diff --git a/NonLinearSolver/internalPoints/ipTFA.cpp b/NonLinearSolver/internalPoints/ipTFA.cpp
index c282ddec42aa2b7af7cc6236f529e0ced037b8a2..434c258d089ef0dedf25daf93cdadd91efe59d04 100644
--- a/NonLinearSolver/internalPoints/ipTFA.cpp
+++ b/NonLinearSolver/internalPoints/ipTFA.cpp
@@ -12,7 +12,7 @@
 #include "ipField.h"
 #include "ClusteringData.h"
 
-IPTFA::IPTFA() : IPVariableMechanics(), _clData(NULL)//, _mtxStress(6)
+/*IPTFA::IPTFA() : IPVariableMechanics(), _clData(NULL)//, _mtxStress(6)
  {Msg::Error("Cannot construct default IPTFA");}
 
 
@@ -31,6 +31,72 @@ void IPTFA::restart()
 {
   IPVariableMechanics::restart();
   restartManager::restart(_clData);
+}*/
+
+
+GenericIPTFA::GenericIPTFA() : IPVariableMechanics(), _genericClData(NULL)
+ {Msg::Error("Cannot construct default GenericIPTFA");}
+
+double GenericIPTFA::get(int comp) const
+{
+  double val = _genericClData->get(comp);
+  return val;
+}
+
+void GenericIPTFA::restart()
+{
+  IPVariableMechanics::restart();
+  restartManager::restart(_genericClData);
+}
+
+GenericIPTFA::~GenericIPTFA()
+{
+  if (_genericClData!=NULL) delete _genericClData;
+  _genericClData = NULL;
+}
+
+
+double IPTFA::get(int comp) const
+{
+  double val = _clData->get(comp);
+  return val;
+}
+
+void IPTFA::restart()
+{
+  GenericIPTFA::restart();
+}
+
+IPTFA::~IPTFA()
+{
+  if (_clData!=NULL) delete _clData;
+  _clData = NULL;
+}
+
+
+double IPTFA2Levels::get(int comp) const
+{
+  double val = _clDataLevel0->get(comp);
+  return val;
 }
 
+void IPTFA2Levels::restart()
+{
+  GenericIPTFA::restart();
+  restartManager::restart(_clDataLevel0);
+  for(std::map<int,ClusteringData*>::const_iterator itLv0 = _clDataLevel1.begin(); itLv0 != _clDataLevel1.end(); itLv0++)
+  {
+    restartManager::restart(itLv0->second);
+  }
+}
+
+IPTFA2Levels::~IPTFA2Levels()
+{
+  if (_clDataLevel0!=NULL) delete _clDataLevel0;
+  _clDataLevel0 = NULL;
+  if (!(_clDataLevel1.empty()))
+  {
+    _clDataLevel1.clear();
+  }
+}
 
diff --git a/NonLinearSolver/internalPoints/ipTFA.h b/NonLinearSolver/internalPoints/ipTFA.h
index fccf3437842a267a972cc6edd7efa38730f28091..72f1d17934af1a3d4c4c668b7945e3c1870cfb69 100644
--- a/NonLinearSolver/internalPoints/ipTFA.h
+++ b/NonLinearSolver/internalPoints/ipTFA.h
@@ -12,7 +12,265 @@
 #include "STensor3.h"
 #include "STensorOperations.h"
 #include "ClusteringData.h"
-class IPTFA : public IPVariableMechanics
+
+class GenericIPTFA : public IPVariableMechanics
+{
+  protected:
+    GenericClusteringData* _genericClData;
+
+  public:
+
+
+  GenericIPTFA(const std::vector<int>& allCl, const std::vector<double>& allVolume) : IPVariableMechanics()
+  {
+    _genericClData = new GenericClusteringData(allCl,allVolume);
+  }
+  
+  GenericIPTFA(const std::vector<int>& allClLv0, const std::vector<double>& allVolumeLv0,
+               const std::map<int,std::vector<int>>& allClLv1, const std::map<int,std::vector<double>>& allVolumeLv1) 
+               : IPVariableMechanics()
+  {
+    _genericClData = new GenericClusteringData(allClLv0,allVolumeLv0);
+  }
+
+  GenericIPTFA(const GenericIPTFA &source) : IPVariableMechanics(source)
+  {
+    _genericClData = NULL;
+    if (source._genericClData != NULL)
+    {
+      _genericClData = new GenericClusteringData(*(source._genericClData));
+    }
+  }
+
+  virtual GenericIPTFA& operator=(const IPVariable &source)
+  {
+    IPVariableMechanics::operator=(source);
+    const GenericIPTFA* src = dynamic_cast<const GenericIPTFA*>(&source);
+    if (src != NULL)
+    {
+      if (src->_genericClData != NULL)
+      {
+        if (_genericClData!=NULL)
+        {
+          _genericClData->operator=(*(src->_genericClData));
+        }
+        else
+        {
+          _genericClData = new GenericClusteringData(*(src->_genericClData)); 
+        }
+      }
+      else
+      {
+        if (_genericClData!=NULL)
+        {
+          delete _genericClData;
+          _genericClData = NULL;
+        }
+      }
+    }
+    return *this;
+  }
+
+
+  
+  GenericClusteringData* getClusteringData() 
+  {
+    return _genericClData;
+  };
+  const GenericClusteringData* getClusteringData() const 
+  {
+    return _genericClData;
+  };
+
+  virtual double get(const int comp) const;
+  
+  virtual void restart();
+  virtual IPVariable* clone() const {return new GenericIPTFA(*this);};
+  virtual ~GenericIPTFA();
+
+ private:
+  GenericIPTFA();
+};
+
+class IPTFA : public GenericIPTFA
+{
+  protected:
+    ClusteringData* _clData;
+
+  public:
+
+
+  IPTFA(const std::vector<int>& allCl, const std::vector<double>& allVolume) : GenericIPTFA(allCl,allVolume)
+  {
+    _clData = new ClusteringData(allCl,allVolume);
+  }
+
+  IPTFA(const IPTFA &source) : GenericIPTFA(source)
+  {
+    _clData = NULL;
+    if (source._clData != NULL)
+    {
+      _clData = new ClusteringData(*(source._clData));
+    }
+  }
+
+  virtual IPTFA& operator=(const IPVariable &source)
+  {
+    GenericIPTFA::operator=(source);
+    const IPTFA* src = dynamic_cast<const IPTFA*>(&source);
+    if (src != NULL)
+    {
+      if (src->_clData != NULL)
+      {
+        if (_clData!=NULL)
+        {
+          _clData->operator=(*(src->_clData));
+        }
+        else
+        {
+          _clData = new ClusteringData(*(src->_clData)); 
+        }
+      }
+      else
+      {
+        if (_clData!=NULL)
+        {
+          delete _clData;
+          _clData = NULL;
+        }
+      }
+    }
+    return *this;
+  }
+  
+  ClusteringData* getClusteringData() {return _clData;};
+  const ClusteringData* getClusteringData() const {return _clData;};
+  
+  ClusteringData*& getRefToClusteringData() {return _clData;};
+
+  virtual double get(const int comp) const; 
+  virtual void restart();  
+  virtual IPVariable* clone() const {return new IPTFA(*this);};
+  virtual ~IPTFA();
+};
+
+
+class IPTFA2Levels : public GenericIPTFA
+{
+  protected:
+    ClusteringData* _clDataLevel0;
+    std::map<int,ClusteringData*> _clDataLevel1;
+
+  public:
+    
+  IPTFA2Levels(const std::vector<int>& allCl, const std::vector<double>& allVolume,
+               const std::map<int,std::vector<int>>& allClLv1, const std::map<int,std::vector<double>>& allVolumeLv1) 
+               : GenericIPTFA(allCl,allVolume)
+  {
+    _clDataLevel0 = new ClusteringData(allCl,allVolume);
+    for(std::map<int,std::vector<int>>::const_iterator itLv0 = allClLv1.begin(); itLv0 != allClLv1.end(); itLv0++)
+    {
+      int clLv0 = itLv0->first;
+      std::vector<int> allClsOnLv1 = itLv0->second;
+      const std::vector<double>& allVolumesOnLv1 = (allVolumeLv1.find(clLv0))->second;
+      _clDataLevel1[clLv0] = new ClusteringData(allClsOnLv1,allVolumesOnLv1);
+      (_clDataLevel1[clLv0]->upperClusterIDs).clear();
+      (_clDataLevel1[clLv0]->upperClusterIDs).push_back(clLv0);
+    }
+  }
+    
+  IPTFA2Levels(const IPTFA2Levels &source) : GenericIPTFA(source)
+  {
+    _clDataLevel0 = NULL;
+    if (source._clDataLevel0 != NULL)
+    {
+      _clDataLevel0 = new ClusteringData(*(source._clDataLevel0));
+    }
+    
+    _clDataLevel1.clear();
+    if (!((source._clDataLevel1).empty()))
+    {
+      for(std::map<int,ClusteringData*>::const_iterator itLv0 = (source._clDataLevel1).begin(); itLv0 != (source._clDataLevel1).end(); itLv0++)
+      {
+        int clLv0 = itLv0->first;
+        _clDataLevel1[clLv0] = new ClusteringData(*((source._clDataLevel1.find(clLv0))->second));
+      }
+    }
+  }
+    
+  virtual IPTFA2Levels& operator=(const IPVariable &source)
+  {
+    IPVariableMechanics::operator=(source);
+    
+    const IPTFA2Levels* src = dynamic_cast<const IPTFA2Levels*>(&source);
+    if (src != NULL)
+    {
+      if (src->_clDataLevel0 != NULL)
+      {
+        if (_clDataLevel0!=NULL)
+        {
+          _clDataLevel0->operator=(*(src->_clDataLevel0));
+        }
+        else
+        {
+          _clDataLevel0 = new ClusteringData(*(src->_clDataLevel0)); 
+        }
+      }
+      else
+      {
+        if (_clDataLevel0!=NULL)
+        {
+          delete _clDataLevel0;
+          _clDataLevel0 = NULL;
+        }
+      }
+      if (!(src->_clDataLevel1.empty()))
+      {
+        if (!(_clDataLevel1.empty()))
+        {
+          for(std::map<int,ClusteringData*>::const_iterator itLv0 = (src->_clDataLevel1).begin(); itLv0 != (src->_clDataLevel1).end(); itLv0++)
+          {
+            int clLv0 = itLv0->first;
+            _clDataLevel1[clLv0]->operator=(*itLv0->second);
+          }
+        }
+        else
+        {
+          for(std::map<int,ClusteringData*>::const_iterator itLv0 = (src->_clDataLevel1).begin(); itLv0 != (src->_clDataLevel1).end(); itLv0++)
+          {
+            int clLv0 = itLv0->first;
+            _clDataLevel1[clLv0] = new ClusteringData(*itLv0->second);
+          }
+        }
+      }
+      else
+      {
+        if (!(_clDataLevel1.empty()))
+        {
+          _clDataLevel1.clear();
+        }
+      }
+    }
+    return *this;
+  }
+
+  ClusteringData* getClusteringDataLevel0() {return _clDataLevel0;};
+  const ClusteringData* getClusteringDataLevel0() const {return _clDataLevel0;};
+
+  ClusteringData* getClusteringDataOnLevel1(int clLv0) {return _clDataLevel1[clLv0];};
+  const ClusteringData* getClusteringDataOnLevel1(int clLv0) const {return (_clDataLevel1.find(clLv0))->second;};
+  
+  std::map<int,ClusteringData*> getClusteringDataLevel1() {return _clDataLevel1;};
+  const std::map<int,ClusteringData*> getClusteringDataLevel1() const {return _clDataLevel1;};
+
+  virtual double get(const int comp) const;  
+  virtual void restart();
+  virtual IPVariable* clone() const {return new IPTFA2Levels(*this);};
+  virtual ~IPTFA2Levels();
+};
+
+
+/*class IPTFA : public IPVariableMechanics
 {
   protected:
     ClusteringData* _clData;
@@ -83,6 +341,7 @@ class IPTFA : public IPVariableMechanics
 
  private:
   IPTFA();
-};
+};*/
+
 
 #endif // IPTFA_H_
diff --git a/NonLinearSolver/materialLaw/STensorOperations.h b/NonLinearSolver/materialLaw/STensorOperations.h
index e778968bb55c630d19adeca30bcf821dba67577e..2caa31c3011f2eb54069648a5b967c09c9746dd1 100644
--- a/NonLinearSolver/materialLaw/STensorOperations.h
+++ b/NonLinearSolver/materialLaw/STensorOperations.h
@@ -1329,60 +1329,41 @@ namespace STensorOperation{
     a_iso += a_iso_vol;
   };
   
-  inline void STensor43TransverseIsotropization_Norris(const STensor43& A, int p, STensor43& A_transverseIso){    
-    STensor3 P, Q(1.), U, V, W, X, Y, Z;
-    P(p,p) = 1.;
-    Q -= P;
-    Q *= 1./sqrt(2.);
-    
-    U(0,2) = U(2,0) = 1.;
-    U *= 1./sqrt(2.);
-    V(1,2) = V(2,1) = 1.;
-    V *= 1./sqrt(2.);
-    W(0,1) = W(1,0) = 1.;
-    W *= 1./sqrt(2.);
-    
-    X(2,2) = 1.;
-    X(0,0) = -1.;
-    Y(1,1) = 1.;
-    Y(2,2) = -1.;
-    Z(0,0) = 1.;
-    Z(1,1) = -1.;
-    
-    STensor43 E1, E2, E3, E4, F, G;  
-    prod(P,P,1,E1);
-    prod(Q,Q,1,E2);
-    prod(P,Q,1,E3);
-    prod(Q,P,1,E4);
-    
-    if(p==0)
+  inline void STensor43TransverseIsotropization_Norris(const int& p, const STensor43& A, STensor43& A_transverseIso){
+    // Norris, 2018; Appendix A.1.4
+    fullMatrix<double> Amat(6,6), A_transverseIso_mat(6,6);
+    fromSTensor43ToFullMatrix(A,Amat);
+    if(p==2)
     {
-    prod(V,V,1,F);
-    prodAdd(Y,Y,1,F);
-    prod(U,U,1,G);
-    prodAdd(W,W,1,G);
-    }
-    if(p==1)
+    A_transverseIso_mat(0,0) = A_transverseIso_mat(1,1) = Amat(0,0);
+    A_transverseIso_mat(2,2) = Amat(2,2);
+    //A_transverseIso_mat(3,3) = A_transverseIso_mat(4,4) = (Amat(3,3) + Amat(4,4))/2.;
+    //A_transverseIso_mat(5,5) = Amat(5,5);    
+    A_transverseIso_mat(3,3) = Amat(3,3);
+    A_transverseIso_mat(4,4) = A_transverseIso_mat(5,5) = (Amat(4,4) + Amat(5,5))/2.;
+    //A_transverseIso_mat(0,1) = A_transverseIso_mat(1,0) = Amat(0,0) - Amat(5,5);
+    A_transverseIso_mat(0,1) = A_transverseIso_mat(1,0) = Amat(0,0) - Amat(3,3);
+    A_transverseIso_mat(0,2) = A_transverseIso_mat(2,0) = A_transverseIso_mat(1,2) = A_transverseIso_mat(2,1) = (Amat(0,2) + Amat(1,2))/2.;        
+    }
+    else if(p==1)
     {
-    prod(U,U,1,F);
-    prodAdd(X,X,1,F);
-    prod(V,V,1,G);
-    prodAdd(W,W,1,G);
-    }
-    if(p==2)
+    A_transverseIso_mat(1,1) = Amat(1,1);
+    A_transverseIso_mat(0,0) = A_transverseIso_mat(2,2) = Amat(0,0);    
+    A_transverseIso_mat(4,4) = Amat(4,4);
+    A_transverseIso_mat(3,3) = A_transverseIso_mat(5,5) = (Amat(3,3) + Amat(5,5))/2.;
+    A_transverseIso_mat(0,2) = A_transverseIso_mat(2,0) = Amat(0,0) - Amat(4,4);    
+    A_transverseIso_mat(0,1) = A_transverseIso_mat(1,0) = A_transverseIso_mat(1,2) = A_transverseIso_mat(2,1) = (Amat(0,1) + Amat(1,2))/2.;   
+    }
+    else if(p==0)
     {
-    prod(W,W,1,F);
-    prodAdd(Z,Z,1,F);
-    prod(U,U,1,G);
-    prodAdd(V,V,1,G);
-    }
-    
-    double a,b,c,f,g;
-    A_transverseIso = a*E1;
-    A_transverseIso += b*E2;
-    A_transverseIso += c*(E3+E4);
-    A_transverseIso += f*F;
-    A_transverseIso += g*G;
+    A_transverseIso_mat(0,0) = Amat(0,0);
+    A_transverseIso_mat(2,2) = A_transverseIso_mat(1,1) = Amat(1,1);
+    A_transverseIso_mat(5,5) = Amat(5,5);
+    A_transverseIso_mat(4,4) = A_transverseIso_mat(3,3) = (Amat(4,4) + Amat(3,3))/2.;
+    A_transverseIso_mat(2,1) = A_transverseIso_mat(1,2) = Amat(1,1) - Amat(5,5);
+    A_transverseIso_mat(0,2) = A_transverseIso_mat(2,0) = A_transverseIso_mat(1,0) = A_transverseIso_mat(0,1) = (Amat(0,2) + Amat(1,0))/2.;        
+    }
+    fromFullMatrixToSTensor43(A_transverseIso_mat,A_transverseIso);
   };
   
   inline void getThreeInvariantsSTensor3(const STensor3& a, double& I1, double& I2, double& I3){
diff --git a/NonLinearSolver/materialLaw/material.cpp b/NonLinearSolver/materialLaw/material.cpp
index 282a1971cc4d211516715d3df8ea0015df99691b..b27c085ba012417893d36d11642ccda13d569378 100644
--- a/NonLinearSolver/materialLaw/material.cpp
+++ b/NonLinearSolver/materialLaw/material.cpp
@@ -90,13 +90,7 @@ int Material::constboxSecantMixteGeneric(double* dstrn, double* strs_n,  double*
 double E, double nu, int htype, double sy0, double hexp, double hmod1, double hmod2, double hp0, double alpha_DP, double m_DP, double nup, int viscmodel, double vmod, double vstressy, double vexp, bool evp)
 {
   return (1);
-}     
-
-void Material::setEuler(double e1, double e2, double e3)
-{
-  printf("Function setEuler is not defined for this material\n");
-  //int a = 1;
-}     
+}      
 
 #ifdef NONLOCALGMSH
 int Material::get_pos_mtx_stress () const
@@ -158,6 +152,12 @@ double Material::get_vfI()
   return 0.;
 }
 
+void Material::setEuler(double e1, double e2, double e3)
+{
+  printf("Function setEuler is not defined for this material\n");
+  //int a = 1;
+}    
+
 #endif
 
 
@@ -1834,6 +1834,15 @@ double MT_Material::getPlasticEnergy (double* statev)
 
     return eP;
 }
+
+void MT_Material::setEuler(double e1, double e2, double e3)
+{
+  euler[0] = e1;
+  euler[1] = e2;
+  euler[2] = e3;
+  
+  icl_mat->setEuler(e1,e2,e3);
+}
 #endif
 
 //destructor
@@ -2250,18 +2259,6 @@ void MTSecF_Material::unload_step(double* dstrn, double* strs_n, double* statev_
 
 }
 
-void MTSecF_Material::setEuler(double e1, double e2, double e3)
-{
-  //delete euler;
-  //double* euler = NULL; 
-  //mallocvector(&euler,3);
-  euler[0] = e1;
-  euler[1] = e2;
-  euler[2] = e3;
-  
-  icl_mat->setEuler(e1,e2,e3);
-}
-
 
 //**************************************************************************************************************************************************
 // COMPOSITE - MORI-TANAKA   
@@ -4678,6 +4675,13 @@ double ANEL_Material::getPlasticEnergy (double* statev)
     double eP = 0.;
     return eP;
 }
+
+void ANEL_Material::setEuler(double e1, double e2, double e3)
+{
+  euler[0] = e1;
+  euler[1] = e2;
+  euler[2] = e3;
+}
 #endif
 
 //constbox
@@ -4740,11 +4744,4 @@ void ANEL_Material::unload_step(double* dstrn, double* strs_n, double* statev_n,
 
        printf("unload_step not implemented for ANEL material\n");
 }
-
-void ANEL_Material::setEuler(double e1, double e2, double e3)
-{
-  euler[0] = e1;
-  euler[1] = e2;
-  euler[2] = e3;
-}
 #endif
diff --git a/NonLinearSolver/materialLaw/material.h b/NonLinearSolver/materialLaw/material.h
index 29b90362c91f1e401b005007df130f5ef3c1f9cb..bd8555c79b62663b03b94d24f48a9ee73c024a14 100644
--- a/NonLinearSolver/materialLaw/material.h
+++ b/NonLinearSolver/materialLaw/material.h
@@ -137,8 +137,6 @@ double E, double nu, int htype, double sy0, double hexp, double hmod1, double hm
                 virtual double get_mtx_MaxD(double *statev) const {return -1.; }
                 virtual void set_mtx_MaxD(double *statev, double Dmax) {}
                 
-                virtual void setEuler(double e1, double e2, double e3);
-                
 #ifdef NONLOCALGMSH
 		virtual int get_pos_currentplasticstrainfornonlocal() const = 0;
 		virtual int get_pos_effectiveplasticstrainfornonlocal() const = 0;
@@ -160,6 +158,8 @@ double E, double nu, int htype, double sy0, double hexp, double hmod1, double hm
 		virtual void get_elOp_mtx(double** Cel);
 		virtual void get_elOp_icl(double** Cel);
                 virtual double get_vfI();
+                
+                virtual void setEuler(double e1, double e2, double e3);
 #endif
 		
     		// some new function
@@ -569,6 +569,8 @@ class MT_Material : public Material{
                 virtual int get_pos_inc_Dam () const;
                 virtual double getElasticEnergy (double* statev) ;
 		virtual double getPlasticEnergy (double* statev) ;
+		
+		virtual void setEuler(double e1, double e2, double e3);
 
 
 
@@ -589,8 +591,6 @@ class MTSecF_Material : public MT_Material{
 
 		virtual int constbox(double* dstrn, double* strs_n,  double* strs, double* statev_n, double* statev, double** Cref, double*** dCref, double* tau, double** dtau, double** Calgo, double alpha, double* dpdE, double* strs_dDdp_bar, double *Sp_bar, double** c_g, double* dFd_d_bar, double* dstrs_dFd_bar, double *dFd_dE, double** c_gF,  double* dpdFd, double* dFddp, int kinc, int kstep, double dt);
                 virtual void unload_step(double* dstrn, double* strs_n, double* statev, int kinc, int kstep);
-                
-                virtual void setEuler(double e1, double e2, double e3);
 };
 
 //Composite material homogenized with Mori-Tanaka scheme with incremental secant method, second moment for the elastic predictor
@@ -851,14 +851,14 @@ class ANEL_Material : public Material{
 		virtual int get_pos_locFd() const {  return pos_locFd; }
                 virtual int get_pos_euler() const {  return pos_euler; }
                 
-                virtual void setEuler(double e1, double e2, double e3);
-                
 #ifdef NONLOCALGMSH
 		virtual int get_pos_currentplasticstrainfornonlocal() const;
 		virtual int get_pos_effectiveplasticstrainfornonlocal() const;
 		virtual int get_pos_damagefornonlocal() const;
                 virtual double getElasticEnergy (double* statev) ;
 		virtual double getPlasticEnergy (double* statev) ;
+		
+		virtual void setEuler(double e1, double e2, double e3);
 #endif
 		
 }; 
diff --git a/NonLinearSolver/materialLaw/mlawJ2VMSmallStrain.cpp b/NonLinearSolver/materialLaw/mlawJ2VMSmallStrain.cpp
index 09ec824d6d808e4d5982078526cca864d1a4c323..7f6d1fce75bcdfa0837a6fed3dada2a1d1ce1441 100644
--- a/NonLinearSolver/materialLaw/mlawJ2VMSmallStrain.cpp
+++ b/NonLinearSolver/materialLaw/mlawJ2VMSmallStrain.cpp
@@ -322,8 +322,6 @@ void mlawJ2VMSmallStrain::predictorCorector(const STensor3& F0,         // initi
   Ep = q0->_j2lepsp; // plastic strain tensor (equal I if no plastic occurs)
   gamma = q0->_j2lepspbarre; // equivalent plastic strain
   
-  eigenstrain = Ep;
-  
   static const STensor3 I(1.); // identity tensor
 
   // small strain
@@ -417,7 +415,6 @@ void mlawJ2VMSmallStrain::predictorCorector(const STensor3& F0,         // initi
 
     Ep.daxpy(N,deps);
     q1->_Ee.daxpy(N,-deps);
-    eigenstrain = Ep;
     
     double fact = -2.*_mu*deps;
     P.daxpy(N,fact);
@@ -498,6 +495,9 @@ void mlawJ2VMSmallStrain::predictorCorector(const STensor3& F0,         // initi
       }
     }
   }
+  
+  eigenstrain = Ep;
+  eigenstrain -= I;
 
   q1->_elasticEnergy = deformationEnergy(q1->_Ee);
 
diff --git a/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.cpp b/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.cpp
index 5c5cc2d5edffae0ac99b75cef487a28df1822839..24843d1a15a10537de969f3225dafb6c1c66a914 100644
--- a/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.cpp
+++ b/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.cpp
@@ -21,7 +21,756 @@
 using namespace std;
 
 
-mlawTFAMaterialLaws::mlawTFAMaterialLaws(const int num, double rho) : materialLaw(num,true), _rho(rho), _reductionModel(NULL), _ownData(false)
+mlawGenericTFAMaterialLaws::mlawGenericTFAMaterialLaws(const int num, double rho) : materialLaw(num,true), _rho(rho), _reductionModel(NULL), _ownData(false)
+{
+  _mu=0.; //to be modified
+  _nu =0.3;
+}
+mlawGenericTFAMaterialLaws::mlawGenericTFAMaterialLaws(const mlawGenericTFAMaterialLaws &source) :
+                                        materialLaw(source)
+{
+  _ownData = false;
+  _reductionModel = NULL;
+  if (source._reductionModel != NULL)
+  {
+    _reductionModel = source._reductionModel;
+  }
+  _mu=source._mu;
+  _nu=source._nu;
+  _rho=source._rho;
+}
+
+
+mlawGenericTFAMaterialLaws& mlawGenericTFAMaterialLaws::operator=(const materialLaw &source)
+{
+  materialLaw::operator=(source);
+  const mlawGenericTFAMaterialLaws* src =static_cast<const mlawGenericTFAMaterialLaws*>(&source);
+  if(src!=NULL)
+  {
+    if (_ownData)
+    {
+      delete _reductionModel;
+      _reductionModel = NULL;
+    }
+    _ownData = false;
+    if (src->_reductionModel)
+    {
+      _reductionModel = src->_reductionModel;
+    }
+
+    _mu=src->_mu;
+    _nu=src->_nu;
+    _rho=src->_rho;
+  }
+  return *this;
+}
+
+mlawGenericTFAMaterialLaws::~mlawGenericTFAMaterialLaws()
+{
+  if (_ownData)
+  {
+    _ownData = false;
+    if (_reductionModel) delete _reductionModel;
+    _reductionModel = NULL;
+  }
+}
+
+void mlawGenericTFAMaterialLaws::initLaws(const std::map<int,materialLaw*> &maplaw)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->initializeClusterMaterialMap(maplaw);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::addClusterMaterialLaw(int clusterID, materialLaw* clusterLaw)
+{
+  _reductionModel->addClusterLawToMap(clusterID, clusterLaw);
+}
+
+
+void mlawGenericTFAMaterialLaws::loadClusterSummaryAndInteractionTensorsFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadClusterSummaryAndInteractionTensorsFromFiles(clusterSummaryFileName,interactionTensorsFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(clusterSummaryFileName,interactionTensorsFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName, 
+                                                                   const std::string PlasticEqStrainConcentrationGeometricFileName,
+                                                                   const std::string PlasticEqStrainConcentrationHarmonicFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadPlasticEqStrainConcentrationFromFile(PlasticEqStrainConcentrationFileName,PlasticEqStrainConcentrationGeometricFileName,
+                                                              PlasticEqStrainConcentrationHarmonicFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+
+void mlawGenericTFAMaterialLaws::loadEshelbyInteractionTensorsFromFile(const std::string EshelbyInteractionTensorsFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadEshelbyInteractionTensorsFromFile(EshelbyInteractionTensorsFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadInteractionTensorsMatrixFrameELFromFile(const std::string InteractionTensorsMatrixFrameELFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadInteractionTensorsMatrixFrameELFromFile(InteractionTensorsMatrixFrameELFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadInteractionTensorsHomogenizedFrameELFromFile(const std::string InteractionTensorsHomogenizedFrameELFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadInteractionTensorsHomogenizedFrameELFromFile(InteractionTensorsHomogenizedFrameELFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+
+
+
+void mlawGenericTFAMaterialLaws::loadClusterStandardDeviationFromFile(const std::string ClusterStrainConcentrationSTD)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadClusterStandardDeviationFromFile(ClusterStrainConcentrationSTD);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+void mlawGenericTFAMaterialLaws::loadElasticStrainConcentrationDerivativeFromFile(const std::string ElasticStrainConcentrationDerivative)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadElasticStrainConcentrationDerivativeFromFile(ElasticStrainConcentrationDerivative);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+void mlawGenericTFAMaterialLaws::loadReferenceStiffnessFromFile(const std::string ReferenceStiffnessFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadReferenceStiffnessFromFile(ReferenceStiffnessFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadReferenceStiffnessIsoFromFile(const std::string ReferenceStiffnessIsoFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadReferenceStiffnessIsoFromFile(ReferenceStiffnessIsoFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::loadInteractionTensorIsoFromFile(const std::string InteractionTensorIsoFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadInteractionTensorIsoFromFile(InteractionTensorIsoFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+void mlawGenericTFAMaterialLaws::loadClusterFiberOrientationFromFile(const std::string OrientationDataFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->loadClusterFiberOrientationFromFile(OrientationDataFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+void mlawGenericTFAMaterialLaws::setTFAMethod(int TFAMethodNum, int dim, int correction, int solverType, int tag)
+{
+  if (_ownData)
+  {
+    if (_reductionModel) delete _reductionModel;
+    _reductionModel = NULL;
+  }
+  
+  _ownData = true;
+  bool withFrame = false;
+  bool polarization = false;
+  if (TFAMethodNum == 0)
+  {
+    Msg::Info("IncrementalTangent is used !!!");
+    _reductionModel = new IncrementalTangentTFA(solverType, dim, correction, withFrame, polarization, tag);
+  }
+  else if(TFAMethodNum == 1)
+  {
+    withFrame = true;
+    Msg::Info("IncrementalTangentWithFrame is used !!!");
+    _reductionModel = new IncrementalTangentTFAWithFrame(solverType, dim, correction, withFrame, polarization, tag);
+  }
+  else if(TFAMethodNum == 2)
+  {
+    polarization = true;
+    Msg::Info("IncrementalTangentTFAPolarization is used !!!");
+    _reductionModel = new IncrementalTangentTFAPolarization(solverType, dim, correction, withFrame, polarization, tag);
+  }
+  else
+  {
+    Msg::Error("TFA method has not been implemented in mlawGenericTFAMaterialLaws");
+  }
+}
+
+void mlawGenericTFAMaterialLaws::setClusterIncOrientation()
+{
+  if (_reductionModel!=NULL)
+  {
+    _reductionModel->setClusterIncOrientation();
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+void mlawGenericTFAMaterialLaws::constitutive(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const IPVariable *q0i,       // array of initial internal variable
+            IPVariable *q1i,             // updated array of internal variable (in ipvcur on output),
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,         // if true compute the tangents
+            STensor43* elasticTangent,
+            const bool dTangent,
+            STensor63* dCalgdeps) const
+{
+
+  if (_reductionModel != NULL)
+  {
+    const IPTFA* q0 = static_cast<const IPTFA*>(q0i);
+    IPTFA* q1 = static_cast<IPTFA*>(q1i);
+    _reductionModel->evaluate(F0,Fn,P,q0->getClusteringData(),q1->getClusteringData(),Tangent,true,elasticTangent);
+    if (dTangent)
+    {
+      Msg::Error("mlawGenericTFAMaterialLaws::constitutive with dTangent option has not been implemented");
+    }
+  }
+  else
+  {
+    Msg::Error("mlawGenericTFAMaterialLaws: reduction model has not been created !!!");
+  }
+}
+
+
+void mlawGenericTFAMaterialLaws::createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2) const
+{
+  Msg::Error("mlawGenericTFAMaterialLaws::createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2 cannot be used without Ele");
+}
+
+void mlawGenericTFAMaterialLaws::createIPVariable(IPTFA *&ipv, bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const
+{
+
+  //find the clusters nb
+  int clustersNb = _reductionModel->getNumberOfClusters();
+
+  static std::vector<int> allCls;
+  _reductionModel->getAllClusterIndices(allCls);
+  
+  static std::vector<double> allVolumes;
+  _reductionModel->getAllClusterVolumes(allVolumes);
+  //
+  if (ipv != NULL)
+    delete ipv;
+  ipv=new IPTFA(allCls, allVolumes);
+
+  for(int i=0; i<clustersNb; i++)
+  {
+    IPStateBase* ipslaw=NULL;
+    const bool state_=true;
+    _reductionModel->getMaterialLaw(allCls[i])->createIPState(ipslaw, hasBodyForce, &state_,ele, nbFF, GP, gpt);
+    std::vector<IPVariable*> allIP;
+    ipslaw->getAllIPVariable(allIP);
+    ipv->getClusteringData()->getRefToIPv(allCls[i]) = allIP[0]->clone();
+    delete ipslaw;
+  }
+
+}
+
+void mlawGenericTFAMaterialLaws::createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_,const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  //find the clusters nb
+  int clustersNb=_reductionModel->getNumberOfClusters();
+  static std::vector<int> allCls;
+  _reductionModel->getAllClusterIndices(allCls);
+  static std::vector<double> allVolumes;
+  _reductionModel->getAllClusterVolumes(allVolumes);
+  
+  if(ips != NULL) delete ips;
+  IPTFA *ipvi=new IPTFA(allCls,allVolumes);
+  IPTFA *ipv1=new IPTFA(allCls,allVolumes);
+  IPTFA *ipv2=new IPTFA(allCls,allVolumes);
+
+  for(int i=0; i<clustersNb; i++)
+  {
+    IPStateBase* ipslaw=NULL;
+    _reductionModel->getMaterialLaw(allCls[i])->createIPState(ipslaw, hasBodyForce, state_,ele, nbFF_, GP, gpt);
+    std::vector<IPVariable*> allIP;
+    ipslaw->getAllIPVariable(allIP);
+
+    ipvi->getClusteringData()->getRefToIPv(allCls[i]) = allIP[0]->clone();
+    ipv1->getClusteringData()->getRefToIPv(allCls[i]) = allIP[1]->clone();
+    ipv2->getClusteringData()->getRefToIPv(allCls[i]) = allIP[2]->clone();
+    delete ipslaw;
+  }
+  ips = new IP3State(state_,ipvi,ipv1,ipv2);
+}
+
+
+double mlawGenericTFAMaterialLaws::soundSpeed() const
+{
+  double E = 2.*_mu*(1.+_nu);
+  double factornu = (1.-_nu)/((1.+_nu)*(1.-2.*_nu));
+  return sqrt(E*factornu/_rho);
+};
+
+
+
+mlawTFAMaterialLaws::~mlawTFAMaterialLaws()
+{
+  if (_ownData)
+  {
+    _ownData = false;
+    if (_reductionModel) delete _reductionModel;
+    _reductionModel = NULL;
+  }
+}
+
+mlawTFAMaterialLaws& mlawTFAMaterialLaws::operator=(const materialLaw &source)
+{
+  materialLaw::operator=(source);
+  const mlawTFAMaterialLaws* src =static_cast<const mlawTFAMaterialLaws*>(&source);
+  if(src!=NULL)
+  {
+    if (_ownData)
+    {
+      delete _reductionModel;
+      _reductionModel = NULL;
+    }
+    _ownData = false;
+    if (src->_reductionModel)
+    {
+      _reductionModel = src->_reductionModel;
+    }
+
+    _mu=src->_mu;
+    _nu=src->_nu;
+    _rho=src->_rho;
+  }
+  return *this;
+}
+
+
+void mlawTFAMaterialLaws::createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2) const
+{
+  Msg::Error("mlawTFAMaterialLaws::createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2 cannot be used without Ele");
+}
+
+void mlawTFAMaterialLaws::createIPVariable(IPTFA *&ipv, bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const
+{
+  //find the clusters nb
+  int clustersNb = _reductionModel->getNumberOfClusters();
+
+  static std::vector<int> allCls;
+  _reductionModel->getAllClusterIndices(allCls);
+  
+  static std::vector<double> allVolumes;
+  _reductionModel->getAllClusterVolumes(allVolumes);
+  //
+  if (ipv != NULL)
+    delete ipv;
+  ipv=new IPTFA(allCls, allVolumes);
+
+  for(int i=0; i<clustersNb; i++)
+  {
+    IPStateBase* ipslaw=NULL;
+    const bool state_=true;
+    _reductionModel->getMaterialLaw(allCls[i])->createIPState(ipslaw, hasBodyForce, &state_,ele, nbFF, GP, gpt);
+    std::vector<IPVariable*> allIP;
+    ipslaw->getAllIPVariable(allIP);
+    ipv->getClusteringData()->getRefToIPv(allCls[i]) = allIP[0]->clone();
+    delete ipslaw;
+  }
+}
+
+void mlawTFAMaterialLaws::createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_,const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  //find the clusters nb
+  int clustersNb=_reductionModel->getNumberOfClusters();
+  static std::vector<int> allCls;
+  _reductionModel->getAllClusterIndices(allCls);
+  static std::vector<double> allVolumes;
+  _reductionModel->getAllClusterVolumes(allVolumes);
+  
+  if(ips != NULL) delete ips;
+  IPTFA *ipvi=new IPTFA(allCls,allVolumes);
+  IPTFA *ipv1=new IPTFA(allCls,allVolumes);
+  IPTFA *ipv2=new IPTFA(allCls,allVolumes);
+
+  for(int i=0; i<clustersNb; i++)
+  {
+    IPStateBase* ipslaw=NULL;
+    _reductionModel->getMaterialLaw(allCls[i])->createIPState(ipslaw, hasBodyForce, state_,ele, nbFF_, GP, gpt);
+    std::vector<IPVariable*> allIP;
+    ipslaw->getAllIPVariable(allIP);
+
+    ipvi->getClusteringData()->getRefToIPv(allCls[i]) = allIP[0]->clone();
+    ipv1->getClusteringData()->getRefToIPv(allCls[i]) = allIP[1]->clone();
+    ipv2->getClusteringData()->getRefToIPv(allCls[i]) = allIP[2]->clone();
+    delete ipslaw;
+  }
+  ips = new IP3State(state_,ipvi,ipv1,ipv2);
+};
+
+
+
+void mlawTFAHierarchicalMaterialLaws::setTFAMethod(int TFAMethodNum, int dim, int correction, int solverType, int tag)
+{
+  if (_ownData)
+  {
+    if (_reductionModel) delete _reductionModel;
+    _reductionModel = NULL;
+  }  
+  _ownData = true;  
+  
+  bool polarization = false;
+  if(TFAMethodNum == 0)
+  {
+    Msg::Info("HierarchicalIncrementalTangentTFA is used !!!");
+    _reductionModel = new HierarchicalIncrementalTangentTFA(solverType, dim, 0, false, false, tag);
+  }
+  /*else if(TFAMethodNum == 1)
+  {
+    polarization = true;
+    Msg::Info("HierarchicalIncrementalTangentTFAMixed is used !!!");
+    _reductionModel = new HierarchicalIncrementalTangentTFAMixed(solverType, dim, correction, false, true, tag);
+  } */ 
+}
+
+mlawTFAHierarchicalMaterialLaws::~mlawTFAHierarchicalMaterialLaws()
+{
+  if (_ownData)
+  {
+    _ownData = false;
+    if (_reductionModel) delete _reductionModel;
+    _reductionModel = NULL;
+  }
+}
+
+mlawTFAHierarchicalMaterialLaws& mlawTFAHierarchicalMaterialLaws::operator=(const materialLaw &source)
+{
+  materialLaw::operator=(source);
+  const mlawTFAHierarchicalMaterialLaws* src =static_cast<const mlawTFAHierarchicalMaterialLaws*>(&source);
+  if(src!=NULL)
+  {
+    if (_ownData)
+    {
+      delete _reductionModel;
+      _reductionModel = NULL;
+    }
+    _ownData = false;
+    if (src->_reductionModel)
+    {
+      _reductionModel = src->_reductionModel;
+    }
+
+    _mu=src->_mu;
+    _nu=src->_nu;
+    _rho=src->_rho;
+  }
+  return *this;
+}
+
+
+void mlawTFAHierarchicalMaterialLaws::initLaws(const std::map<int,materialLaw*> &maplaw)
+{
+  _nbLevels = dynamic_cast<HierarchicalReductionTFA*>(_reductionModel)->getNumberOfLevels();
+  if (_reductionModel!=NULL)
+  {
+    if(_nbLevels==2)
+    {
+      dynamic_cast<HierarchicalReductionTFA*>(_reductionModel)->initializeClusterTFAMaterialMapLevel0(maplaw,_tfaLawID);
+      dynamic_cast<HierarchicalReductionTFA*>(_reductionModel)->initializeClusterMaterialMapLevel1(maplaw);
+    }
+  }
+}
+
+void mlawTFAHierarchicalMaterialLaws::createIPState(IPTFA2Levels *ivi, IPTFA2Levels *iv1, IPTFA2Levels *iv2) const
+{
+  Msg::Error("mlawTFAMaterialLaws::createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2 cannot be used without Ele");
+}
+
+void mlawTFAHierarchicalMaterialLaws::createIPVariable(IPTFA2Levels *&ipv, bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const
+{
+
+  //find the clusters nb
+  int clustersNbLv0 = _reductionModel->getNumberOfClusters();
+
+  static std::vector<int> allClsLevel0; 
+  _reductionModel->getAllClusterIndices(allClsLevel0);  
+  static std::vector<double> allVolumesLevel0;
+  _reductionModel->getAllClusterVolumes(allVolumesLevel0);
+  
+  static std::map<int,std::vector<int>> allClsLevel1; 
+  dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getAllClusterIndicesLevel1(allClsLevel1);  
+  static std::map<int,std::vector<double>> allVolumesLevel1;
+  dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getAllClusterVolumesLevel1(allVolumesLevel1);
+  
+  if (ipv != NULL)
+    delete ipv;
+  ipv=new IPTFA2Levels(allClsLevel0, allVolumesLevel0,
+                       allClsLevel1, allVolumesLevel1);
+  
+
+  for(int itLv0=0; itLv0<clustersNbLv0; itLv0++)
+  {
+    int clLv0 = allClsLevel0[itLv0];
+    
+    IPVariable *ipvi=new IPTFA(allClsLevel0,allVolumesLevel0);
+    IPVariable *ipv1=new IPTFA(allClsLevel0,allVolumesLevel0);
+    IPVariable *ipv2=new IPTFA(allClsLevel0,allVolumesLevel0);
+    IPStateBase* ipsTFA=NULL;
+    const bool state_=true;
+    ipsTFA = new IP3State(&state_,ipvi,ipv1,ipv2);
+    std::vector<IPVariable*> allIP;
+    ipsTFA->getAllIPVariable(allIP);
+    dynamic_cast<IPTFA2Levels*>(ipv)->getClusteringDataLevel0()->getRefToIPv(clLv0) = allIP[0]->clone();
+    delete ipsTFA;
+        
+    std::vector<int> clIDsUpper;
+    clIDsUpper.push_back(clLv0);
+    int clustersNbLv1 = dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getNumberOfSubClusters(clIDsUpper);
+    
+    std::vector<int> allClsOnLevel1 = allClsLevel1[clLv0];
+    
+    for(int itLv1=0; itLv1<clustersNbLv1; itLv1++)
+    {
+      int clLv1 = allClsOnLevel1[itLv1];
+      std::vector<int> allClsHierarchical;
+      allClsHierarchical.push_back(clLv0);
+      allClsHierarchical.push_back(clLv1);
+    
+      IPStateBase* ipslaw=NULL;
+      const bool state_=true;
+      dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getMaterialLaw(allClsHierarchical)->createIPState(ipslaw, hasBodyForce, &state_,ele, nbFF, GP, gpt);
+      std::vector<IPVariable*> allIP;
+      ipslaw->getAllIPVariable(allIP);
+      dynamic_cast<IPTFA2Levels*>(ipv)->getClusteringDataOnLevel1(clLv0)->getRefToIPv(clLv1) = allIP[0]->clone();
+      
+      delete ipslaw;
+    }    
+    IPVariable*& iptfaLv0  = dynamic_cast<IPTFA2Levels*>(ipv)->getClusteringDataLevel0()->getRefToIPv(clLv0);
+    ClusteringData*& clustDataLv0 = dynamic_cast<IPTFA*>(iptfaLv0)->getRefToClusteringData();
+    clustDataLv0 = dynamic_cast<IPTFA2Levels*>(ipv)->getClusteringDataOnLevel1(clLv0);
+  }
+}
+
+void mlawTFAHierarchicalMaterialLaws::createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_,const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  //find the clusters nb
+  int clustersNb=_reductionModel->getNumberOfClusters();
+  
+  static std::vector<int> allClsLevel0; 
+  _reductionModel->getAllClusterIndices(allClsLevel0);  
+  static std::vector<double> allVolumesLevel0;
+  _reductionModel->getAllClusterVolumes(allVolumesLevel0);
+  
+  static std::map<int,std::vector<int>> allClsLevel1; 
+  dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getAllClusterIndicesLevel1(allClsLevel1);  
+  static std::map<int,std::vector<double>> allVolumesLevel1;
+  dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getAllClusterVolumesLevel1(allVolumesLevel1);
+  
+  if(ips != NULL) delete ips;
+  IPTFA2Levels *ipvi=new IPTFA2Levels(allClsLevel0,allVolumesLevel0,allClsLevel1,allVolumesLevel1);
+  IPTFA2Levels *ipv1=new IPTFA2Levels(allClsLevel0,allVolumesLevel0,allClsLevel1,allVolumesLevel1);
+  IPTFA2Levels *ipv2=new IPTFA2Levels(allClsLevel0,allVolumesLevel0,allClsLevel1,allVolumesLevel1);
+
+  for(int itLv0=0; itLv0<clustersNb; itLv0++)
+  {
+    int clLv0 = allClsLevel0[itLv0];
+    IPStateBase* ipslaw=NULL;
+    _reductionModel->getMaterialLaw(clLv0)->createIPState(ipslaw, hasBodyForce, state_,ele, nbFF_, GP, gpt);
+    std::vector<IPVariable*> allIP;
+    ipslaw->getAllIPVariable(allIP);
+
+    ipvi->getClusteringData()->getRefToIPv(clLv0) = allIP[0]->clone();
+    ipv1->getClusteringData()->getRefToIPv(clLv0) = allIP[1]->clone();
+    ipv2->getClusteringData()->getRefToIPv(clLv0) = allIP[2]->clone();
+    delete ipslaw;
+    
+    std::vector<int> clIDsUpper;
+    clIDsUpper.push_back(clLv0);
+    int clustersNbLv1 = dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getNumberOfSubClusters(clIDsUpper);
+    
+    std::vector<int> allClsOnLevel1 = allClsLevel1[clLv0];
+    
+    for(int itLv1=0; itLv1<clustersNbLv1; itLv1++)
+    {
+      int clLv1 = allClsOnLevel1[itLv1];
+      std::vector<int> allClsHierarchical;
+      allClsHierarchical.push_back(clLv0);
+      allClsHierarchical.push_back(clLv1);
+      
+      //IPStateBase* ipslaw=NULL;
+      ipslaw=NULL;
+      dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getMaterialLaw(allClsHierarchical)->createIPState(ipslaw, hasBodyForce, state_,ele, nbFF_, GP, gpt);
+      std::vector<IPVariable*> allIP;
+      ipslaw->getAllIPVariable(allIP);
+      
+      ipvi->getClusteringDataOnLevel1(clLv0)->getRefToIPv(clLv1) = allIP[0]->clone();
+      ipv1->getClusteringDataOnLevel1(clLv0)->getRefToIPv(clLv1) = allIP[1]->clone();
+      ipv2->getClusteringDataOnLevel1(clLv0)->getRefToIPv(clLv1) = allIP[2]->clone();
+      
+      delete ipslaw;
+    } 
+  }
+  ips = new IP3State(state_,ipvi,ipv1,ipv2);
+}
+
+
+void mlawTFAHierarchicalMaterialLaws::loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName,  
+                                                                                  const std::string interactionTensorsFileName)
+{
+  if (_reductionModel!=NULL)
+  {
+    dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->loadClusterSummaryAndInteractionTensorsLevel1FromFiles(clusterSummaryFileName,interactionTensorsFileName);
+  }
+  else
+  {
+    Msg::Error("reduction model must be allocated by the function setTFAMethod first !!!");
+    Msg::Exit(0);
+  }
+}
+
+
+void mlawTFAHierarchicalMaterialLaws::constitutive(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const IPVariable *q0i,       // array of initial internal variable
+            IPVariable *q1i,             // updated array of internal variable (in ipvcur on output),
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,         // if true compute the tangents
+            STensor43* elasticTangent,
+            const bool dTangent,
+            STensor63* dCalgdeps) const
+{
+
+  if (_reductionModel != NULL)
+  {
+    int nbLevels = dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->getNumberOfLevels();
+    if(nbLevels < 2)
+    {
+      Msg::Error("reduction model must have at least two level hierarchy !!!");
+      Msg::Exit(0);
+    }
+    else if(nbLevels == 2)
+    {
+      const IPTFA2Levels* q0 = static_cast<const IPTFA2Levels*>(q0i);
+      IPTFA2Levels* q1 = static_cast<IPTFA2Levels*>(q1i);
+      dynamic_cast<HierarchicalIncrementalTangentTFA*>(_reductionModel)->evaluate(F0,Fn,P,
+                                                                                         q0->getClusteringDataLevel0(),
+                                                                                         q0->getClusteringDataLevel1(),
+                                                                                         q1->getClusteringDataLevel0(),
+                                                                                         q1->getClusteringDataLevel1(),
+                                                                                         Tangent,true,elasticTangent);
+    }
+  }
+  else
+  {
+    Msg::Error("reduction model has not been created !!!");
+  }
+}
+;
+
+
+
+
+/*mlawTFAMaterialLaws::mlawTFAMaterialLaws(const int num, double rho) : materialLaw(num,true), _rho(rho), _reductionModel(NULL), _ownData(false)
 {
   _mu=0.; //to be modified
   _nu =0.3;
@@ -351,7 +1100,7 @@ void mlawTFAMaterialLaws::createIPVariable(IPTFA *&ipv, bool hasBodyForce, const
   int clustersNb = _reductionModel->getNumberOfClusters();
 
   static std::vector<int> allCls;
-  _reductionModel->getAllClusterIndexes(allCls);
+  _reductionModel->getAllClusterIndices(allCls);
   
   static std::vector<double> allVolumes;
   _reductionModel->getAllClusterVolumes(allVolumes);
@@ -378,7 +1127,7 @@ void mlawTFAMaterialLaws::createIPState(IPStateBase* &ips,bool hasBodyForce, con
   //find the clusters nb
   int clustersNb=_reductionModel->getNumberOfClusters();
   static std::vector<int> allCls;
-  _reductionModel->getAllClusterIndexes(allCls);
+  _reductionModel->getAllClusterIndices(allCls);
   static std::vector<double> allVolumes;
   _reductionModel->getAllClusterVolumes(allVolumes);
   
@@ -408,4 +1157,7 @@ double mlawTFAMaterialLaws::soundSpeed() const
   double E = 2.*_mu*(1.+_nu);
   double factornu = (1.-_nu)/((1.+_nu)*(1.-2.*_nu));
   return sqrt(E*factornu/_rho);
-}
+}*/
+
+
+
diff --git a/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.h b/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.h
index 4f9ac5936d638082ad7533bd8b32e045586dec28..d485123d040f211cfbf90c1404c4fe5a7aa99b0e 100644
--- a/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.h
+++ b/NonLinearSolver/materialLaw/mlawTFAMaterialLaws.h
@@ -17,7 +17,157 @@
 #include "ipField.h"
 #include "modelReduction.h"
 
-class mlawTFAMaterialLaws : public materialLaw{
+class mlawGenericTFAMaterialLaws : public materialLaw{
+
+  #ifndef SWIG
+  protected:
+    double  _mu, _nu, _rho;
+    bool _ownData;
+    ReductionTFA *_reductionModel;
+   #endif // SWIG
+
+  public:
+    mlawGenericTFAMaterialLaws(const int num, double rho);
+    void setTFAMethod(int TFAMethodNum, int dim, int correction=0, int solverType=0, int tag=1000);
+    void loadClusterSummaryAndInteractionTensorsFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName);
+    void loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName);
+    void loadClusterStandardDeviationFromFile(const std::string ClusterStrainConcentrationSTD);
+
+    void loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName,
+                                                  const std::string PlasticEqStrainConcentrationGeometricFileName,
+                                                  const std::string PlasticEqStrainConcentrationHarmonicFileName);
+
+    void loadElasticStrainConcentrationDerivativeFromFile(const std::string ElasticStrainConcentrationDerivative);
+
+    void loadEshelbyInteractionTensorsFromFile(const std::string EshelbyInteractionTensorsFileName);
+    void loadInteractionTensorsMatrixFrameELFromFile(const std::string InteractionTensorsMatrixFrameELFileName);
+    void loadInteractionTensorsHomogenizedFrameELFromFile(const std::string InteractionTensorsHomogenizedFrameELFileName);
+    
+    void loadReferenceStiffnessFromFile(const std::string ReferenceStiffnessFileName);
+    void loadReferenceStiffnessIsoFromFile(const std::string ReferenceStiffnessIsoFileName);
+    void loadInteractionTensorIsoFromFile(const std::string InteractionTensorIsoFileName);
+    
+    void setClusterIncOrientation();
+    void loadClusterFiberOrientationFromFile(const std::string OrientationDataFileName);
+    
+    void addClusterMaterialLaw(int clusterNb, materialLaw* clusterLaw);
+ 
+    #ifndef SWIG
+    mlawGenericTFAMaterialLaws(const mlawGenericTFAMaterialLaws& src);
+    mlawGenericTFAMaterialLaws& operator=(const materialLaw &source);    
+    virtual ~mlawGenericTFAMaterialLaws();
+
+    virtual matname getType() const{return materialLaw::tfa;}
+    virtual void initLaws(const std::map<int,materialLaw*> &maplaw); //need to fill  std::set<int, const materialLaw *> matlawptr
+
+    virtual void constitutive(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const IPVariable *q0,       // array of initial internal variable
+            IPVariable *q1,             // updated array of internal variable (in ipvcur on output),
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,          // if true compute the tangents
+            STensor43* elasticTangent = NULL, 
+            const bool dTangent =false,
+            STensor63* dCalgdeps = NULL) const;    
+    
+    virtual materialLaw* clone() const {return new mlawGenericTFAMaterialLaws(*this);};
+    virtual void checkInternalState(IPVariable* ipv, const IPVariable* ipvprev) const{}; // do nothing
+
+    virtual void createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2) const;
+    virtual void createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_=NULL,const MElement *ele=NULL, const int nbFF_=0, const IntPt *GP=NULL, const int gpt = 0) const;
+    virtual void createIPVariable(IPTFA *&ipv,  bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const;
+
+    double soundSpeed() const;
+            
+    bool withEnergyDissipation() const { Msg::Error("mlawGenericTFAMaterialLaws does not have withEnergyDissipation"); return false;}
+
+    virtual double shearModulus() const {return _mu;}
+    virtual double poissonRatio() const {return _nu;}
+    virtual double density() const{return _rho;};
+
+    #endif // SWIG
+};
+
+class mlawTFAMaterialLaws : public mlawGenericTFAMaterialLaws{   
+  
+  public:
+    mlawTFAMaterialLaws(const int num, double rho): mlawGenericTFAMaterialLaws(num,rho) {};
+    
+    #ifndef SWIG
+    mlawTFAMaterialLaws(const mlawTFAMaterialLaws& src): mlawGenericTFAMaterialLaws(src) {};
+    mlawTFAMaterialLaws& operator=(const materialLaw &source);
+    virtual ~mlawTFAMaterialLaws();
+    
+    virtual materialLaw* clone() const {return new mlawTFAMaterialLaws(*this);};
+    
+    virtual void createIPState(IPTFA *ivi, IPTFA *iv1, IPTFA *iv2) const;
+    virtual void createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_=NULL,const MElement *ele=NULL, const int nbFF_=0, const IntPt *GP=NULL, const int gpt = 0) const;
+    virtual void createIPVariable(IPTFA *&ipv,  bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const;
+    
+    bool withEnergyDissipation() const { Msg::Error("mlawTFAMaterialLaws does not have withEnergyDissipation"); return false;}
+    
+    #endif // SWIG
+};
+
+class mlawTFAHierarchicalMaterialLaws : public mlawGenericTFAMaterialLaws{
+
+  protected:
+    int _tfaLawID;
+    int _nbLevels;
+    int _level;
+    
+    std::map<int,ReductionTFA*> _reductionModels2Levels;
+   
+  public:
+  
+    mlawTFAHierarchicalMaterialLaws(const int num, double rho) : mlawGenericTFAMaterialLaws(num,rho) {};
+    
+    void setTFAMethod(int TFAMethodNum, int dim, int correction=0, int solverType=0, int tag=1000);
+    
+    #ifndef SWIG
+    mlawTFAHierarchicalMaterialLaws(const mlawTFAHierarchicalMaterialLaws& src) : mlawGenericTFAMaterialLaws(src) {};
+    mlawTFAHierarchicalMaterialLaws& operator=(const materialLaw &source);
+    virtual ~mlawTFAHierarchicalMaterialLaws();
+    
+    virtual materialLaw* clone() const {return new mlawTFAHierarchicalMaterialLaws(*this);};
+    
+    virtual void createIPState(IPTFA2Levels *ivi, IPTFA2Levels *iv1, IPTFA2Levels *iv2) const;
+    virtual void createIPState(IPStateBase* &ips,bool hasBodyForce, const bool* state_=NULL,const MElement *ele=NULL, const int nbFF_=0, const IntPt *GP=NULL, const int gpt = 0) const;
+    virtual void createIPVariable(IPTFA2Levels *&ipv,  bool hasBodyForce, const MElement *ele,const int nbFF, const IntPt *GP, const int gpt) const;
+    
+    bool withEnergyDissipation() const { Msg::Error("mlawTFAHierarchicalMaterialLaws does not have withEnergyDissipation"); return false;}
+    
+    void setTFALawID(int tfaLaw) {_tfaLawID = tfaLaw;};
+    
+    void loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName, 
+                                                                const std::string interactionTensorsFileName);
+                                                                
+    virtual void initLaws(const std::map<int,materialLaw*> &maplaw);
+    
+    virtual void constitutive(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const IPVariable *q0,       // array of initial internal variable
+            IPVariable *q1,             // updated array of internal variable (in ipvcur on output),
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,          // if true compute the tangents
+            STensor43* elasticTangent = NULL, 
+            const bool dTangent =false,
+            STensor63* dCalgdeps = NULL) const;
+    
+    #endif // SWIG
+};
+
+#endif //MLAWTFAMATERIALLAWS
+
+
+
+/*class mlawTFAMaterialLaws : public materialLaw{
 
   #ifndef SWIG
   protected:
@@ -94,4 +244,8 @@ class mlawTFAMaterialLaws : public materialLaw{
     #endif // SWIG
 };
 
-#endif //MLAWTFAMATERIALLAWS
+#endif //MLAWTFAMATERIALLAWS*/
+
+
+
+
diff --git a/NonLinearSolver/modelReduction/Clustering.cpp b/NonLinearSolver/modelReduction/Clustering.cpp
index ac13ca2df06455dce47f8f47007406f6cc771869..68f61e4be3653c3e82b51e09053ef4ae6d5c9780 100644
--- a/NonLinearSolver/modelReduction/Clustering.cpp
+++ b/NonLinearSolver/modelReduction/Clustering.cpp
@@ -69,6 +69,7 @@ std::string Clustering::ToString(const int i)
   else if (i == A_55) return "A_55";
   else if (i == A_norm) return "A_norm";
   else if (i == ClusterIndex) return "ClusterIndex";
+  else if (i == ClusterIndexHierarchicalGlobal) return "ClusterIndexHierarchicalGlobal";
   else if (i == PFC_0) return "PFC_0";
   else if (i == PFC_1) return "PFC_1";
   else if (i == PFC_2) return "PFC_2";
@@ -117,15 +118,83 @@ int Clustering::getClusterIndex(int ele, int gp) const
   }
 }
 
-void Clustering::getAllClusterIndexes(std::vector<int>& allIndexes) const
+void Clustering::getAllClusterIndices(std::vector<int>& allIndices) const
 {
-  allIndexes.clear();
+  allIndices.clear();
   for (std::map<int, int>::const_iterator it = _clusterMaterialMap.begin(); it!= _clusterMaterialMap.end(); it++)
   {
-    allIndexes.push_back(it->first);
+    allIndices.push_back(it->first);
   }
 }
 
+
+int Clustering::getClusterIndexHierarchicalGlobal(int ele, int gp) const
+{
+  int type = numericalMaterialBase::createTypeWithTwoInts(ele,gp);
+  std::map<int, int >::const_iterator itFGlobal = _clusterIndexHierarchicalGlobal.find(type);
+  if (itFGlobal == _clusterIndexHierarchicalGlobal.end())
+  {
+    std::map<int, int >::const_iterator itF = _clusterIndex.find(type);
+    if(itF == _clusterIndex.end())
+    {
+      #ifdef _DEBUG
+      Msg::Warning("ele %d gp %d does not exist in Clustering::getClusterIndexHierarchicalGlobal",ele,gp);
+      #endif //_DEBUG
+      return -1;
+    }
+    else
+    {
+      itF->second;
+    }
+  }
+  else
+  {
+    return itFGlobal->second;
+  }
+}
+
+std::vector<int> Clustering::getClusterIndicesHierarchical(int ele, int gp) const
+{
+  int type = numericalMaterialBase::createTypeWithTwoInts(ele,gp);
+  std::map<int, std::vector<int>>::const_iterator itF = _clusterIndexHierarchical.find(type);
+  if (itF == _clusterIndexHierarchical.end())
+  {
+    #ifdef _DEBUG
+    Msg::Warning("ele %d gp %d does not exist in Clustering::getClusterIndices",ele,gp);
+    #endif //_DEBUG
+    std::vector<int> a;
+    a[0] = -1;
+    return a;
+  }
+  else
+  {
+    return itF->second;
+  }
+}
+
+void Clustering::getAllClusterIndicesLevel1(std::map<int,std::vector<int>>& allIndices) const
+{
+  allIndices.clear();
+  for (std::map<int, std::map<int, int>>::const_iterator itLv0 = _clusterMaterialMapLevel1.begin(); itLv0!= _clusterMaterialMapLevel1.end(); itLv0++)
+  {
+    const int& clusterLv0 = itLv0->first;
+    const std::map<int, int>& clusterMaterialMapOnLevel1 = itLv0->second;
+    std::vector<int>& indicesLv1 = allIndices[clusterLv0];
+    for (std::map<int, int>::const_iterator itLv1 = clusterMaterialMapOnLevel1.begin(); itLv1!= clusterMaterialMapOnLevel1.end(); itLv1++)
+    {
+      indicesLv1.push_back(itLv1->first);
+    }
+  }
+}
+
+int Clustering::getNumberOfSubClusters(std::vector<int> clHostIDs) const
+{
+  int clLv0 = clHostIDs[0];
+  std::map<int, int>::const_iterator itLv0 = _numberOfClustersLevel1.find(clLv0);
+  return itLv0->second;
+}
+
+
 const fullVector<double>& Clustering::getPFC(int ele, int gp) const
 {
   int type = numericalMaterialBase::createTypeWithTwoInts(ele,gp);
@@ -215,6 +284,24 @@ void Clustering::clearAllClusterData()
   _clusterInteractionTensorHomogenizedFrameELMap.clear();
   
   _clusterPositionMap.clear();
+  
+  
+  // For hierarchical clustering
+  _clusterIndexHierarchicalGlobal.clear(); 
+  _clusterIndexHierarchical.clear(); 
+  _clusterIndexLevel0.clear(); 
+  
+  _clusterMaterialMapLevel0.clear();
+  _clusterMaterialMapLevel1.clear();
+  
+  _clusterVolumeMapLevel0.clear();
+  _clusterVolumeMapLevel1.clear();
+  
+  _clusterAverageStrainConcentrationTensorMapLevel1.clear();
+  _clusterInteractionTensorMapLevel1.clear();
+  
+  _numberOfLevels = 0;
+  _level = 0;
 }
 
 void Clustering::strainForLoadingCases(int dim, double fact, std::map<int, STensor3>& modes) const
@@ -611,7 +698,66 @@ void Clustering::setNumberOfClustersForMaterial(int matNum, int nbCluster)
   Msg::Info("material %d, number of clusters = %d",matNum,nbCluster);
 }
 
-void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homStiffnessFromLocal, 
+void Clustering::setNumberOfLevels(int nbLevels)
+{
+  _numberOfLevels = nbLevels;
+  Msg::Info("number of levels = %d",nbLevels);
+}
+
+void Clustering::setNumberOfClustersForMaterialHierarchical(int matNum, int nbClusterLevel0, int nbClusterLevel1, int nbClusterLevel2, int nbClusterLevel3, int nbClusterLevel4)
+{
+  switch(_numberOfLevels) {
+    case 1: 
+    {
+      std::vector<int>& nbClusterPerLevel = _numberOfClustersPerLevelPerLaw[matNum];
+      nbClusterPerLevel.resize(1);
+      nbClusterPerLevel[0] = nbClusterLevel0;
+    }
+    break;
+    case 2: 
+    { 
+      std::vector<int>& nbClusterPerLevel = _numberOfClustersPerLevelPerLaw[matNum];
+      nbClusterPerLevel.resize(2);
+      nbClusterPerLevel[0] = nbClusterLevel0;
+      nbClusterPerLevel[1] = nbClusterLevel1;
+    }
+    break;
+    case 3: 
+    {  
+      std::vector<int>& nbClusterPerLevel = _numberOfClustersPerLevelPerLaw[matNum];
+      nbClusterPerLevel.resize(3);
+      nbClusterPerLevel[0] = nbClusterLevel0;
+      nbClusterPerLevel[1] = nbClusterLevel1;
+      nbClusterPerLevel[2] = nbClusterLevel2;
+    }
+    break;
+    case 4: 
+    {
+      std::vector<int>& nbClusterPerLevel = _numberOfClustersPerLevelPerLaw[matNum];
+      nbClusterPerLevel.resize(4);
+      nbClusterPerLevel[0] = nbClusterLevel0;
+      nbClusterPerLevel[1] = nbClusterLevel1;
+      nbClusterPerLevel[2] = nbClusterLevel2;
+      nbClusterPerLevel[3] = nbClusterLevel3;
+    }
+    break;
+    case 5: 
+    {
+      std::vector<int>& nbClusterPerLevel = _numberOfClustersPerLevelPerLaw[matNum];
+      nbClusterPerLevel.resize(5);
+      nbClusterPerLevel[0] = nbClusterLevel0;
+      nbClusterPerLevel[1] = nbClusterLevel1;
+      nbClusterPerLevel[2] = nbClusterLevel2;
+      nbClusterPerLevel[3] = nbClusterLevel3;
+      nbClusterPerLevel[4] = nbClusterLevel4;
+    }
+    break;
+  }
+}
+
+void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, 
+                                          int computeHomStiffness, int homStiffnessFromLocal, 
+                                          int getLocalOrientation,
                                           bool saveToFile, const std::string strainConcentrationFileName, 
                                           bool saveLocalOrientationDataToFile, const std::string localOrientationFileName)
 {
@@ -685,7 +831,7 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
         const partDomain* dom = domainVector[idom];
         const materialLaw* matLaw = dom->getMaterialLaw();
         
-        if (it == allStrain.begin())
+        if (it == allStrain.begin() and computeHomStiffness == 1 and homStiffnessFromLocal==1)
         {
           const materialLaw* ml = matLaw->getConstNonLinearSolverMaterialLaw();        
           STensor43 CelLoc;
@@ -742,11 +888,15 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
               vecGPLocation(0) = pnt.x();
               vecGPLocation(1) = pnt.y();
               vecGPLocation(2) = pnt.z();
-              const materialLaw* ml = matLaw->getConstNonLinearSolverMaterialLaw();
-	      if(ml->materialLawHasLocalOrientation())
-                ml->getLocalOrientation(vecGPLocation,eulerLoc);
-	      else
-		Msg::Info("Clustering::solveStrainConcentration - Material law has no getLocalOrientation function defined");
+              
+              if(getLocalOrientation == 1)
+              {
+                const materialLaw* ml = matLaw->getConstNonLinearSolverMaterialLaw();
+	        if(ml->materialLawHasLocalOrientation())
+                  ml->getLocalOrientation(vecGPLocation,eulerLoc);
+	        else
+		  Msg::Info("Clustering::solveStrainConcentration - Material law has no getLocalOrientation function defined");
+              }
             }
             fullVector<double> &GP = _mapGaussPoints[type];
             double weight_local = GP(3);
@@ -819,7 +969,7 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
       }
       //printf("Vtot %.16g \n", Vtot);
       sig_hom *= (1./Vtot); 
-      if(homStiffnessFromLocal==1)
+      if(homStiffnessFromLocal==0)
       {  
         if(i==0)
         {
@@ -885,7 +1035,7 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
   }
   Msg::Info("done estimating concentration tensors");
   
-  if(homStiffnessFromLocal==0)
+  if(computeHomStiffness == 1 and homStiffnessFromLocal==1)
   { 
     fullMatrix<double> Cel_hom_mat(6,6);
     Vtot = 0.;
@@ -916,33 +1066,7 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
       Vtot += V_phase;
     }
     Cel_hom_mat.scale(1./Vtot);
-    Cel_hom_mat.print("Cel_hom_mat");
-  
-    /*int phase = 0;
-    fullMatrix<double> Cel_phase0_mat(6,6), Cel_phase1_mat(6,6), Cel_phase2_mat(6,6);
-    STensor43 Cel_phase0, Cel_phase1, Cel_phase2;
-    for (std::map<int, std::map<int, fullMatrix<double> > >::const_iterator it = _concentrationTensorMap.begin();  it!= _concentrationTensorMap.end(); it++)
-    {
-      int matNum = it->first;
-      if(phase==0)
-      {
-        const fullMatrix<double>& Cel_phase0_mat = _localStiffnessTensorMap[matNum];
-        STensorOperation::fromFullMatrixToSTensor43(Cel_phase0_mat,Cel_phase0);
-      }
-      else if(phase==1)
-      {
-        const fullMatrix<double>& Cel_phase1_mat = _localStiffnessTensorMap[matNum];
-        STensorOperation::fromFullMatrixToSTensor43(Cel_phase1_mat,Cel_phase1);
-      }
-      else if(phase==2)
-      {
-        const fullMatrix<double>& Cel_phase2_mat = _localStiffnessTensorMap[matNum];
-        STensorOperation::fromFullMatrixToSTensor43(Cel_phase2_mat,Cel_phase2);
-      }
-      phase += 1;
-    }  
-    Cel_hom_mat = Cel_phase0_mat;*/
-  
+    Cel_hom_mat.print("Cel_hom_mat"); 
     STensorOperation::fromFullMatrixToSTensor43(Cel_hom_mat,Cel_hom);
   }
   
@@ -951,6 +1075,9 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
   
   STensor43 Cel_hom_iso, Cel_hom_iso_muFix;
   STensorOperation::STensor43Isotropization(Cel_hom,Cel_hom_iso);
+  STensor43 Cel_hom_transverseIso;
+  int polarization = 0;
+  STensorOperation::STensor43TransverseIsotropization_Norris(polarization,Cel_hom,Cel_hom_transverseIso);
 
   Gel_hom = Cel_hom_iso(0,1,0,1);
   Kel_hom = Cel_hom_iso(0,0,0,0) - 4./3.*Gel_hom;
@@ -970,9 +1097,12 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
   STensorOperation::fromSTensor43ToFullMatrix(Cel_hom,Cel_hom_mat);
   STensorOperation::fromSTensor43ToFullMatrix(Cel_hom_iso,Cel_hom_iso_mat);
   STensorOperation::fromSTensor43ToFullMatrix(Cel_hom_iso_muFix,Cel_hom_iso_muFix_mat);
+  fullMatrix<double> Cel_hom_transverseIso_mat(6,6);
+  STensorOperation::fromSTensor43ToFullMatrix(Cel_hom_transverseIso,Cel_hom_transverseIso_mat);
   
   Cel_hom_iso.print("CEL_ISO");
-  Cel_hom_iso_muFix.print("CEL_ISO_muFix");
+  //Cel_hom_iso_muFix.print("CEL_ISO_muFix");
+  Cel_hom_transverseIso.print("CEL_TRANSVERSEISO");
   
   printf("start writing elastic stiffness tensor to file\n");
   std::string CelFileName = "ElasticStiffnessHom.csv";
@@ -1076,6 +1206,40 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
   fclose(fCelIsoMuFix);
   printf("done writing isotropic elastic stiffness tensor with G fix to file\n");
   
+  printf("start writing transverse isotropic elastic stiffness tensor to file\n");
+  std::string CelTransverseIsoFileName = "ElasticStiffnessHomTransverseIso.csv";
+  FILE* fCelTransverseIso = fopen(CelTransverseIsoFileName.c_str(),"w");
+  for (int i=0; i<6; i++)
+  {
+    for (int j=0; j<6; j++)
+    {
+      std::string strCij = "C_el_"+std::to_string(i)+std::to_string(j);
+      if(i==5 and j==5)
+      {
+        fprintf(fCelTransverseIso, "%s\n",strCij.c_str());
+      }
+      else
+      {      
+        fprintf(fCelTransverseIso, "%s ",strCij.c_str());
+      }
+    }
+  }
+  for (int i=0; i<6; i++)
+  {
+    for (int j=0; j<6; j++)
+    {
+      if(i==5 and j==5)
+      {
+      fprintf(fCelTransverseIso, "%.16g\n",Cel_hom_transverseIso_mat(i,j));
+      }
+      else{
+      fprintf(fCelTransverseIso, "%.16g ",Cel_hom_transverseIso_mat(i,j));
+      }
+    }
+  }
+  fclose(fCelTransverseIso);
+  printf("done writing transverse isotropic elastic stiffness tensor to file\n");
+  
   if (saveToFile)
   {
     printf("start writing strain concentration tensor to file\n");
@@ -1116,7 +1280,7 @@ void Clustering::solveStrainConcentration(nonLinearMechSolver& solver, int homSt
     fclose(f);
     printf("done writing strain concentration tensor to file\n");
   }
-  if (saveLocalOrientationDataToFile)
+  if (saveLocalOrientationDataToFile and getLocalOrientation)
   {
     printf("start writing local orientation to file\n");
     FILE* f = fopen(localOrientationFileName.c_str(),"w");
@@ -1236,6 +1400,7 @@ void Clustering::loadLocalOrientationDataFromFile(const std::string fileNameLoca
 {
   clearAllClusterData();
   _mapLocalOrientation.clear();
+  _localOrientationVectorMap.clear();
   
   FILE* fp = fopen(fileNameLocalOrientationData.c_str(),"r");
   if (fp !=NULL) {
@@ -1280,6 +1445,9 @@ void Clustering::loadLocalOrientationDataFromFile(const std::string fileNameLoca
       {
         fullVector<double>& mapLocOri = _mapLocalOrientation[type];
         mapLocOri = vec;
+        
+        std::map<int, fullVector<double> >& mapGPLaw = _localOrientationVectorMap[matNum];
+        mapGPLaw[type] = vec;
       }
     }
     printf("done reading file: %s\n",fileNameLocalOrientationData.c_str());
@@ -1332,7 +1500,7 @@ void Clustering::solveStrainConcentrationInelastic(nonLinearMechSolver& solverIn
   int dim = solverInelastic1.getDim();
   std::map<int, STensor3> allStrain;
   //std::map<int, std::map<int,piecewiseScalarFunction>> allStrain;
-  double fact_BC = 3.e-2;
+  double fact_BC = 2.e-2;
   strainForInelasticLoadingCases(dim,fact_BC,allStrain);
   //strainForInelasticLoadingCasesPath(dim,fact_BC,allStrain);
   int numberCases = allStrain.size();
@@ -1391,11 +1559,6 @@ void Clustering::solveStrainConcentrationInelastic(nonLinearMechSolver& solverIn
       std::map<int, fullVector<double> >& mapGPPlasticEqStrainLaw = _plasticEqStrainConcentrationVectorMap[matLaw->getNum()];
       IntPt* GP;
       
-      const materialLaw* ml = matLaw->getConstNonLinearSolverMaterialLaw();        
-      STensor43 CelLoc, SelLoc;
-      ml->ElasticStiffness(&CelLoc);
-      STensorOperation::inverseSTensor43(CelLoc,SelLoc);
-      
       for (elementGroup::elementContainer::const_iterator ite = dom->element_begin(); ite!= dom->element_end(); ite++)
       {
         MElement* ele = ite->second;
@@ -2207,24 +2370,24 @@ bool Clustering::computeClustersElasticity(int minNumberElementEachCluster, int
         mostStrainIP[clusterNum] = clutering_impls::maxConcentrationCluster(cluster);
         Msg::Info("most strain in cluster = %d is IP %d",clusterNum,mostStrainIP[clusterNum]);
         
-        fullVector<double> cluster_position(3);
+        /*fullVector<double> cluster_position(3);
         double x_mean(0.), y_mean(0.), z_mean(0.);
         clutering_impls::meanClusterPosition(cluster,_mapGaussPoints,x_mean,y_mean,z_mean);
         cluster_position(0) = x_mean;
         cluster_position(1) = y_mean;
         cluster_position(2) = z_mean;
         _clusterPositionMap[clusterNum] = cluster_position;
-        Msg::Info("position of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,x_mean,y_mean,z_mean);
+        Msg::Info("position of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,x_mean,y_mean,z_mean);*/
         
         
-        fullVector<double> cluster_fiberOrientation(3);
+        /*fullVector<double> cluster_fiberOrientation(3);
         double E1_mean(0.), E2_mean(0.), E3_mean(0.);
         clutering_impls::meanClusterFiberOrientation(cluster,_mapGaussPoints,_mapLocalOrientation,E1_mean,E2_mean,E3_mean);
         cluster_fiberOrientation(0) = E1_mean;
         cluster_fiberOrientation(1) = E2_mean;
         cluster_fiberOrientation(2) = E3_mean;
         _clusterMeanFiberOrientationMap[clusterNum] = cluster_fiberOrientation;
-        Msg::Info("inclusion angle in cluster = %d is %.16g,%.16g,%.16g ",clusterNum,E1_mean,E2_mean,E3_mean);
+        Msg::Info("inclusion angle in cluster = %d is %.16g,%.16g,%.16g ",clusterNum,E1_mean,E2_mean,E3_mean);*/
         
       }
       _totalNumberOfClusters += nbCluster;
@@ -2406,6 +2569,276 @@ bool Clustering::computeClustersElasticity(int minNumberElementEachCluster, int
 };
 
 
+bool Clustering::computeClustersElasticityHierarchical(int minNumberElementEachCluster, int maxNbIterations,
+                                                       bool saveToFile, std::string clusterFileName,
+                                                       bool saveSummaryFile, std::string summaryFileName
+                                                       )
+{
+  // init cluster 
+  clearAllClusterData();
+  for (std::map<int,int>::const_iterator it = _materialMap.begin(); it != _materialMap.end(); it++)
+  {
+    _clusterIndex[it->first] = -1;
+    _clusterIndexLevel0[it->first] = -1;
+  }
+  
+  //
+  _totalNumberOfClusters = 0;
+  for (std::map<int, std::map<int, fullMatrix<double> > >::const_iterator  itMat = _concentrationTensorMap.begin(); 
+                      itMat != _concentrationTensorMap.end(); itMat++)
+  {
+    int matNum = itMat->first;
+    std::map<int,std::vector<int>>::const_iterator itnbLevels = _numberOfClustersPerLevelPerLaw.find(matNum);
+    const std::vector<int>& clusterNbLevels = itnbLevels->second;
+    
+    _numberOfLevels = clusterNbLevels.size();
+    
+    std::vector<int> nbClusterLevels;
+    
+    if (itnbLevels !=_numberOfClustersPerLevelPerLaw.end())
+    { 
+      nbClusterLevels.push_back(clusterNbLevels[0]);
+      if(_numberOfLevels>1)
+      {
+        nbClusterLevels.push_back(clusterNbLevels[1]);
+      }
+      if(_numberOfLevels>2)
+      {
+        nbClusterLevels.push_back(clusterNbLevels[2]);
+      }
+       if(_numberOfLevels>3)
+      {
+        nbClusterLevels.push_back(clusterNbLevels[3]);
+      }
+      if(_numberOfLevels>4)
+      {
+        nbClusterLevels.push_back(clusterNbLevels[4]);
+      }
+    }
+        
+    if (nbClusterLevels[0] > 0)
+    {
+      const std::map<int, fullMatrix<double> >& dataInMat = itMat->second;
+
+      Msg::Info("start clustering for material %d on level 0 \n number of clusters = %d, min number in each cluster = %d",matNum, nbClusterLevels[0], minNumberElementEachCluster);
+      
+      typedef std::map<int, std::map<int, const fullMatrix<double>*> > clusters_perLevel;
+      clusters_perLevel clustersInMatLevel0;
+      std::map<int, clusters_perLevel > clustersInMatLevel1;
+      std::map<int, std::map<int, clusters_perLevel > > clustersInMatLevel2;
+      std::map<int, std::map<int,std::map<int, clusters_perLevel > > > clustersInMatLevel3;
+      std::map<int, std::map<int, std::map<int,std::map<int, clusters_perLevel > > > > clustersInMatLevel4;
+      
+      bool ok = false;
+      ok= clutering_impls::kmean_cluster(dataInMat,nbClusterLevels[0],minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,clustersInMatLevel0);  
+      if (!ok)
+      {
+        return false;
+      }
+      
+      for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator it = clustersInMatLevel0.begin(); it!= clustersInMatLevel0.end(); it++)
+      {
+        int clusterNumLevel0 = it->first + _totalNumberOfClusters;
+        const std::map<int, const fullMatrix<double>*>& cluster = it->second;
+        //
+        for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cluster.begin(); itset != cluster.end(); itset++)
+        {
+          // update cluster index at each material point
+          _clusterIndexLevel0[itset->first] = clusterNumLevel0;
+        }
+        // average concentration tensor in this cluster
+        static fullMatrix<double> Amean(6,6);
+        _clusterVolumeMapLevel0[clusterNumLevel0] = clutering_impls::meanCluster(cluster,_mapGaussPoints,Amean);
+        STensorOperation::fromFullMatrixToSTensor43(Amean,_clusterAverageStrainConcentrationTensorMap[clusterNumLevel0]);
+
+        _clusterMaterialMapLevel0[clusterNumLevel0] = matNum;
+        
+        Msg::Info("cluster %d, matNum = %d, volume = %e ",clusterNumLevel0,matNum,_clusterVolumeMapLevel0[clusterNumLevel0]);
+        Amean.print("average strain concentration tensor level 0");        
+        
+        if(_numberOfLevels>1)
+        {
+          const std::map<int, const fullMatrix<double>* >& dataInClPointer = it->second;    
+          std::map<int, fullMatrix<double> > dataInCl;    
+          for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
+          {
+            fullMatrix<double>& mat = dataInCl[itp->first];
+            mat = *(itp->second);
+          }
+          clusters_perLevel& clusterInCl_pnt = clustersInMatLevel1[clusterNumLevel0];    
+          ok = false;
+          ok= clutering_impls::kmean_cluster(dataInCl,nbClusterLevels[1],minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,clusterInCl_pnt);
+          if (!ok)
+          {
+            return false;
+          }
+
+          std::map<int, STensor43>& strainConcMapLevel1 = _clusterAverageStrainConcentrationTensorMapLevel1[clusterNumLevel0];
+          std::map<int, double>& volumeMapLevel1 = _clusterVolumeMapLevel1[clusterNumLevel0];
+          std::map<int, int>& materialMapLevel1 = _clusterMaterialMapLevel1[clusterNumLevel0];
+        
+          for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator itLevel1 = clusterInCl_pnt.begin(); itLevel1!= clusterInCl_pnt.end(); itLevel1++)
+          {
+            int clusterNumLevel1 = itLevel1->first;
+            const std::map<int, const fullMatrix<double>*>& cluster = itLevel1->second;
+          
+            for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cluster.begin(); itset != cluster.end(); itset++)
+            {
+              // update cluster index at each material point
+              std::vector<int>& clusterIndices = _clusterIndexHierarchical[itset->first];
+              clusterIndices.resize(2,true);
+              clusterIndices[0] = clusterNumLevel0;
+              clusterIndices[1] = clusterNumLevel1;
+            }
+            // average concentration tensor in this cluster
+            static fullMatrix<double> Amean(6,6);
+            volumeMapLevel1[clusterNumLevel1] = clutering_impls::meanCluster(cluster,_mapGaussPoints,Amean);
+            //volumeMapLevel1[clusterNumLevel1] *= (1./_clusterVolumeMapLevel0[clusterNumLevel0]);
+            STensor43 Amean_tensor;
+            STensorOperation::fromFullMatrixToSTensor43(Amean,Amean_tensor);
+          
+            const STensor43& Amean_host = _clusterAverageStrainConcentrationTensorMap[clusterNumLevel0];
+            STensor43 Amean_host_inv;
+            STensorOperation::inverseSTensor43(Amean_host,Amean_host_inv);
+          
+            STensorOperation::multSTensor43InPlace(Amean_tensor,Amean_host_inv);
+            strainConcMapLevel1[clusterNumLevel1] = Amean_tensor;
+            materialMapLevel1[clusterNumLevel1] = matNum;
+          
+            Msg::Info("level 0 cluster index: %d, level 1 cluster index: %d, matNum = %d, volume = %e ",clusterNumLevel0,clusterNumLevel1,matNum,volumeMapLevel1[clusterNumLevel1]);
+            Amean.print("average strain concentration tensor level 1");  
+          }
+
+        }
+        
+      }
+            
+      _totalNumberOfClusters += nbClusterLevels[0];
+      Msg::Info("done clustering for material %d",matNum);
+    }
+    else
+    {
+      Msg::Info("material %d is not clustered",matNum);
+    }
+  }
+  
+  _clusterIndex = _clusterIndexLevel0;
+  _clusterMaterialMap = _clusterMaterialMapLevel0;
+  
+  if (saveToFile)
+  {
+    std::vector<std::string> splitFileName = SplitFileName(clusterFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f = fopen(fname.c_str(),"w");
+    printf("start writing cluster data to file: %s\n",fname.c_str());
+    std::string str ="ELE_NUM GP_NUM CLUSTER_ID MAT_NUM";
+    fprintf(f,"%s\n",str.c_str());
+    // write data
+    for (std::map<int, int>::const_iterator it = _clusterIndex.begin();  it!= _clusterIndex.end(); it++)
+    { 
+      int type = it->first;
+      int clusterId = it->second;
+      int ele, gp;
+      numericalMaterialBase::getTwoIntsFromType(type,ele,gp);
+      fprintf(f, "%d %d %d %d\n",ele,gp,clusterId,_materialMap[type]);
+    }
+    fclose(f);
+    printf("done writing cluster data to file: %s \n",fname.c_str());    
+  }
+  
+  if (saveSummaryFile)
+  { 
+    std::vector<std::string> splitFileName = SplitFileName(summaryFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f0 = fopen(fname.c_str(),"w");
+    printf("start writing cluster summary level 0 to file: %s\n",fname.c_str());
+    std::string str0 ="CLUSTER_ID MAT_NUM VOLUME STD";
+    // write data
+    for (int i=0; i<6; i++)
+    {
+      for (int j=0; j<6; j++)
+      {
+        str0 += " A_"+std::to_string(i)+std::to_string(j);
+      }
+    }
+    fprintf(f0,"%s\n",str0.c_str());
+    // write data
+    for (std::map<int, STensor43>::const_iterator it = _clusterAverageStrainConcentrationTensorMap.begin();  it!= _clusterAverageStrainConcentrationTensorMap.end(); it++)
+    { 
+      int cluster = it->first;
+      int matNum = _clusterMaterialMapLevel0[cluster];
+      double volume = _clusterVolumeMapLevel0[cluster];
+      double stdev = 0.;
+      fprintf(f0,"%d %d %.16g %.16g",cluster, matNum, volume, stdev);
+      const STensor43& Amean = it->second;
+      static fullMatrix<double> mat(6,6);
+      STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
+      printf("writing data for cluster %d\n",cluster);
+      mat.print("average strain concentration tensor");
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          fprintf(f0, " %.16g",mat(i,j));
+        }
+      }
+      fprintf(f0, "\n");
+    }
+    fclose(f0);
+    printf("done writing cluster summary level 0 to file: %s \n",fname.c_str());
+    
+    if (_numberOfLevels>1)
+    {
+      std::vector<std::string> splitFileName = SplitFileName(summaryFileName);
+      std::string fname = splitFileName[1]+"_level1_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+      FILE* f1 = fopen(fname.c_str(),"w");
+      printf("start writing cluster summary level 1 to file: %s\n",fname.c_str());
+      std::string str1 ="CLUSTER_LV0 CLUSTER_LV1 MAT_NUM VOLUME";
+      // write data
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          str1 += " A_"+std::to_string(i)+std::to_string(j);
+        }
+      }
+      fprintf(f1,"%s\n",str1.c_str());
+      // write data
+      for (std::map<int, std::map<int, STensor43> >::const_iterator itLv0 = _clusterAverageStrainConcentrationTensorMapLevel1.begin();  
+                                                                    itLv0!= _clusterAverageStrainConcentrationTensorMapLevel1.end(); itLv0++)
+      { 
+        int clusterLv0 = itLv0->first;
+        const std::map<int, STensor43>& clusterStrainConcOnLevel1 = itLv0->second;
+        std::map<int, int>& clusterMaterialMapOnLevel1 = _clusterMaterialMapLevel1[clusterLv0];
+        std::map<int, double>& clusterVolumeMapOnLevel1 = _clusterVolumeMapLevel1[clusterLv0];        
+        for (std::map<int, STensor43>::const_iterator itLv1 = clusterStrainConcOnLevel1.begin();  itLv1!= clusterStrainConcOnLevel1.end(); itLv1++)
+        { 
+          int clusterLv1 = itLv1->first;
+          const int& matNum = clusterMaterialMapOnLevel1[clusterLv1];
+          const double& volume = clusterVolumeMapOnLevel1[clusterLv1];
+          fprintf(f1,"%d %d %d %.16g",clusterLv0, clusterLv1, matNum, volume);
+          const STensor43& Amean = itLv1->second;
+          static fullMatrix<double> mat(6,6);
+          STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
+          printf("writing data for clusters level 0, level 1: %d %d\n",clusterLv0,clusterLv1);
+          mat.print("average strain concentration tensor");
+          for (int i=0; i<6; i++)
+          {
+            for (int j=0; j<6; j++)
+            {
+              fprintf(f1, " %.16g",mat(i,j));
+            }
+          }
+          fprintf(f1, "\n");
+        }
+      }
+      fclose(f1);
+      printf("done writing cluster summary level 1 to file: %s \n",fname.c_str());
+    }    
+  }  
+  return true;
+};
+
 
 
 bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int maxNbIterations,
@@ -2449,20 +2882,16 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       const std::map<int, fullVector<double> >& dataInMatTotalStrainConc = _totalStrainConcentrationVectorMap[itMat->first];
       const std::map<int, fullVector<double> >& dataInMatPlasticEqStrainConc = _plasticEqStrainConcentrationVectorMap[itMat->first];
       
-      //std::map<int, fullVector<double> >& dataInMatTotalStrainConcNormalized = _totalStrainConcentrationNormalizedVectorMap[itMat->first];
-      //clutering_impls::vecNormalizeByOverallNorm(dataInMatTotalStrainConc,_mapGaussPoints,dataInMatTotalStrainConcNormalized); 
-      
-      //std::map<int, fullVector<double> >& dataInMatPlasticStrainConcNormalized = _plasticStrainConcentrationNormalizedVectorMap[itMat->first];
-      //clutering_impls::vecNormalizeByOverallNorm(dataInMatPlasticStrainConc,_mapGaussPoints,dataInMatPlasticStrainConcNormalized); 
+      const std::map<int, fullVector<double> >& dataInMatLocOri = _localOrientationVectorMap[itMat->first];
       
-      std::map<int, fullVector<double> >& dataInMatInelasticStrainConcNormalized = _inelasticStrainConcentrationNormalizedVectorMap[itMat->first];
-      clutering_impls::vecNormalizeByOverallNorm(dataInMatInelasticStrainConc,_mapGaussPoints,dataInMatInelasticStrainConcNormalized);  
+      std::map<int, fullVector<double> >& dataInMatPlasticStrainConcNormalized = _plasticStrainConcentrationNormalizedVectorMap[itMat->first];
+      clutering_impls::vecNormalizeByOverallNorm(dataInMatPlasticStrainConc,_mapGaussPoints,dataInMatPlasticStrainConcNormalized); 
       
-      //std::map<int, fullVector<double> >& dataInMatPlasticFlowDirConc = _plasticFlowDirConcentrationVectorMap[itMat->first];
-      //clutering_impls::vecNormalizeByLocalNorm(dataInMatPlasticStrainConc,dataInMatPlasticFlowDirConc);
+      //std::map<int, fullVector<double> >& dataInMatInelasticStrainConcNormalized = _inelasticStrainConcentrationNormalizedVectorMap[itMat->first];
+      //clutering_impls::vecNormalizeByOverallNorm(dataInMatInelasticStrainConc,_mapGaussPoints,dataInMatInelasticStrainConcNormalized);
       
-      //std::map<int, fullVector<double> >& dataInMatInelasticStrainSeparatedConc = _inelasticStrainConcentrationSeparatedVectorMap[itMat->first];
-      //clutering_impls::vecSeparate(dataInMatInelasticStrainConc,dataInMatInelasticStrainSeparatedConc);
+      //std::map<int, fullVector<double> >& dataInMatTotalStrainConcNormalized = _totalStrainConcentrationNormalizedVectorMap[itMat->first];
+      //clutering_impls::vecNormalizeByOverallNorm(dataInMatTotalStrainConc,_mapGaussPoints,dataInMatTotalStrainConcNormalized); 
       
       std::map<int, fullVector<double> >& dataInMatPlasticEqStrainConcNormalized = _plasticEqStrainConcentrationNormalizedVectorMap[itMat->first];
       clutering_impls::vecNormalizeByOverallValue(dataInMatPlasticEqStrainConc,_mapGaussPoints,dataInMatPlasticEqStrainConcNormalized);
@@ -2472,16 +2901,53 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       std::map<int, std::map<int, const fullVector<double>*> > clusterInMatPlasticTensor;
       std::map<int, std::map<int, const fullVector<double>*> > clusterInMatInelasticTensor;
       std::map<int, std::map<int, const fullVector<double>*> > clusterInMatTotalStrainTensor;
+      
+      std::map<int, std::map<int, const fullVector<double>*> > clusterInMatLocOri;
 
-      //bool ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatTotalStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
-        //                                                      clusterInMatTotalTensor,clusterInMat);
+      bool ok=false;
                                                           
-      //bool ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatPlasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
-        //                                                      clusterInMatPlasticTensor,clusterInMat);
+      ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatPlasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                         clusterInMatPlasticTensor,clusterInMat);
                                                               
-      bool ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+      //ok= clutering_impls::kmean_cluster_hierarchical_fullVector_fullMatrixBased(dataInMatPlasticStrainConcNormalized,dataInMat,
+        //                                                                         nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+          //                                                                       clusterInMatPlasticTensor,clusterInMat);
+          
+      //ok= clutering_impls::kmean_cluster_hierarchical_fullVectorBased(dataInMatPlasticStrainConcNormalized,dataInMat,
+        //                                                              nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+          //                                                            clusterInMatPlasticTensor,clusterInMat);
+        
+      //ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+        //                                                     clusterInMatInelasticTensor,clusterInMat);
+      
+      /////// for polarization clustering, because elastic phases can be clustered too /////// 
+      /*
+      ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatTotalStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                         clusterInMatTotalStrainTensor,clusterInMat);
+      */
+      ////////////////////////////////////////////////////////////////////////////////////////
+
+                                                             
+      //////// for woven /////////
+      /*if(matNum==11)
+      {                                                        
+      ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
                                                               clusterInMatInelasticTensor,clusterInMat);
-
+      }
+      if(matNum==12 or matNum==13)
+      {                                                        
+      //ok= clutering_impls::kmean_cluster_orientationBased(dataInMatLocOri,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+        //                                                       clusterInMatLocOri,clusterInMat);
+        
+      ok= clutering_impls::kmean_cluster_hierarchical_orientation_fullVectorBased(dataInMatLocOri,dataInMatInelasticStrainConcNormalized,dataInMat,
+                                                                                  nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                                                  clusterInMatLocOri,clusterInMatInelasticTensor,clusterInMat);
+                                                                                  
+      //ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+        //                                                      clusterInMatInelasticTensor,clusterInMat);
+      }*/
+      //////////////////////////
+      
       if (!ok)
       {
         return false;
@@ -2505,12 +2971,6 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
         static fullVector<double> PlTensorMean(36);
         _clusterVolumeMap[clusterNum] = clutering_impls::meanClusterVecLong(clusterPlTensor,_mapGaussPoints,PlTensorMean);
         _clusterAveragePlasticStrainConcentrationVectorMap[clusterNum] = PlTensorMean;*/
-        
-        //const std::map<int, const fullVector<double>*>& clusterInelTensor = (clusterInMatInelasticTensor.find(it->first))->second;
-           
-        //static fullVector<double> PlTensorMean(36);
-        //clutering_impls::meanClusterVec_FullMatrixBased(dataInMatPlasticEqStrainConcNormalized,cluster,_mapGaussPoints,PlTensorMean);
-        //_clusterAveragePlasticStrainConcentrationVectorMap[clusterNum] = PlTensorMean;
            
         static fullVector<double> PlEqmean(6);
         clutering_impls::meanClusterVec_FullMatrixBased(dataInMatPlasticEqStrainConcNormalized,cluster,_mapGaussPoints,PlEqmean);
@@ -2554,30 +3014,11 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
         
         Msg::Info("cluster %d, matNum = %d, volume = %e, stdev %e",clusterNum,matNum,_clusterVolumeMap[clusterNum],_clusterSTDMap[clusterNum]);
         Amean.print("average strain concentration tensor");
-
-        // most strain IP
-        /*mostStrainIP[clusterNum] = clutering_impls::maxConcentrationCluster(cluster);
-        Msg::Info("most elastic strain in cluster = %d is IP %d",clusterNum,mostStrainIP[clusterNum]);*/
-        
-        //mostStrainIP[clusterNum] = clutering_impls::maxConcentrationVecCluster(clusterInelTensor);
-        //Msg::Info("most total inelastic strain in cluster = %d is IP %d",clusterNum,mostStrainIP[clusterNum]);
-        
-        /*mostPlastStrainIP[clusterNum] = clutering_impls::maxConcentrationVecCluster(clusterPlTensor);
-        Msg::Info("most plastic strain in cluster = %d is IP %d",clusterNum,mostPlastStrainIP[clusterNum]);*/
-        
-        mostStrainIP[clusterNum] = 0.;
-        
-        
-        fullVector<double> cluster_position(3);
-        double x_mean(0.), y_mean(0.), z_mean(0.);
-        clutering_impls::meanClusterPosition(cluster,_mapGaussPoints,x_mean,y_mean,z_mean);
-        cluster_position(0) = x_mean;
-        cluster_position(1) = y_mean;
-        cluster_position(2) = z_mean;
-        _clusterPositionMap[clusterNum] = cluster_position;
-        Msg::Info("position of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,x_mean,y_mean,z_mean);
-        
         
+        mostStrainIP[clusterNum] = 0;
+                
+        //////// for woven /////////        
+        /*
         fullVector<double> cluster_fiberOrientation(3);
         double E1_mean(0.), E2_mean(0.), E3_mean(0.);
         clutering_impls::meanClusterFiberOrientation(cluster,_mapGaussPoints,_mapLocalOrientation,E1_mean,E2_mean,E3_mean);
@@ -2585,7 +3026,9 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
         cluster_fiberOrientation(1) = E2_mean;
         cluster_fiberOrientation(2) = E3_mean;
         _clusterMeanFiberOrientationMap[clusterNum] = cluster_fiberOrientation;
-        Msg::Info("position of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,E1_mean,E2_mean,E3_mean);
+        Msg::Info("mean fiber orientation of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,E1_mean,E2_mean,E3_mean);
+        */
+        //////////////////////////////
                
       }
       _totalNumberOfClusters += nbCluster;
@@ -2707,8 +3150,8 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       const STensor43& Amean = it->second;
       static fullMatrix<double> mat(6,6);
       STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
-      printf("writing data for cluster %d\n",cluster);
-      mat.print("average strain concentration tensor");
+      //printf("writing data for cluster %d\n",cluster);
+      //mat.print("average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         for (int j=0; j<6; j++)
@@ -2744,8 +3187,8 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       double volume = _clusterVolumeMap[cluster];
       fprintf(fpl,"%d %d %.16g",cluster, matNum, volume);
       const fullVector<double>& plasticmean = it->second;
-      printf("writing eq. plastic data for cluster %d\n",cluster);
-      plasticmean.print("plastic eq. average strain concentration");
+      //printf("writing eq. plastic data for cluster %d\n",cluster);
+      //plasticmean.print("plastic eq. average strain concentration");
       for (int i=0; i<6; i++)
       {
         fprintf(fpl, " %.16g",plasticmean(i));
@@ -2774,8 +3217,8 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       double volume = _clusterVolumeMap[cluster];
       fprintf(fplGeoMean,"%d %d %.16g",cluster, matNum, volume);
       const fullVector<double>& plasticmean = it->second;
-      printf("writing geometric mean eq. plastic data for cluster %d\n",cluster);
-      plasticmean.print("geometric mean plastic eq. average strain concentration tensor");
+      //printf("writing geometric mean eq. plastic data for cluster %d\n",cluster);
+      //plasticmean.print("geometric mean plastic eq. average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         fprintf(fplGeoMean, " %.16g",plasticmean(i));
@@ -2804,8 +3247,8 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       double volume = _clusterVolumeMap[cluster];
       fprintf(fplHarMean,"%d %d %.16g",cluster, matNum, volume);
       const fullVector<double>& plasticmean = it->second;
-      printf("writing harmonic mean eq. plastic data for cluster %d\n",cluster);
-      plasticmean.print("harmonic mean plastic eq. average strain concentration tensor");
+      //printf("writing harmonic mean eq. plastic data for cluster %d\n",cluster);
+      //plasticmean.print("harmonic mean plastic eq. average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         fprintf(fplHarMean, " %.16g",plasticmean(i));
@@ -2834,8 +3277,8 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
       double volume = _clusterVolumeMap[cluster];
       fprintf(fplPowMean,"%d %d %.16g",cluster, matNum, volume);
       const fullVector<double>& plasticmean = it->second;
-      printf("writing power mean eq. plastic data for cluster %d\n",cluster);
-      plasticmean.print("power mean plastic eq. average strain concentration tensor");
+      //printf("writing power mean eq. plastic data for cluster %d\n",cluster);
+      //plasticmean.print("power mean plastic eq. average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         fprintf(fplPowMean, " %.16g",plasticmean(i));
@@ -2878,183 +3321,504 @@ bool Clustering::computeClustersPlasticity(int minNumberElementEachCluster, int
   return true;
 };
 
-
-
-void Clustering::loadClusterSummaryFromFile(const std::string fileName)
+bool Clustering::computeClustersLocalOrientation(int minNumberElementEachCluster, int maxNbIterations,
+                                                 bool saveToFile, std::string clusterFileName,
+                                                 bool saveSummaryFile, std::string summaryFileName,
+                                                 bool saveClusterMeanFiberOrientationFile, const std::string saveClusterMeanFiberOrientationFileName
+                                                )
 {
-  FILE* f = fopen(fileName.c_str(),"r");
-  if (f !=NULL) {
-    printf("start reading file: %s\n",fileName.c_str());
-    if(!feof(f))
+  // init cluster 
+  clearAllClusterData();
+  for (std::map<int,int>::const_iterator it = _materialMap.begin(); it != _materialMap.end(); it++)
+  {
+    _clusterIndex[it->first] = -1;
+  }
+  
+  //
+  _totalNumberOfClusters = 0;
+  for (std::map<int, std::map<int, fullMatrix<double> > >::const_iterator  itMat = _concentrationTensorMap.begin(); 
+                      itMat != _concentrationTensorMap.end(); itMat++)
+  {
+    int matNum = itMat->first;
+    int nbCluster = 0;
+    std::map<int,int>::const_iterator itnb = _numberOfClustersPerLaw.find(matNum);
+    if (itnb !=_numberOfClustersPerLaw.end())
     {
-      char what[256];
-      fscanf(f, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(f, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(f, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(f, "%s", what);
-      printf("what = %s\n",what);
-
-      for (int i=0; i<6; i++)
-      {
-        for (int j=0; j<6; j++)
-        {
-          fscanf(f, "%s", what);
-          printf("what = %s\n",what);
-        }
+      nbCluster = itnb->second;
+    }
+    if (nbCluster > 0)
+    {
+      const std::map<int, fullMatrix<double> >& dataInMat = itMat->second;
+      const std::map<int, fullVector<double> >& dataInMatInelasticStrainConc = _inelasticStrainConcentrationVectorMap[itMat->first];      
+      const std::map<int, fullVector<double> >& dataInMatLocOri = _localOrientationVectorMap[itMat->first];
+      
+      std::map<int, fullVector<double> >& dataInMatInelasticStrainConcNormalized = _inelasticStrainConcentrationNormalizedVectorMap[itMat->first];
+      clutering_impls::vecNormalizeByOverallNorm(dataInMatInelasticStrainConc,_mapGaussPoints,dataInMatInelasticStrainConcNormalized);
+   
+      //Msg::Info("start clustering for material %d \n number of clusters = %d, min number in each cluster = %d",matNum, nbCluster,minNumberElementEachCluster);
+      std::map<int, std::map<int, const fullMatrix<double>*> > clusterInMat;
+      std::map<int, std::map<int, const fullVector<double>*> > clusterInMatInelasticTensor;      
+      std::map<int, std::map<int, const fullVector<double>*> > clusterInMatLocOri;
+
+      bool ok=false;
+                                                             
+      //////// for woven /////////
+      if(matNum==11)
+      {                                                        
+      ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                              clusterInMatInelasticTensor,clusterInMat);
       }
-      if(strcmp(what, "A_55"))
+      if(matNum==12 or matNum==13)
+      {                                                        
+      //ok= clutering_impls::kmean_cluster_orientationBased(dataInMatLocOri,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+        //                                                       clusterInMatLocOri,clusterInMat);
+        
+      ok= clutering_impls::kmean_cluster_hierarchical_orientation_fullVectorBased(dataInMatLocOri,dataInMatInelasticStrainConcNormalized,dataInMat,
+                                                                                  nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                                                  clusterInMatLocOri,clusterInMatInelasticTensor,clusterInMat);
+                                                                                  
+      //ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatInelasticStrainConcNormalized,dataInMat,nbCluster,minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+        //                                                      clusterInMatInelasticTensor,clusterInMat);
+      }
+      
+      if (!ok)
       {
-        Msg::Error("file format in %s is not correct\n",fileName.c_str());
-        Msg::Exit(0);
+        return false;
       }
-    }
-    while (1){
-      if(feof(f))
-        break;
-      int cluster =0;
-      int matNum = 0;
-      double volume = 0;
-      double stdev = 0.;
-      if (fscanf(f, "%d %d %lf %lf", &cluster,&matNum,&volume,&stdev)==4)
+      for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator it = clusterInMat.begin(); it!= clusterInMat.end(); it++)
       {
-        static fullMatrix<double> matTensor(6,6);
-        for (int i=0; i<6; i++)
-        {
-          for (int j=0; j<6; j++)
-          {
-            double val=0;
-            if (fscanf(f,"%lf",&val)==1)
-              matTensor(i,j) = val;
-          }
-        }
-        if (matNum >0)
+        int clusterNum = it->first + _totalNumberOfClusters;
+        const std::map<int, const fullMatrix<double>*>& cluster = it->second;
+        //
+        for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cluster.begin(); itset != cluster.end(); itset++)
         {
-          printf("load data in cluster %d matnum = %d volume = %e stdev = %e \n",cluster,matNum,volume,stdev);
-          matTensor.print("matTensor");
-          
-          _clusterMaterialMap[cluster] = matNum;
-          _clusterVolumeMap[cluster] = volume;
-          _clusterSTDMap[cluster] = stdev;
-          STensor43& T = _clusterAverageStrainConcentrationTensorMap[cluster];
-          STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+          // update cluster index at each material point
+          _clusterIndex[itset->first] = clusterNum;
         }
+        // average concentration tensor in this cluster
+        static fullMatrix<double> Amean(6,6);
+        _clusterVolumeMap[clusterNum] = clutering_impls::meanCluster(cluster,_mapGaussPoints,Amean);
+        STensorOperation::fromFullMatrixToSTensor43(Amean,_clusterAverageStrainConcentrationTensorMap[clusterNum]);
+                                            
+        _clusterMaterialMap[clusterNum] = matNum;
+        
+        Msg::Info("cluster %d, matNum = %d, volume = %e, stdev %e",clusterNum,matNum,_clusterVolumeMap[clusterNum],0.);
+        Amean.print("average strain concentration tensor");
+                
+        fullVector<double> cluster_fiberOrientation(3);
+        double E1_mean(0.), E2_mean(0.), E3_mean(0.);
+        clutering_impls::meanClusterFiberOrientation(cluster,_mapGaussPoints,_mapLocalOrientation,E1_mean,E2_mean,E3_mean);
+        cluster_fiberOrientation(0) = E1_mean;
+        cluster_fiberOrientation(1) = E2_mean;
+        cluster_fiberOrientation(2) = E3_mean;
+        _clusterMeanFiberOrientationMap[clusterNum] = cluster_fiberOrientation;
+        Msg::Info("mean fiber orientation of cluster = %d is %.16g,%.16g,%.16g ",clusterNum,E1_mean,E2_mean,E3_mean);
+               
       }
+      _totalNumberOfClusters += nbCluster;
+      Msg::Info("done clustering for material %d",matNum);
+    }
+    else
+    {
+      Msg::Info("material %d is not clustered",matNum);
+    }
+  }
+  
+  if (saveClusterMeanFiberOrientationFile)
+  {
+    std::vector<std::string> splitFileName = SplitFileName(saveClusterMeanFiberOrientationFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f = fopen(fname.c_str(),"w");
+    printf("start writing cluster mean fiber orientation to file: %s\n",fname.c_str());
+    std::string str ="CLUSTER_ID MAT_NUM E1 E2 E3";
+    fprintf(f,"%s\n",str.c_str());
+    for (std::map<int, fullVector<double> >::const_iterator it = _clusterMeanFiberOrientationMap.begin();  it!= _clusterMeanFiberOrientationMap.end(); it++)
+    { 
+      int clusterId = it->first;
+      int matNum = _clusterMaterialMap[clusterId];
+      fullVector<double> angles = it->second;
+      double E1 = angles(0);
+      double E2 = angles(1);
+      double E3 = angles(2);
+      fprintf(f, "%d %d %.16g %.16g %.16g\n",clusterId,matNum,E1,E2,E3);
     }
-    printf("done reading file: %s\n",fileName.c_str());
     fclose(f);
-    
-    _totalNumberOfClusters = _clusterVolumeMap.size();
-    printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
+    printf("done writing cluster mean fiber orientation to file: %s \n",fname.c_str());
   }
-  else
+  
+  if (saveToFile)
   {
-    Msg::Error("File %s does not exist !!!",fileName.c_str());
-    Msg::Exit(0);
+    std::vector<std::string> splitFileName = SplitFileName(clusterFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f = fopen(fname.c_str(),"w");
+    printf("start writing cluster data to file: %s\n",fname.c_str());
+    std::string str ="ELE_NUM GP_NUM CLUSTER_ID MAT_NUM";
+    fprintf(f,"%s\n",str.c_str());
+    // write data
+    for (std::map<int, int>::const_iterator it = _clusterIndex.begin();  it!= _clusterIndex.end(); it++)
+    { 
+      int type = it->first;
+      int clusterId = it->second;
+      int ele, gp;
+      numericalMaterialBase::getTwoIntsFromType(type,ele,gp);
+      fprintf(f, "%d %d %d %d\n",ele,gp,clusterId,_materialMap[type]);
+    }
+    fclose(f);
+    printf("done writing cluster data to file: %s \n",fname.c_str());
   }
-}
-
-void Clustering::loadReferenceStiffnessFromFile(const std::string fileName)
-{
-  FILE* f = fopen(fileName.c_str(),"r");
-  if (f !=NULL) {
-    printf("start reading file: %s\n",fileName.c_str());
-    if(!feof(f))
+  
+  if (saveSummaryFile)
+  {
+    std::vector<std::string> splitFileName = SplitFileName(summaryFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f = fopen(fname.c_str(),"w");
+    printf("start writing cluster summary to file: %s\n",fname.c_str());
+    std::string str ="CLUSTER_ID MAT_NUM VOLUME STD";
+    // write data
+    for (int i=0; i<6; i++)
     {
-      char what[256];
-      for (int i=0; i<6; i++)
-      {
-        for (int j=0; j<6; j++)
-        {
-          fscanf(f, "%s", what);
-          printf("what = %s\n",what);
-        }
-      }
-      if(strcmp(what, "C_el_55"))
+      for (int j=0; j<6; j++)
       {
-        Msg::Error("file format in %s is not correct\n",fileName.c_str());
-        Msg::Exit(0);
+        str += " A_"+std::to_string(i)+std::to_string(j);
       }
     }
-    while (1){
-      if(feof(f))
-        break;
-
-      static fullMatrix<double> matTensor(6,6);
+    fprintf(f,"%s\n",str.c_str());
+    // write data
+    for (std::map<int, STensor43>::const_iterator it = _clusterAverageStrainConcentrationTensorMap.begin();  it!= _clusterAverageStrainConcentrationTensorMap.end(); it++)
+    { 
+      int cluster = it->first;
+      int matNum = _clusterMaterialMap[cluster];
+      double volume = _clusterVolumeMap[cluster];
+      double stdev = 0.;
+      fprintf(f,"%d %d %.16g %.16g",cluster, matNum, volume, stdev);
+      const STensor43& Amean = it->second;
+      static fullMatrix<double> mat(6,6);
+      STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
+      //printf("writing data for cluster %d\n",cluster);
+      //mat.print("average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         for (int j=0; j<6; j++)
         {
-          double val=0;
-          if (fscanf(f,"%lf",&val)==1)
-            matTensor(i,j) = val;
+          fprintf(f, " %.16g",mat(i,j));
         }
       }
-      STensor43& T = _referenceStiffness;
-      STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+      fprintf(f, "\n");
     }
-    printf("done reading file: %s\n",fileName.c_str());
     fclose(f);
+    printf("done writing cluster summary to file: %s \n",fname.c_str());
   }
-  else
-  {
-    Msg::Error("File %s does not exist !!!",fileName.c_str());
-    Msg::Exit(0);
-  }
-}
 
-void Clustering::loadReferenceStiffnessIsoFromFile(const std::string fileName)
+  return true;
+};
+
+
+bool Clustering::computeClustersPlasticityHierarchical(int minNumberElementEachCluster, int maxNbIterations,
+                                                       bool saveToFile, std::string clusterFileName,
+                                                       bool saveSummaryFile, std::string summaryFileName
+                                                       )
 {
-  FILE* f = fopen(fileName.c_str(),"r");
-  if (f !=NULL) {
-    printf("start reading file: %s\n",fileName.c_str());
-    if(!feof(f))
+  // init cluster 
+  clearAllClusterData();
+  for (std::map<int,int>::const_iterator it = _materialMap.begin(); it != _materialMap.end(); it++)
+  {
+    _clusterIndex[it->first] = -1;
+    _clusterIndexLevel0[it->first] = -1;
+    _clusterIndexHierarchicalGlobal[it->first] = -1;
+    (_clusterIndexHierarchical[it->first]).clear();
+  }
+  
+  //
+  _totalNumberOfClusters = 0;
+  _totalNumberOfClustersHierarchicalGlobal = 0;
+  for (std::map<int, std::map<int, fullMatrix<double> > >::const_iterator  itMat = _concentrationTensorMap.begin(); 
+                      itMat != _concentrationTensorMap.end(); itMat++)
+  {
+    int matNum = itMat->first;
+    std::map<int,std::vector<int>>::const_iterator itnbLevels = _numberOfClustersPerLevelPerLaw.find(matNum);
+    const std::vector<int>& clusterNbLevels = itnbLevels->second;
+    
+    _numberOfLevels = clusterNbLevels.size();
+    
+    std::vector<int> nbClusterLevels;
+    nbClusterLevels.clear();
+    
+    if (itnbLevels !=_numberOfClustersPerLevelPerLaw.end())
+    { 
+      nbClusterLevels.push_back(clusterNbLevels[0]);
+      if(_numberOfLevels>1)
+      {
+        nbClusterLevels.push_back(clusterNbLevels[1]);
+      }
+    }
+        
+    if (nbClusterLevels[0] > 0)
     {
-      char what[256];
-      for (int i=0; i<6; i++)
+      const std::map<int, fullMatrix<double> >& dataInMat = itMat->second;
+      
+      const std::map<int, fullVector<double> >& dataInMatPlasticStrainConc = _plasticStrainConcentrationVectorMap[itMat->first];      
+      std::map<int, fullVector<double> >& dataInMatPlasticStrainConcNormalized = _plasticStrainConcentrationNormalizedVectorMap[itMat->first];
+      clutering_impls::vecNormalizeByOverallNorm(dataInMatPlasticStrainConc,_mapGaussPoints,dataInMatPlasticStrainConcNormalized); 
+
+      Msg::Info("start clustering for material %d on level 0 \n number of clusters = %d, min number in each cluster = %d",matNum, nbClusterLevels[0], minNumberElementEachCluster);
+      
+      typedef std::map<int, std::map<int, const fullMatrix<double>*> > clusters_perLevel;
+      clusters_perLevel clustersInMatLevel0;
+      std::map<int, clusters_perLevel > clustersInMatLevel1;
+      
+      typedef std::map<int, std::map<int, const fullVector<double>*> > clustersVec_perLevel;
+      clustersVec_perLevel clustersInMatPlasticTensorLevel0;
+      std::map<int, clustersVec_perLevel > clustersInMatPlasticTensorLevel1;
+      
+      bool ok=false;                                                          
+      ok= clutering_impls::kmean_cluster_FullVectorBased(dataInMatPlasticStrainConcNormalized,dataInMat,nbClusterLevels[0],minNumberElementEachCluster,maxNbIterations,_mapGaussPoints,
+                                                         clustersInMatPlasticTensorLevel0,clustersInMatLevel0);
+                                                         
+      if (!ok)
       {
-        for (int j=0; j<6; j++)
+        return false;
+      }
+      
+      for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator it = clustersInMatLevel0.begin(); it!= clustersInMatLevel0.end(); it++)
+      {
+        int clusterNumLevel0 = it->first + _totalNumberOfClusters;
+        const std::map<int, const fullMatrix<double>*>& cluster = it->second;
+        //
+        for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cluster.begin(); itset != cluster.end(); itset++)
         {
-          fscanf(f, "%s", what);
-          printf("what = %s\n",what);
+          // update cluster index at each material point
+          _clusterIndexLevel0[itset->first] = clusterNumLevel0;
         }
+        // average concentration tensor in this cluster
+        static fullMatrix<double> Amean(6,6);
+        _clusterVolumeMapLevel0[clusterNumLevel0] = clutering_impls::meanCluster(cluster,_mapGaussPoints,Amean);
+        STensorOperation::fromFullMatrixToSTensor43(Amean,_clusterAverageStrainConcentrationTensorMap[clusterNumLevel0]);
+
+        _clusterMaterialMapLevel0[clusterNumLevel0] = matNum;
+        
+        Msg::Info("cluster %d, matNum = %d, volume = %e ",clusterNumLevel0,matNum,_clusterVolumeMapLevel0[clusterNumLevel0]);
+        Amean.print("average strain concentration tensor level 0");        
+        
+        if(_numberOfLevels>1)
+        {
+          const std::map<int, const fullMatrix<double>* >& dataInClPointer = it->second;    
+          std::map<int, fullMatrix<double> > dataInCl;    
+          for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
+          {
+            fullMatrix<double>& mat = dataInCl[itp->first];
+            mat = *(itp->second);
+          }
+          clusters_perLevel& clusterInCl_pnt = clustersInMatLevel1[clusterNumLevel0];  
+          
+          const std::map<int, const fullVector<double>* >& dataInClPlasticStrainConcNormalizedPointer = clustersInMatPlasticTensorLevel0[it->first];
+          std::map<int, fullVector<double> > dataInClPlasticStrainConcNormalized;
+          for (std::map<int, const fullVector<double>* >::const_iterator  itp = dataInClPlasticStrainConcNormalizedPointer.begin(); itp != dataInClPlasticStrainConcNormalizedPointer.end(); itp++)
+          {
+            fullVector<double>& vec = dataInClPlasticStrainConcNormalized[itp->first];
+            vec = *(itp->second);
+          }
+          clustersVec_perLevel& clusterInClPlasticTensor_pnt = clustersInMatPlasticTensorLevel1[clusterNumLevel0];  
+            
+          int minNumberElementEachClusterLevel1 = 1;  
+          ok = false;
+          ok= clutering_impls::kmean_cluster_FullVectorBased(dataInClPlasticStrainConcNormalized,dataInCl,nbClusterLevels[1],
+                                                             minNumberElementEachClusterLevel1,maxNbIterations,_mapGaussPoints,clusterInClPlasticTensor_pnt,clusterInCl_pnt);
+          if (!ok)
+          {
+            return false;
+          }
+
+          std::map<int, STensor43>& strainConcMapLevel1 = _clusterAverageStrainConcentrationTensorMapLevel1[clusterNumLevel0];
+          std::map<int, double>& volumeMapLevel1 = _clusterVolumeMapLevel1[clusterNumLevel0];
+          std::map<int, int>& materialMapLevel1 = _clusterMaterialMapLevel1[clusterNumLevel0];
+        
+          for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator itLevel1 = clusterInCl_pnt.begin(); itLevel1!= clusterInCl_pnt.end(); itLevel1++)
+          {
+            int clusterNumLevel1 = itLevel1->first;
+            //int clusterNumLevel1Global = _totalNumberOfClustersHierarchicalGlobal+clusterNumLevel0*nbClusterLevels[1]+clusterNumLevel1;
+            int clusterNumLevel1Global = _totalNumberOfClustersHierarchicalGlobal+clusterNumLevel1;
+            const std::map<int, const fullMatrix<double>*>& cluster = itLevel1->second;
+          
+            for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cluster.begin(); itset != cluster.end(); itset++)
+            {
+              // update cluster index at each material point
+              std::vector<int>& clusterIndices = _clusterIndexHierarchical[itset->first];
+              clusterIndices.resize(2,true);
+              clusterIndices[0] = clusterNumLevel0;
+              clusterIndices[1] = clusterNumLevel1;
+              
+              _clusterIndexHierarchicalGlobal[itset->first] = clusterNumLevel1Global;
+            }
+            // average concentration tensor in this cluster
+            static fullMatrix<double> Amean(6,6);
+            volumeMapLevel1[clusterNumLevel1] = clutering_impls::meanCluster(cluster,_mapGaussPoints,Amean);
+            STensor43 Amean_tensor;
+            STensorOperation::fromFullMatrixToSTensor43(Amean,Amean_tensor);
+          
+            const STensor43& Amean_host = _clusterAverageStrainConcentrationTensorMap[clusterNumLevel0];
+            STensor43 Amean_host_inv;
+            STensorOperation::inverseSTensor43(Amean_host,Amean_host_inv);
+          
+            STensorOperation::multSTensor43InPlace(Amean_tensor,Amean_host_inv);
+            strainConcMapLevel1[clusterNumLevel1] = Amean_tensor;
+            materialMapLevel1[clusterNumLevel1] = matNum;
+          
+            Msg::Info("level 0 cluster index: %d, level 1 cluster index: %d, matNum = %d, volume = %e ",clusterNumLevel0,clusterNumLevel1,matNum,volumeMapLevel1[clusterNumLevel1]);
+            Amean.print("average strain concentration tensor level 1");  
+          }
+          _totalNumberOfClustersHierarchicalGlobal += nbClusterLevels[1];
+        } 
+      }            
+      _totalNumberOfClusters += nbClusterLevels[0];
+      Msg::Info("done clustering for material %d",matNum);
+    }
+    else
+    {
+      Msg::Info("material %d is not clustered",matNum);
+    }
+  }
+  
+  _clusterIndex = _clusterIndexLevel0;
+  _clusterMaterialMap = _clusterMaterialMapLevel0;
+  
+  if (saveToFile)
+  {
+    std::vector<std::string> splitFileName = SplitFileName(clusterFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f = fopen(fname.c_str(),"w");
+    printf("start writing cluster data to file: %s\n",fname.c_str());
+    std::string str ="ELE_NUM GP_NUM CLUSTER_ID MAT_NUM";
+    fprintf(f,"%s\n",str.c_str());
+    // write data
+    for (std::map<int, int>::const_iterator it = _clusterIndex.begin();  it!= _clusterIndex.end(); it++)
+    { 
+      int type = it->first;
+      int clusterId = it->second;
+      int ele, gp;
+      numericalMaterialBase::getTwoIntsFromType(type,ele,gp);
+      fprintf(f, "%d %d %d %d\n",ele,gp,clusterId,_materialMap[type]);
+    }
+    fclose(f);
+    printf("done writing cluster data to file: %s \n",fname.c_str());   
+    
+    if (_numberOfLevels>1)
+    {
+      std::vector<std::string> splitFileName = SplitFileName(clusterFileName);
+      std::string fname = splitFileName[1]+"_level1_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+      FILE* f1 = fopen(fname.c_str(),"w");
+      printf("start writing cluster data level 1 to file: %s\n",fname.c_str());
+      std::string str ="ELE_NUM GP_NUM CL_ID_LV0 CL_ID_LV1 MAT_NUM";
+      fprintf(f1,"%s\n",str.c_str());
+      // write data
+      for (std::map<int, std::vector<int>>::const_iterator itLv0 = _clusterIndexHierarchical.begin();  itLv0!= _clusterIndexHierarchical.end(); itLv0++)
+      { 
+        std::vector<int> clusterIds = itLv0->second;
+        int type = itLv0->first;
+        int ele, gp;
+        numericalMaterialBase::getTwoIntsFromType(type,ele,gp);
+        fprintf(f1, "%d %d %d %d\n",ele,gp,clusterIds[0],clusterIds[1],_materialMap[type]);
       }
-      if(strcmp(what, "C_el_55"))
+      fclose(f1);
+      printf("done writing cluster data level 1 to file: %s \n",fname.c_str());       
+    }     
+  }
+  
+  if (saveSummaryFile)
+  { 
+    std::vector<std::string> splitFileName = SplitFileName(summaryFileName);
+    std::string fname = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    FILE* f0 = fopen(fname.c_str(),"w");
+    printf("start writing cluster summary level 0 to file: %s\n",fname.c_str());
+    std::string str0 ="CLUSTER_ID MAT_NUM VOLUME STD";
+    // write data
+    for (int i=0; i<6; i++)
+    {
+      for (int j=0; j<6; j++)
       {
-        Msg::Error("file format in %s is not correct\n",fileName.c_str());
-        Msg::Exit(0);
+        str0 += " A_"+std::to_string(i)+std::to_string(j);
       }
     }
-    while (1){
-      if(feof(f))
-        break;
-
-      static fullMatrix<double> matTensor(6,6);
+    fprintf(f0,"%s\n",str0.c_str());
+    // write data
+    for (std::map<int, STensor43>::const_iterator it = _clusterAverageStrainConcentrationTensorMap.begin();  it!= _clusterAverageStrainConcentrationTensorMap.end(); it++)
+    { 
+      int cluster = it->first;
+      int matNum = _clusterMaterialMapLevel0[cluster];
+      double volume = _clusterVolumeMapLevel0[cluster];
+      double stdev = 0.;
+      fprintf(f0,"%d %d %.16g %.16g",cluster, matNum, volume, stdev);
+      const STensor43& Amean = it->second;
+      static fullMatrix<double> mat(6,6);
+      STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
+      printf("writing data for cluster %d\n",cluster);
+      mat.print("average strain concentration tensor");
       for (int i=0; i<6; i++)
       {
         for (int j=0; j<6; j++)
         {
-          double val=0;
-          if (fscanf(f,"%lf",&val)==1)
-            matTensor(i,j) = val;
+          fprintf(f0, " %.16g",mat(i,j));
         }
       }
-      STensor43& T = _referenceStiffnessIso;
-      STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+      fprintf(f0, "\n");
     }
-    printf("done reading file: %s\n",fileName.c_str());
-    fclose(f);
-  }
-  else
-  {
-    Msg::Error("File %s does not exist !!!",fileName.c_str());
-    Msg::Exit(0);
-  }
-}
+    fclose(f0);
+    printf("done writing cluster summary level 0 to file: %s \n",fname.c_str());
+    
+    if (_numberOfLevels>1)
+    {
+      std::vector<std::string> splitFileName = SplitFileName(summaryFileName);
+      std::string fname = splitFileName[1]+"_level1_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+      FILE* f1 = fopen(fname.c_str(),"w");
+      printf("start writing cluster summary level 1 to file: %s\n",fname.c_str());
+      std::string str1 ="CLUSTER_LV0 CLUSTER_LV1 MAT_NUM VOLUME";
+      // write data
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          str1 += " A_"+std::to_string(i)+std::to_string(j);
+        }
+      }
+      fprintf(f1,"%s\n",str1.c_str());
+      // write data
+      for (std::map<int, std::map<int, STensor43> >::const_iterator itLv0 = _clusterAverageStrainConcentrationTensorMapLevel1.begin();  
+                                                                    itLv0!= _clusterAverageStrainConcentrationTensorMapLevel1.end(); itLv0++)
+      { 
+        int clusterLv0 = itLv0->first;
+        const std::map<int, STensor43>& clusterStrainConcOnLevel1 = itLv0->second;
+        std::map<int, int>& clusterMaterialMapOnLevel1 = _clusterMaterialMapLevel1[clusterLv0];
+        std::map<int, double>& clusterVolumeMapOnLevel1 = _clusterVolumeMapLevel1[clusterLv0];        
+        for (std::map<int, STensor43>::const_iterator itLv1 = clusterStrainConcOnLevel1.begin();  itLv1!= clusterStrainConcOnLevel1.end(); itLv1++)
+        { 
+          int clusterLv1 = itLv1->first;
+          const int& matNum = clusterMaterialMapOnLevel1[clusterLv1];
+          const double& volume = clusterVolumeMapOnLevel1[clusterLv1];
+          fprintf(f1,"%d %d %d %.16g",clusterLv0, clusterLv1, matNum, volume);
+          const STensor43& Amean = itLv1->second;
+          static fullMatrix<double> mat(6,6);
+          STensorOperation::fromSTensor43ToFullMatrix(Amean,mat);
+          printf("writing data for clusters level 0, level 1: %d %d\n",clusterLv0,clusterLv1);
+          mat.print("average strain concentration tensor");
+          for (int i=0; i<6; i++)
+          {
+            for (int j=0; j<6; j++)
+            {
+              fprintf(f1, " %.16g",mat(i,j));
+            }
+          }
+          fprintf(f1, "\n");
+        }
+      }
+      fclose(f1);
+      printf("done writing cluster summary level 1 to file: %s \n",fname.c_str());
+    }    
+  }  
+  return true;
+};
 
-void Clustering::loadClusterSummaryHomogenizedFrameFromFile(const std::string fileName)
+
+
+void Clustering::loadClusterSummaryFromFile(const std::string fileName)
 {
   FILE* f = fopen(fileName.c_str(),"r");
   if (f !=NULL) {
@@ -3119,12 +3883,7 @@ void Clustering::loadClusterSummaryHomogenizedFrameFromFile(const std::string fi
     }
     printf("done reading file: %s\n",fileName.c_str());
     fclose(f);
-    _totalNumberOfClusters = _clusterVolumeMap.size();
-    printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
-    _clusterMaterialMap.erase(_totalNumberOfClusters-1);
-    _clusterVolumeMap.erase(_totalNumberOfClusters-1);
-    _clusterSTDMap.erase(_totalNumberOfClusters-1);
-    _clusterAverageStrainConcentrationTensorMap.erase(_totalNumberOfClusters-1);
+    
     _totalNumberOfClusters = _clusterVolumeMap.size();
     printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
   }
@@ -3135,8 +3894,11 @@ void Clustering::loadClusterSummaryHomogenizedFrameFromFile(const std::string fi
   }
 }
 
-void Clustering::loadClusterStandDevFromFile(const std::string fileName)
+
+
+void Clustering::loadClusterSummaryLevel1FromFile(const std::string fileName)
 {
+  _numberOfLevels = 2;
   FILE* f = fopen(fileName.c_str(),"r");
   if (f !=NULL) {
     printf("start reading file: %s\n",fileName.c_str());
@@ -3149,6 +3911,9 @@ void Clustering::loadClusterStandDevFromFile(const std::string fileName)
       printf("what = %s\n",what);
       fscanf(f, "%s", what);
       printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+
       for (int i=0; i<6; i++)
       {
         for (int j=0; j<6; j++)
@@ -3157,7 +3922,7 @@ void Clustering::loadClusterStandDevFromFile(const std::string fileName)
           printf("what = %s\n",what);
         }
       }
-      if(strcmp(what, "STD_A_55"))
+      if(strcmp(what, "A_55"))
       {
         Msg::Error("file format in %s is not correct\n",fileName.c_str());
         Msg::Exit(0);
@@ -3166,10 +3931,11 @@ void Clustering::loadClusterStandDevFromFile(const std::string fileName)
     while (1){
       if(feof(f))
         break;
-      int cluster =0;
+      int clusterLv0 =0;
+      int clusterLv1 =0;
       int matNum = 0;
       double volume = 0;
-      if (fscanf(f, "%d %d %lf", &cluster,&matNum,&volume)==3)
+      if (fscanf(f, "%d %d %d %lf", &clusterLv0,&clusterLv1,&matNum,&volume)==4)
       {
         static fullMatrix<double> matTensor(6,6);
         for (int i=0; i<6; i++)
@@ -3183,15 +3949,32 @@ void Clustering::loadClusterStandDevFromFile(const std::string fileName)
         }
         if (matNum >0)
         {
-          printf("load data in cluster %d matnum = %d \n",cluster,matNum);
+          printf("load data in cluster level 0, level 1: %d %d matnum = %d volume = %e \n",clusterLv0,clusterLv1,matNum,volume);
           matTensor.print("matTensor");
-          STensor43& T = _clusterSTDTensorMap[cluster];
+          
+          std::map<int, int>& clusterMaterialMapOnLevel1 = _clusterMaterialMapLevel1[clusterLv0];
+          clusterMaterialMapOnLevel1[clusterLv1] = matNum;
+          
+          std::map<int, double>& clusterVolumeMapOnLevel1 = _clusterVolumeMapLevel1[clusterLv0];
+          clusterVolumeMapOnLevel1[clusterLv1] = volume;
+          
+          std::map<int, STensor43>& clusterAverageStrainConcentrationTensorMapOnLevel1 = _clusterAverageStrainConcentrationTensorMapLevel1[clusterLv0];
+          
+          STensor43& T = clusterAverageStrainConcentrationTensorMapOnLevel1[clusterLv1];
           STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
         }
       }
     }
     printf("done reading file: %s\n",fileName.c_str());
     fclose(f);
+    
+    for (std::map<int, std::map<int, double>>::const_iterator itLv0 = _clusterVolumeMapLevel1.begin();  itLv0!= _clusterVolumeMapLevel1.end(); itLv0++)
+    { 
+      int clLv0 = itLv0->first;
+      std::map<int, double> clusterVolumeMapOnLevel1 = itLv0->second;
+      _numberOfClustersLevel1[clLv0] = clusterVolumeMapOnLevel1.size();
+      printf("cluster no. level 0: clLv0. Total number of subclusters from file %s = %d\n",fileName.c_str(),_numberOfClustersLevel1[clLv0]);
+    }
   }
   else
   {
@@ -3201,59 +3984,48 @@ void Clustering::loadClusterStandDevFromFile(const std::string fileName)
 }
 
 
-void Clustering::loadClusterPlasticEqSummaryFromFile(const std::string fileName)
+
+void Clustering::loadReferenceStiffnessFromFile(const std::string fileName)
 {
-  FILE* fp = fopen(fileName.c_str(),"r");
-  if (fp !=NULL) {
+  FILE* f = fopen(fileName.c_str(),"r");
+  if (f !=NULL) {
     printf("start reading file: %s\n",fileName.c_str());
-    if(!feof(fp))
+    if(!feof(f))
     {
       char what[256];
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-
       for (int i=0; i<6; i++)
       {
-        fscanf(fp, "%s", what);
-        printf("what = %s\n",what);
+        for (int j=0; j<6; j++)
+        {
+          fscanf(f, "%s", what);
+          printf("what = %s\n",what);
+        }
       }
-      if(strcmp(what, "a_pl_5"))
+      if(strcmp(what, "C_el_55"))
       {
         Msg::Error("file format in %s is not correct\n",fileName.c_str());
         Msg::Exit(0);
       }
     }
     while (1){
-      if(feof(fp))
+      if(feof(f))
         break;
-      int cluster =0;
-      int matNum = 0;
-      double volume = 0;
-      if (fscanf(fp, "%d %d %lf", &cluster,&matNum,&volume)==3)
+
+      static fullMatrix<double> matTensor(6,6);
+      for (int i=0; i<6; i++)
       {
-        static fullVector<double> vec(6);
-        for (int i=0; i<6; i++)
+        for (int j=0; j<6; j++)
         {
           double val=0;
-          if (fscanf(fp,"%lf",&val)==1)
-            vec(i) = val;
-        }
-        if (matNum >0)
-        {
-          printf("load data in cluster %d matnum = %d volume = %e \n",cluster,matNum,volume);
-          vec.print("vec");
-
-          fullVector<double>& t = _clusterAveragePlasticEqStrainConcentrationVectorMap[cluster];
-          t = vec;
+          if (fscanf(f,"%lf",&val)==1)
+            matTensor(i,j) = val;
         }
       }
+      STensor43& T = _referenceStiffness;
+      STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
     }
     printf("done reading file: %s\n",fileName.c_str());
-    fclose(fp);
+    fclose(f);
   }
   else
   {
@@ -3262,24 +4034,220 @@ void Clustering::loadClusterPlasticEqSummaryFromFile(const std::string fileName)
   }
 }
 
-void Clustering::loadClusterPlasticEqSummaryGeometricFromFile(const std::string fileName)
+void Clustering::loadReferenceStiffnessIsoFromFile(const std::string fileName)
 {
-  FILE* fp = fopen(fileName.c_str(),"r");
-  if (fp !=NULL) {
+  FILE* f = fopen(fileName.c_str(),"r");
+  if (f !=NULL) {
     printf("start reading file: %s\n",fileName.c_str());
-    if(!feof(fp))
+    if(!feof(f))
     {
       char what[256];
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-      fscanf(fp, "%s", what);
-      printf("what = %s\n",what);
-
       for (int i=0; i<6; i++)
       {
-        fscanf(fp, "%s", what);
+        for (int j=0; j<6; j++)
+        {
+          fscanf(f, "%s", what);
+          printf("what = %s\n",what);
+        }
+      }
+      if(strcmp(what, "C_el_55"))
+      {
+        Msg::Error("file format in %s is not correct\n",fileName.c_str());
+        Msg::Exit(0);
+      }
+    }
+    while (1){
+      if(feof(f))
+        break;
+
+      static fullMatrix<double> matTensor(6,6);
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          double val=0;
+          if (fscanf(f,"%lf",&val)==1)
+            matTensor(i,j) = val;
+        }
+      }
+      STensor43& T = _referenceStiffnessIso;
+      STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+    }
+    printf("done reading file: %s\n",fileName.c_str());
+    fclose(f);
+  }
+  else
+  {
+    Msg::Error("File %s does not exist !!!",fileName.c_str());
+    Msg::Exit(0);
+  }
+}
+
+void Clustering::loadClusterSummaryHomogenizedFrameFromFile(const std::string fileName)
+{
+  FILE* f = fopen(fileName.c_str(),"r");
+  if (f !=NULL) {
+    printf("start reading file: %s\n",fileName.c_str());
+    if(!feof(f))
+    {
+      char what[256];
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          fscanf(f, "%s", what);
+          printf("what = %s\n",what);
+        }
+      }
+      if(strcmp(what, "A_55"))
+      {
+        Msg::Error("file format in %s is not correct\n",fileName.c_str());
+        Msg::Exit(0);
+      }
+    }
+    while (1){
+      if(feof(f))
+        break;
+      int cluster =0;
+      int matNum = 0;
+      double volume = 0;
+      double stdev = 0.;
+      if (fscanf(f, "%d %d %lf %lf", &cluster,&matNum,&volume,&stdev)==4)
+      {
+        static fullMatrix<double> matTensor(6,6);
+        for (int i=0; i<6; i++)
+        {
+          for (int j=0; j<6; j++)
+          {
+            double val=0;
+            if (fscanf(f,"%lf",&val)==1)
+              matTensor(i,j) = val;
+          }
+        }
+        if (matNum >0)
+        {
+          printf("load data in cluster %d matnum = %d volume = %e stdev = %e \n",cluster,matNum,volume,stdev);
+          matTensor.print("matTensor");
+          
+          _clusterMaterialMap[cluster] = matNum;
+          _clusterVolumeMap[cluster] = volume;
+          _clusterSTDMap[cluster] = stdev;
+          STensor43& T = _clusterAverageStrainConcentrationTensorMap[cluster];
+          STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+        }
+      }
+    }
+    printf("done reading file: %s\n",fileName.c_str());
+    fclose(f);
+    _totalNumberOfClusters = _clusterVolumeMap.size();
+    printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
+    _clusterMaterialMap.erase(_totalNumberOfClusters-1);
+    _clusterVolumeMap.erase(_totalNumberOfClusters-1);
+    _clusterSTDMap.erase(_totalNumberOfClusters-1);
+    _clusterAverageStrainConcentrationTensorMap.erase(_totalNumberOfClusters-1);
+    _totalNumberOfClusters = _clusterVolumeMap.size();
+    printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
+  }
+  else
+  {
+    Msg::Error("File %s does not exist !!!",fileName.c_str());
+    Msg::Exit(0);
+  }
+}
+
+void Clustering::loadClusterStandDevFromFile(const std::string fileName)
+{
+  FILE* f = fopen(fileName.c_str(),"r");
+  if (f !=NULL) {
+    printf("start reading file: %s\n",fileName.c_str());
+    if(!feof(f))
+    {
+      char what[256];
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(f, "%s", what);
+      printf("what = %s\n",what);
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          fscanf(f, "%s", what);
+          printf("what = %s\n",what);
+        }
+      }
+      if(strcmp(what, "STD_A_55"))
+      {
+        Msg::Error("file format in %s is not correct\n",fileName.c_str());
+        Msg::Exit(0);
+      }
+    }
+    while (1){
+      if(feof(f))
+        break;
+      int cluster =0;
+      int matNum = 0;
+      double volume = 0;
+      if (fscanf(f, "%d %d %lf", &cluster,&matNum,&volume)==3)
+      {
+        static fullMatrix<double> matTensor(6,6);
+        for (int i=0; i<6; i++)
+        {
+          for (int j=0; j<6; j++)
+          {
+            double val=0;
+            if (fscanf(f,"%lf",&val)==1)
+              matTensor(i,j) = val;
+          }
+        }
+        if (matNum >0)
+        {
+          printf("load data in cluster %d matnum = %d \n",cluster,matNum);
+          matTensor.print("matTensor");
+          STensor43& T = _clusterSTDTensorMap[cluster];
+          STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+        }
+      }
+    }
+    printf("done reading file: %s\n",fileName.c_str());
+    fclose(f);
+  }
+  else
+  {
+    Msg::Error("File %s does not exist !!!",fileName.c_str());
+    Msg::Exit(0);
+  }
+}
+
+
+void Clustering::loadClusterPlasticEqSummaryFromFile(const std::string fileName)
+{
+  FILE* fp = fopen(fileName.c_str(),"r");
+  if (fp !=NULL) {
+    printf("start reading file: %s\n",fileName.c_str());
+    if(!feof(fp))
+    {
+      char what[256];
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+
+      for (int i=0; i<6; i++)
+      {
+        fscanf(fp, "%s", what);
         printf("what = %s\n",what);
       }
       if(strcmp(what, "a_pl_5"))
@@ -3307,8 +4275,8 @@ void Clustering::loadClusterPlasticEqSummaryGeometricFromFile(const std::string
         {
           printf("load data in cluster %d matnum = %d volume = %e \n",cluster,matNum,volume);
           vec.print("vec");
-          
-          fullVector<double>& t = _clusterAverageGeometricPlasticEqStrainConcentrationVectorMap[cluster];
+
+          fullVector<double>& t = _clusterAveragePlasticEqStrainConcentrationVectorMap[cluster];
           t = vec;
         }
       }
@@ -3323,7 +4291,7 @@ void Clustering::loadClusterPlasticEqSummaryGeometricFromFile(const std::string
   }
 }
 
-void Clustering::loadClusterPlasticEqSummaryHarmonicFromFile(const std::string fileName)
+void Clustering::loadClusterPlasticEqSummaryGeometricFromFile(const std::string fileName)
 {
   FILE* fp = fopen(fileName.c_str(),"r");
   if (fp !=NULL) {
@@ -3369,7 +4337,7 @@ void Clustering::loadClusterPlasticEqSummaryHarmonicFromFile(const std::string f
           printf("load data in cluster %d matnum = %d volume = %e \n",cluster,matNum,volume);
           vec.print("vec");
           
-          fullVector<double>& t = _clusterAverageHarmonicPlasticEqStrainConcentrationVectorMap[cluster];
+          fullVector<double>& t = _clusterAverageGeometricPlasticEqStrainConcentrationVectorMap[cluster];
           t = vec;
         }
       }
@@ -3384,8 +4352,7 @@ void Clustering::loadClusterPlasticEqSummaryHarmonicFromFile(const std::string f
   }
 }
 
-
-void Clustering::loadClusterPlasticEqSummaryPowerFromFile(const std::string fileName)
+void Clustering::loadClusterPlasticEqSummaryHarmonicFromFile(const std::string fileName)
 {
   FILE* fp = fopen(fileName.c_str(),"r");
   if (fp !=NULL) {
@@ -3431,7 +4398,7 @@ void Clustering::loadClusterPlasticEqSummaryPowerFromFile(const std::string file
           printf("load data in cluster %d matnum = %d volume = %e \n",cluster,matNum,volume);
           vec.print("vec");
           
-          fullVector<double>& t = _clusterAveragePowerPlasticEqStrainConcentrationVectorMap[cluster];
+          fullVector<double>& t = _clusterAverageHarmonicPlasticEqStrainConcentrationVectorMap[cluster];
           t = vec;
         }
       }
@@ -3447,11 +4414,11 @@ void Clustering::loadClusterPlasticEqSummaryPowerFromFile(const std::string file
 }
 
 
-void Clustering::loadClusterFiberOrientationFromFile(const std::string fileNameOri)
+void Clustering::loadClusterPlasticEqSummaryPowerFromFile(const std::string fileName)
 {
-  FILE* fp = fopen(fileNameOri.c_str(),"r");
+  FILE* fp = fopen(fileName.c_str(),"r");
   if (fp !=NULL) {
-    printf("start reading file: %s\n",fileNameOri.c_str());
+    printf("start reading file: %s\n",fileName.c_str());
     if(!feof(fp))
     {
       char what[256];
@@ -3459,14 +4426,17 @@ void Clustering::loadClusterFiberOrientationFromFile(const std::string fileNameO
       printf("what = %s\n",what);
       fscanf(fp, "%s", what);
       printf("what = %s\n",what);
-      for (int i=0; i<3; i++)
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+
+      for (int i=0; i<6; i++)
       {
         fscanf(fp, "%s", what);
         printf("what = %s\n",what);
       }
-      if(strcmp(what, "E3"))
+      if(strcmp(what, "a_pl_5"))
       {
-        Msg::Error("file format in %s is not correct\n",fileNameOri.c_str());
+        Msg::Error("file format in %s is not correct\n",fileName.c_str());
         Msg::Exit(0);
       }
     }
@@ -3475,10 +4445,11 @@ void Clustering::loadClusterFiberOrientationFromFile(const std::string fileNameO
         break;
       int cluster =0;
       int matNum = 0;
-      if (fscanf(fp, "%d %d", &cluster,&matNum)==2)
+      double volume = 0;
+      if (fscanf(fp, "%d %d %lf", &cluster,&matNum,&volume)==3)
       {
-        static fullVector<double> vec(3);
-        for (int i=0; i<3; i++)
+        static fullVector<double> vec(6);
+        for (int i=0; i<6; i++)
         {
           double val=0;
           if (fscanf(fp,"%lf",&val)==1)
@@ -3486,32 +4457,90 @@ void Clustering::loadClusterFiberOrientationFromFile(const std::string fileNameO
         }
         if (matNum >0)
         {
-          printf("load data in cluster %d matnum = %d \n",cluster,matNum);
+          printf("load data in cluster %d matnum = %d volume = %e \n",cluster,matNum,volume);
           vec.print("vec");
-
-          fullVector<double>& t = _clusterMeanFiberOrientationMap[cluster];
+          
+          fullVector<double>& t = _clusterAveragePowerPlasticEqStrainConcentrationVectorMap[cluster];
           t = vec;
         }
       }
     }
-    printf("done reading file: %s\n",fileNameOri.c_str());
+    printf("done reading file: %s\n",fileName.c_str());
     fclose(fp);
   }
   else
   {
-    Msg::Error("File %s does not exist !!!",fileNameOri.c_str());
+    Msg::Error("File %s does not exist !!!",fileName.c_str());
     Msg::Exit(0);
   }
 }
 
 
-
-
-void Clustering::saveAllView(int gp)
+void Clustering::loadClusterFiberOrientationFromFile(const std::string fileNameOri)
 {
-  std::string id = "";
-  if (gp >=0)
-  {
+  FILE* fp = fopen(fileNameOri.c_str(),"r");
+  if (fp !=NULL) {
+    printf("start reading file: %s\n",fileNameOri.c_str());
+    if(!feof(fp))
+    {
+      char what[256];
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      for (int i=0; i<3; i++)
+      {
+        fscanf(fp, "%s", what);
+        printf("what = %s\n",what);
+      }
+      if(strcmp(what, "E3"))
+      {
+        Msg::Error("file format in %s is not correct\n",fileNameOri.c_str());
+        Msg::Exit(0);
+      }
+    }
+    while (1){
+      if(feof(fp))
+        break;
+      int cluster =0;
+      int matNum = 0;
+      if (fscanf(fp, "%d %d", &cluster,&matNum)==2)
+      {
+        static fullVector<double> vec(3);
+        for (int i=0; i<3; i++)
+        {
+          double val=0;
+          if (fscanf(fp,"%lf",&val)==1)
+            vec(i) = val;
+        }
+        if (matNum >0)
+        {
+          printf("load data in cluster %d matnum = %d \n",cluster,matNum);
+          vec.print("vec");
+
+          fullVector<double>& t = _clusterMeanFiberOrientationMap[cluster];
+          t = vec;
+        }
+      }
+    }
+    printf("done reading file: %s\n",fileNameOri.c_str());
+    fclose(fp);
+  }
+  else
+  {
+    Msg::Error("File %s does not exist !!!",fileNameOri.c_str());
+    Msg::Exit(0);
+  }
+}
+
+
+
+
+void Clustering::saveAllView(int gp)
+{
+  std::string id = "";
+  if (gp >=0)
+  {
     id = "_GP"+std::to_string(gp);
   }
   else
@@ -3562,24 +4591,60 @@ void Clustering::getCluster(int i, std::set<int>& cluster) const
   }
 }
 
+void Clustering::getClusterLevel1(int clusterLv0, int clusterLv1, std::set<int>& cluster) const
+{
+  cluster.clear();
+  for (std::map<int, std::vector<int>>::const_iterator itGP = _clusterIndexHierarchical.begin(); itGP != _clusterIndexHierarchical.end(); itGP++)
+  {
+    const std::vector<int>& clusterNbsPerLevel = itGP->second;
+    if (clusterNbsPerLevel[0] == clusterLv0 and clusterNbsPerLevel[1] == clusterLv1)
+    {
+      cluster.insert(itGP->first);
+    }
+  }
+}
+
 const STensor3& Clustering::getEigenStrain(int GPIndex, bool homogeneous) const
 {
   if (homogeneous)
   {  
     int eleNum, gpt;
     numericalMaterialBase::getTwoIntsFromType(GPIndex,eleNum,gpt);
-    int cluster = getClusterIndex(eleNum,gpt);
-    std::map<int,STensor3>::const_iterator itF = _allEigenStrains.find(cluster);
-    if (itF == _allEigenStrains.end())
+    
+    if(_level == 0)
     {
-      Msg::Error("eigen strain for cluster %d is not found",cluster);
-      static STensor3 a;
-      return a;
+      int cluster = getClusterIndex(eleNum,gpt);
+      std::map<int,STensor3>::const_iterator itF = _allEigenStrains.find(cluster);
+    
+      if (itF == _allEigenStrains.end())
+      {
+        Msg::Error("eigen strain for cluster %d is not found",cluster);
+        static STensor3 a;
+        return a;
+      }
+      else
+      {
+        return itF->second;
+      }
     }
-    else
+    else if(_level == 1)
     {
-      return itF->second;
-    }
+      std::vector<int> clusterIndices = getClusterIndicesHierarchical(eleNum,gpt);    
+      std::map<int,std::map<int,STensor3>>::const_iterator itLv0 = _allEigenStrainsLevel1.find(clusterIndices[0]);
+      const std::map<int,STensor3>& eigenstrainsOnLevel1 = itLv0->second;
+      std::map<int,STensor3>::const_iterator itF = eigenstrainsOnLevel1.find(clusterIndices[1]);
+    
+      if (itLv0 == _allEigenStrainsLevel1.end() or itF == eigenstrainsOnLevel1.end())
+      {
+        Msg::Error("eigen strain for cluster %d %d is not found",clusterIndices[0],clusterIndices[1]);
+        static STensor3 a;
+        return a;
+      }
+      else
+      {
+        return itF->second;
+      }
+    }    
   }
   else
   {  
@@ -3602,17 +4667,39 @@ const STensor3& Clustering::getEigenStress(int GPIndex, bool homogeneous) const
   {  
     int eleNum, gpt;
     numericalMaterialBase::getTwoIntsFromType(GPIndex,eleNum,gpt);
-    int cluster = getClusterIndex(eleNum,gpt);
-    std::map<int,STensor3>::const_iterator itF = _allEigenStresses.find(cluster);
-    if (itF == _allEigenStresses.end())
+    
+    if(_level == 0)
     {
-      Msg::Error("eigen stress for cluster %d is not found",cluster);
-      static STensor3 a;
-      return a;
+      int cluster = getClusterIndex(eleNum,gpt);
+      std::map<int,STensor3>::const_iterator itF = _allEigenStresses.find(cluster);
+      if (itF == _allEigenStresses.end())
+      {
+        Msg::Error("eigen stress for cluster %d is not found",cluster);
+        static STensor3 a;
+        return a;
+      }
+      else
+      {
+        return itF->second;
+      }
     }
-    else
+    else if(_level == 1)
     {
-      return itF->second;
+      std::vector<int> clusterIndices = getClusterIndicesHierarchical(eleNum,gpt);    
+      std::map<int,std::map<int,STensor3>>::const_iterator itLv0 = _allEigenStressesLevel1.find(clusterIndices[0]);
+      const std::map<int,STensor3>& eigenstressesOnLevel1 = itLv0->second;
+      std::map<int,STensor3>::const_iterator itF = eigenstressesOnLevel1.find(clusterIndices[1]);
+    
+      if (itLv0 == _allEigenStressesLevel1.end() or itF == eigenstressesOnLevel1.end())
+      {
+        Msg::Error("eigen stress for cluster %d %d is not found",clusterIndices[0],clusterIndices[1]);
+        static STensor3 a;
+        return a;
+      }
+      else
+      {
+        return itF->second;
+      }
     }
   }
   else
@@ -3797,6 +4884,188 @@ void Clustering::computeInteractionTensorForCluster(nonLinearMechSolver& solver,
   }
 };
 
+void Clustering::computeInteractionTensorForClusterLevel1(nonLinearMechSolver& solver, int clusterLv0, int clusterLv1, 
+                                                          std::map<int, std::map<std::pair<int,int>, fullMatrix<double> > >& D_hierarchical)
+{
+  if (!solver.isInitialized())
+  {
+    solver.initMicroSolver();
+  }
+    
+  int dim = solver.getDim();
+ 
+  int clusterHost = clusterLv0;
+  int clusterS = clusterLv1;
+   
+  std::map<int, STensor3> allEigenField;
+  allEigenField.clear();
+  double fact_eig_S = 0.;
+  if(_eigenField==0)
+  {
+    fact_eig_S = 1.0e-3;
+    strainForLoadingCases(dim,fact_eig_S,allEigenField); 
+  }
+  else if(_eigenField==1)
+  {
+    fact_eig_S = 1.0; 
+    stressForLoadingCases(dim,fact_eig_S,allEigenField);
+  }
+
+  for (std::map<int, STensor3>::const_iterator it = allEigenField.begin(); it!= allEigenField.end(); it++)
+  {    
+    int i = it->first;    
+    _allEigenStrains.clear();
+    _allEigenStresses.clear();
+    _allEigenStrainsLevel1.clear();
+    _allEigenStressesLevel1.clear();
+    // get eigen strain/stress
+    for (std::map<int, std::map<int, int>>::const_iterator itMapMat = _clusterMaterialMapLevel1.begin(); itMapMat != _clusterMaterialMapLevel1.end(); itMapMat++)
+    { 
+      std::map<int, STensor3>& allEigenStrainsOnLevel1 = _allEigenStrainsLevel1[itMapMat->first];
+      std::map<int, STensor3>& allEigenStressesOnLevel1 = _allEigenStressesLevel1[itMapMat->first];
+      const std::map<int, int>& clusterMaterialMapOnLevel1 = itMapMat->second;
+      for (std::map<int, int>::const_iterator itMapMatLevel1 = clusterMaterialMapOnLevel1.begin(); itMapMatLevel1 != clusterMaterialMapOnLevel1.end(); itMapMatLevel1++)
+      {
+        const int& cluster = itMapMatLevel1->first;
+        if(itMapMat->first == clusterHost and cluster == clusterS)
+        {
+          if(_eigenField==0)
+          {
+            const STensor3& eigenStrain = it->second;
+            Msg::Info("for Cluster %d %d loading case: %d", clusterHost, clusterS,i);
+            eigenStrain.print("eigenstrain tensor: ");              
+            allEigenStrainsOnLevel1.insert(std::pair<int,STensor3> (cluster,eigenStrain));
+            allEigenStressesOnLevel1.insert(std::pair<int,STensor3> (cluster,STensor3(0.)));
+          }
+          else if(_eigenField==1)
+          {
+            const STensor3& eigenStress = it->second;
+            Msg::Info("for Cluster %d %d loading case: %d", clusterHost, clusterS,i);
+            eigenStress.print("eigenstress tensor: ");
+            allEigenStressesOnLevel1.insert(std::pair<int,STensor3> (cluster,eigenStress));
+            allEigenStrainsOnLevel1.insert(std::pair<int,STensor3> (cluster,STensor3(1.)));
+          }
+        }
+        else
+        {
+          allEigenStrainsOnLevel1.insert(std::pair<int,STensor3> (cluster,STensor3(1.)));
+          allEigenStressesOnLevel1.insert(std::pair<int,STensor3> (cluster,STensor3(0.)));
+        }
+      }
+    }
+    
+    static STensor3 Funity(1.);
+    solver.getMicroBC()->setDeformationGradient(Funity);
+      // set tangent averaging flag
+    solver.tangentAveragingFlag(false);    
+    // solve micro problem
+    bool success = solver.microSolve(true);
+    // compute the average value in each cluster
+    if (!success)
+    {
+      Msg::Error("solver cannot be solved !!!");
+      Msg::Exit(0);
+    }
+    else
+    {
+      for (std::map<int, std::map<int, int>>::const_iterator itMapMat = _clusterMaterialMapLevel1.begin(); itMapMat != _clusterMaterialMapLevel1.end(); itMapMat++)
+      {
+        if(clusterHost == itMapMat->first)
+        {
+          std::set<int> clusterHost_IPSet;
+          getCluster(clusterHost,clusterHost_IPSet);
+          static STensor3 F_host;
+          computeAverageStrainCluster(solver.getIPField(),clusterHost_IPSet,F_host);
+          static STensor3 eps_host;
+          static STensor3 I(1.);
+          for (int ii =0; ii<3; ii++)
+          {
+            for (int jj=0; jj<3; jj++)
+            {
+              eps_host(ii,jj) = 0.5*(F_host(ii,jj)+F_host(jj,ii)) - I(ii,jj);
+            }
+          }
+           
+          const std::map<int, int>& clusterMaterialMapOnLevel1 = itMapMat->second;
+          std::map<std::pair<int,int>, fullMatrix<double>>& D_level1 = D_hierarchical[clusterHost];
+          for (std::map<int, int>::const_iterator itMapMatLevel1 = clusterMaterialMapOnLevel1.begin(); itMapMatLevel1 != clusterMaterialMapOnLevel1.end(); itMapMatLevel1++)
+          {
+            int clusterR = itMapMatLevel1->first;
+        
+            std::set<int> clusterR_IPSet;
+            getClusterLevel1(clusterHost,clusterR,clusterR_IPSet);
+        
+            // compute homogenized value for cluster J
+            static STensor3 F_R;
+            computeAverageStrainCluster(solver.getIPField(),clusterR_IPSet,F_R);
+            fullMatrix<double>& D_RS = D_level1[std::pair<int,int>(clusterR,clusterS)];
+            if (D_RS.size1() != 6 and D_RS.size2() != 6)
+            {
+              //Msg::Warning("DIG is not yet allocated");
+              D_RS.resize(6,6,true);
+            }
+            static STensor3 eps_R;
+            static STensor3 I(1.);
+            for (int ii =0; ii<3; ii++)
+            {
+              for (int jj=0; jj<3; jj++)
+              {
+                eps_R(ii,jj) = 0.5*(F_R(ii,jj)+F_R(jj,ii)) - I(ii,jj);
+              }
+            }
+            
+            std::map<int, std::map<int, STensor43> >::const_iterator itLv0 = _clusterAverageStrainConcentrationTensorMapLevel1.find(clusterHost); 
+            const std::map<int, STensor43>& clusterStrainConcOnLevel1 = itLv0->second;
+            std::map<int, STensor43>::const_iterator itLv1 = clusterStrainConcOnLevel1.find(clusterR);
+            const STensor43& A_R_inHost = itLv1->second;
+            STensor3 eps_R_induced(0.);
+            
+            if(_eigenField==0)
+            {
+              STensorOperation::multSTensor43STensor3(A_R_inHost,eps_host,eps_R_induced);
+              eps_R -= eps_R_induced;
+            }
+            else if(_eigenField==1)
+            {
+              eps_R -= eps_host;
+            }
+            
+            if (i == 0 || i==1 || i==2)
+            {
+              D_RS(0,i)  = eps_R(0,0)/fact_eig_S; // A(00)(00 if i==0, 11 if i==1, 22 if i ==2)
+              D_RS(1,i)  = eps_R(1,1)/fact_eig_S; // A(11)(00 if i==0, 11 if i==1, 22 if i ==2)
+              D_RS(3,i)  = eps_R(0,1)/fact_eig_S; // A(01)(00 if i==0, 11 if i==1, 22 if i ==2)
+              if (dim==3)
+              {
+              D_RS(2,i)  = eps_R(2,2)/fact_eig_S; // A(22)(00 if i==0, 11 if i==1, 22 if i ==2)
+              D_RS(4,i)  = eps_R(0,2)/fact_eig_S; // A(02)(00 if i==0, 11 if i==1, 22 if i ==2)
+              D_RS(5,i)  = eps_R(1,2)/fact_eig_S; // A(12)(00 if i==0, 11 if i==1, 22 if i ==2)    
+              }         
+            }
+            else
+            {
+              // factor 2 for conversion in STensorOperation::fromSTensor43ToFullMatrix
+              D_RS(0,i)  = 2.*eps_R(0,0)/fact_eig_S; // 2A(00) (01 if i==3, 02 if i==4, 12 if i ==5)
+              D_RS(1,i)  = 2.*eps_R(1,1)/fact_eig_S; // 2A(11) (01 if i==3, 02 if i==4, 12 if i ==5)
+              D_RS(3,i)  = 2.*eps_R(0,1)/fact_eig_S; // 2A(01) (01 if i==3, 02 if i==4, 12 if i ==5)
+              if (dim==3)
+              {
+              D_RS(2,i)  = 2.*eps_R(2,2)/fact_eig_S; // 2A(22) (01 if i==3, 02 if i==4, 12 if i ==5)
+              D_RS(4,i)  = 2.*eps_R(0,2)/fact_eig_S; // 2A(02) (01 if i==3, 02 if i==4, 12 if i ==5)
+              D_RS(5,i)  = 2.*eps_R(1,2)/fact_eig_S; // 2A(12) (01 if i==3, 02 if i==4, 12 if i ==5)   
+              }
+            }
+          }
+        }
+      }
+      static int num=0;
+      num ++;
+      //solver.archiveData(num,num,false);
+      solver.nextStep(num,num);
+    };
+  }
+};
+
 
 void Clustering::computeEshelbyInteractionTensorForCluster(nonLinearMechSolver& solver, int clusterI, std::map<std::pair<int,int>, fullMatrix<double> >& DJI)
 {
@@ -4021,23 +5290,26 @@ void Clustering::computeInteractionTensor(nonLinearMechSolver& solver,
   }
 };
 
-
-void Clustering::computeEshelbyInteractionTensor(nonLinearMechSolver& solver,
-                                          materialLaw* clusterLaw,
-                                          int eigenField,
-                                          bool saveToFile, const std::string fileName)
+void Clustering::computeInteractionTensorsHierarchical(nonLinearMechSolver& solver,
+                                                       materialLaw* clusterLaw,
+                                                       int eigenField, int eigenFieldLevel1,
+                                                       bool saveToFile, const std::string fileName)
 {
+  _level = 0;
+
   nonLinearMechSolver* newSolver = solver.clone(solver.getMeshFileName(),solver.getTag());
   std::vector<partDomain*>& allDom  =  *(newSolver->getDomainVector());
-  newSolver->addMaterialLaw(clusterLaw);
+  newSolver->addMaterialLaw(clusterLaw);  
   for (int i=0; i< allDom.size(); i++)
   {
     partDomain* dom  = allDom[i];
     dom->setMaterialLawNumber(clusterLaw->getNum());
   }
-  
+
   _eigenField = eigenField;
   
+  // init micro solver
+  
   _allEigenStrains.clear();
   _allEigenStresses.clear();
   for (std::map<int, int>::const_iterator itMapMat = _clusterMaterialMap.begin(); itMapMat != _clusterMaterialMap.end(); itMapMat++)
@@ -4055,35 +5327,228 @@ void Clustering::computeEshelbyInteractionTensor(nonLinearMechSolver& solver,
     Msg::Error("this not implemented");
     }
   };
+  newSolver->initMicroSolver();
   
-  // init solver
-  newSolver->initializeStaticScheme();
-  
-  std::map<std::pair<int,int>, fullMatrix<double> > allDIJEshelbyMapFullMatrix;
-
+  std::map<std::pair<int,int>, fullMatrix<double> > allDIJMapFullMatrix;
   for (std::map<int, int>::const_iterator itMatMap = _clusterMaterialMap.begin(); itMatMap != _clusterMaterialMap.end(); itMatMap++)
   {
     int clusterI = itMatMap->first;
-    computeEshelbyInteractionTensorForCluster(*newSolver,clusterI,allDIJEshelbyMapFullMatrix);
+    computeInteractionTensorForCluster(*newSolver,clusterI,allDIJMapFullMatrix);
   };
-
-  _clusterEshelbyInteractionTensorMap.clear();
-  for (std::map<std::pair<int,int>, fullMatrix<double> >::const_iterator it = allDIJEshelbyMapFullMatrix.begin(); it!= allDIJEshelbyMapFullMatrix.end(); it++)
+  
+  _clusterInteractionTensorMap.clear();
+  for (std::map<std::pair<int,int>, fullMatrix<double> >::const_iterator it = allDIJMapFullMatrix.begin(); it!= allDIJMapFullMatrix.end(); it++)
   {
     STensor43 tensor43;
     STensorOperation::fromFullMatrixToSTensor43(it->second,tensor43);
-    _clusterEshelbyInteractionTensorMap[it->first] = tensor43;
+    _clusterInteractionTensorMap[it->first] = tensor43;
   }
-
-  if (saveToFile)
-  {
-    printf("start writing eshelby interation tensor data to file\n");
-    std::vector<std::string> splitFileNameEshelby = SplitFileName(fileName);
-    std::string saveFileName = splitFileNameEshelby[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileNameEshelby[2];
+  
+  if(_numberOfLevels>1)
+  { 
+    _level += 1;
     
-    FILE* fEshelby = fopen(saveFileName.c_str(),"w");
-    std::string str ="CLUSTER_ID CLUSTER_ID";
-    for (int i=0; i<6; i++)
+    _eigenField = eigenFieldLevel1;
+  
+    _allEigenStrains.clear();
+    _allEigenStresses.clear();
+    _allEigenStrainsLevel1.clear();
+    _allEigenStressesLevel1.clear();
+        
+    for (std::map<int, std::map<int, int>>::const_iterator itMapMat = _clusterMaterialMapLevel1.begin(); itMapMat != _clusterMaterialMapLevel1.end(); itMapMat++)
+    { 
+      std::map<int, STensor3>& allEigenStrainsOnLevel1 = _allEigenStrainsLevel1[itMapMat->first];
+      std::map<int, STensor3>& allEigenStressesOnLevel1 = _allEigenStressesLevel1[itMapMat->first];
+      const std::map<int, int>& clusterMaterialMapOnLevel1 = itMapMat->second;
+      for (std::map<int, int>::const_iterator itMapMatLevel1 = clusterMaterialMapOnLevel1.begin(); itMapMatLevel1 != clusterMaterialMapOnLevel1.end(); itMapMatLevel1++)
+      {
+        if(_eigenField==0)
+        {          
+        allEigenStrainsOnLevel1.insert(std::pair<int,STensor3> (itMapMatLevel1->first,STensor3(1.)));
+        }
+        else if(_eigenField==1)
+        {
+        allEigenStressesOnLevel1.insert(std::pair<int,STensor3> (itMapMatLevel1->first,STensor3(0.)));
+        }
+        else
+        {
+        Msg::Error("this not implemented");
+        }
+      }
+    }
+    
+    //newSolver->initMicroSolver();
+  
+    std::map<int, std::map<std::pair<int,int>, fullMatrix<double> > > allDIJMapFullMatrixLevel1;
+    for (std::map<int, std::map<int, int>>::const_iterator itMapMat = _clusterMaterialMapLevel1.begin(); itMapMat != _clusterMaterialMapLevel1.end(); itMapMat++)
+    {
+      const int& clusterLv0 =   itMapMat->first;
+    
+      const std::map<int, int>& clusterMaterialMapOnLevel1 = itMapMat->second;
+      for (std::map<int, int>::const_iterator itMapMatLevel1 = clusterMaterialMapOnLevel1.begin(); itMapMatLevel1 != clusterMaterialMapOnLevel1.end(); itMapMatLevel1++)
+      {
+        int clusterS = itMapMatLevel1->first;
+        computeInteractionTensorForClusterLevel1(*newSolver,clusterLv0,clusterS,allDIJMapFullMatrixLevel1);   
+      }
+    }
+    _clusterInteractionTensorMapLevel1.clear();
+    for (std::map<int, std::map<std::pair<int,int>, fullMatrix<double> > >::const_iterator itLv0 = allDIJMapFullMatrixLevel1.begin(); itLv0!= allDIJMapFullMatrixLevel1.end(); itLv0++)
+    {
+      const std::map<std::pair<int,int>, fullMatrix<double> >& allDIJMapFullMatrixOnLevel1 = itLv0->second;
+      std::map<std::pair<int,int>, STensor43 >& clusterInteractionTensorMapLv1 = _clusterInteractionTensorMapLevel1[itLv0->first];
+      for (std::map<std::pair<int,int>, fullMatrix<double> >::const_iterator itLv1 = allDIJMapFullMatrixOnLevel1.begin(); itLv1!= allDIJMapFullMatrixOnLevel1.end(); itLv1++)
+      {
+        STensor43 tensor43;
+        STensorOperation::fromFullMatrixToSTensor43(itLv1->second,tensor43);
+        clusterInteractionTensorMapLv1[itLv1->first] = tensor43;
+      }
+    }
+  }
+
+  
+  if (saveToFile)
+  {
+    printf("start writing interation tensor data level 0 to file\n");
+    std::vector<std::string> splitFileName = SplitFileName(fileName);
+    std::string saveFileName = splitFileName[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    
+    FILE* f0 = fopen(saveFileName.c_str(),"w");
+    std::string str0 ="CLUSTER_ID CLUSTER_ID STD";
+    for (int i=0; i<6; i++)
+    {
+      for (int j=0; j<6; j++)
+      {
+        str0 += " D_"+std::to_string(i)+std::to_string(j);
+      }
+    }
+    fprintf(f0,"%s\n",str0.c_str());
+    // write data
+    for (std::map<std::pair<int,int>, STensor43>::const_iterator it = _clusterInteractionTensorMap.begin();  it!= _clusterInteractionTensorMap.end(); it++)
+    { 
+      const std::pair<int,int>& pairij = it->first;
+      const STensor43& Dij = it->second;
+      static fullMatrix<double> mat(6,6);
+      STensorOperation::fromSTensor43ToFullMatrix(Dij,mat);
+      fprintf(f0,"%d %d %.16g",pairij.first, pairij.second, 0.);
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          fprintf(f0, " %.16g",mat(i,j));
+        }
+      }
+      fprintf(f0,"\n");
+    }
+    fclose(f0);
+    printf("done writing interation tensor data level 0 to file\n");
+    
+    
+    if(_numberOfLevels>1)
+    {
+      printf("start writing interation tensor data level 1 to file\n");
+      std::vector<std::string> splitFileName = SplitFileName(fileName);
+      std::string saveFileName = splitFileName[1]+"_level1_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileName[2];
+    
+      FILE* f1 = fopen(saveFileName.c_str(),"w");
+      std::string str1 ="CLUSTER_LV0 CLUSTER_ID CLUSTER_ID";
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          str1 += " D_"+std::to_string(i)+std::to_string(j);
+        }
+      }
+      fprintf(f1,"%s\n",str1.c_str());
+      // write data
+      for (std::map<int, std::map<std::pair<int,int>, STensor43> >::const_iterator itLv0 = _clusterInteractionTensorMapLevel1.begin();  itLv0!= _clusterInteractionTensorMapLevel1.end(); itLv0++)
+      { 
+        const std::map<std::pair<int,int>, STensor43 >& clusterInteractionTensorMapLv1 = itLv0->second;
+        const int& clusterLv0 = itLv0->first;        
+        for (std::map<std::pair<int,int>, STensor43>::const_iterator itLv1 = clusterInteractionTensorMapLv1.begin();  itLv1!= clusterInteractionTensorMapLv1.end(); itLv1++)
+        {       
+          const std::pair<int,int>& pairij = itLv1->first;
+          const STensor43& Dij = itLv1->second;
+          static fullMatrix<double> mat(6,6);
+          STensorOperation::fromSTensor43ToFullMatrix(Dij,mat);
+          fprintf(f1,"%d %d %d", clusterLv0, pairij.first, pairij.second);
+          for (int i=0; i<6; i++)
+          {
+            for (int j=0; j<6; j++)
+            {
+              fprintf(f1, " %.16g",mat(i,j));
+            }
+          }
+          fprintf(f1,"\n");
+        }
+      }
+      fclose(f1);
+      printf("done writing interation tensor data level 1 to file\n");   
+    }
+  }
+};
+
+void Clustering::computeEshelbyInteractionTensor(nonLinearMechSolver& solver,
+                                          materialLaw* clusterLaw,
+                                          int eigenField,
+                                          bool saveToFile, const std::string fileName)
+{
+  nonLinearMechSolver* newSolver = solver.clone(solver.getMeshFileName(),solver.getTag());
+  std::vector<partDomain*>& allDom  =  *(newSolver->getDomainVector());
+  newSolver->addMaterialLaw(clusterLaw);
+  for (int i=0; i< allDom.size(); i++)
+  {
+    partDomain* dom  = allDom[i];
+    dom->setMaterialLawNumber(clusterLaw->getNum());
+  }
+  
+  _eigenField = eigenField;
+  
+  _allEigenStrains.clear();
+  _allEigenStresses.clear();
+  for (std::map<int, int>::const_iterator itMapMat = _clusterMaterialMap.begin(); itMapMat != _clusterMaterialMap.end(); itMapMat++)
+  {
+    if(_eigenField==1)
+    {
+    _allEigenStresses.insert(std::pair<int,STensor3>(itMapMat->first,STensor3(0.)));
+    }
+    else if(_eigenField==0)
+    {
+    _allEigenStrains.insert(std::pair<int,STensor3>(itMapMat->first,STensor3(1.)));
+    }
+    else
+    {
+    Msg::Error("this not implemented");
+    }
+  };
+  
+  // init solver
+  newSolver->initializeStaticScheme();
+  
+  std::map<std::pair<int,int>, fullMatrix<double> > allDIJEshelbyMapFullMatrix;
+
+  for (std::map<int, int>::const_iterator itMatMap = _clusterMaterialMap.begin(); itMatMap != _clusterMaterialMap.end(); itMatMap++)
+  {
+    int clusterI = itMatMap->first;
+    computeEshelbyInteractionTensorForCluster(*newSolver,clusterI,allDIJEshelbyMapFullMatrix);
+  };
+
+  _clusterEshelbyInteractionTensorMap.clear();
+  for (std::map<std::pair<int,int>, fullMatrix<double> >::const_iterator it = allDIJEshelbyMapFullMatrix.begin(); it!= allDIJEshelbyMapFullMatrix.end(); it++)
+  {
+    STensor43 tensor43;
+    STensorOperation::fromFullMatrixToSTensor43(it->second,tensor43);
+    _clusterEshelbyInteractionTensorMap[it->first] = tensor43;
+  }
+
+  if (saveToFile)
+  {
+    printf("start writing eshelby interation tensor data to file\n");
+    std::vector<std::string> splitFileNameEshelby = SplitFileName(fileName);
+    std::string saveFileName = splitFileNameEshelby[1]+"_nbClusters_"+std::to_string(_totalNumberOfClusters)+splitFileNameEshelby[2];
+    
+    FILE* fEshelby = fopen(saveFileName.c_str(),"w");
+    std::string str ="CLUSTER_ID CLUSTER_ID";
+    for (int i=0; i<6; i++)
     {
       for (int j=0; j<6; j++)
       {
@@ -4182,6 +5647,74 @@ void Clustering::loadInteractionTensorsFromFile(const std::string fileName)
   }
 }
 
+void Clustering::loadInteractionTensorsLevel1FromFile(const std::string fileName)
+{
+  FILE* fp = fopen(fileName.c_str(),"r");
+  if (fp !=NULL) {
+    printf("start reading file: %s\n",fileName.c_str());
+    if(!feof(fp))
+    {
+      char what[256];
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+      fscanf(fp, "%s", what);
+      printf("what = %s\n",what);
+
+      for (int i=0; i<6; i++)
+      {
+        for (int j=0; j<6; j++)
+        {
+          fscanf(fp, "%s", what);
+          printf("what = %s\n",what);
+        }
+      }
+      if(strcmp(what, "D_55"))
+      {
+        Msg::Error("file format in %s is not correct\n",fileName.c_str());
+        Msg::Exit(0);
+      }
+    }
+    while (1){
+      if(feof(fp))
+        break;
+      int clusterHost(0), clusterI(0), clusterJ(0);
+      if (fscanf(fp, "%d %d %d",&clusterHost,&clusterI,&clusterJ)==3)
+      {
+        static fullMatrix<double> matTensor(6,6);
+        for (int i=0; i<6; i++)
+        {
+          for (int j=0; j<6; j++)
+          {
+            double val=0;
+            if (fscanf(fp,"%lf",&val)==1)
+              matTensor(i,j) = val;
+          }
+        }
+        if (clusterI >=0 && clusterJ>=0)
+        {
+          //printf("load data interaction %d %d \n",clusterI,clusterJ);
+          //matTensor.print("matTensor");
+          std::map<std::pair<int,int>, STensor43>& clusterInteractionTensorMapOnLevel1 = _clusterInteractionTensorMapLevel1[clusterHost];
+          STensor43& T = clusterInteractionTensorMapOnLevel1[std::pair<int,int>(clusterI,clusterJ)];
+          STensorOperation::fromFullMatrixToSTensor43(matTensor,T);
+        }
+      }
+    }
+    printf("done reading file: %s\n",fileName.c_str());
+    fclose(fp);
+    
+    _totalNumberOfClusters = (int)(sqrt(_clusterInteractionTensorMap.size()));
+    printf("total number of cluster from file %s = %d\n",fileName.c_str(),_totalNumberOfClusters);
+  }
+  else
+  {
+    Msg::Error("File %s does not exist !!!",fileName.c_str());
+    Msg::Exit(0);
+  }
+}
+
 void Clustering::loadEshelbyInteractionTensorsFromFile(const std::string fileName)
 {
   FILE* fp = fopen(fileName.c_str(),"r");
@@ -4578,6 +6111,7 @@ double viewClustering::get(int eleNum, const int cmp, const int gp)const
   static fullMatrix<double> A;
   A.resize(6,6,true);
   double clusterIndex = 0;
+  double clusterIndexGlobal = 0;
   
   //static fullVector<double> pfc;
   //pfc.resize(6,true);
@@ -4590,8 +6124,10 @@ double viewClustering::get(int eleNum, const int cmp, const int gp)const
     {
       const fullMatrix<double>& A_i =  _clustering.getStrainConcentrationTensor(eleNum,i);
       int clusterIndex_i = _clustering.getClusterIndex(eleNum,i);
+      int clusterIndexGlobal_i = _clustering.getClusterIndexHierarchicalGlobal(eleNum,i);
       A += A_i;
-      clusterIndex += clusterIndex_i;      
+      clusterIndex += clusterIndex_i;    
+      clusterIndexGlobal += clusterIndexGlobal_i;  
       //const fullVector<double>& pfc_i = _clustering.getPFC(eleNum,i);
       //for(int h=0;h<6;h++)
       //{
@@ -4601,6 +6137,7 @@ double viewClustering::get(int eleNum, const int cmp, const int gp)const
     double fact = 1./double(npts);
     A.scale(fact);
     clusterIndex *= (fact);
+    clusterIndexGlobal *= (fact);
     //pfc.scale(fact);
   }
   else if (gp >= npts)
@@ -4612,6 +6149,7 @@ double viewClustering::get(int eleNum, const int cmp, const int gp)const
     // get at Gausspoint
     A =  _clustering.getStrainConcentrationTensor(eleNum,gp);
     clusterIndex = _clustering.getClusterIndex(eleNum,gp);
+    clusterIndexGlobal = _clustering.getClusterIndexHierarchicalGlobal(eleNum,gp);
   }
   
   
@@ -4667,6 +6205,10 @@ double viewClustering::get(int eleNum, const int cmp, const int gp)const
   {
     return clusterIndex;
   }
+  else if (cmp ==Clustering::ClusterIndexHierarchicalGlobal)
+  {
+    return clusterIndexGlobal;
+  }
   /*else if (cmp == Clustering::PFC_0) return pfc(0);
   else if (cmp == Clustering::PFC_1) return pfc(1);
   else if (cmp == Clustering::PFC_2) return pfc(2);
@@ -4700,13 +6242,47 @@ double clutering_impls::getDiffNormVec(const fullVector<double>&a, const fullVec
   double val = 0;
   for (int i=0; i< 6; i++)
   {
-    if(i==0){
-    val += 1.*(a(i)-b(i))*(a(i)-b(i));}
-    else if(i==1){
-    val += 1.*(a(i)-b(i))*(a(i)-b(i));}
-    else{
-    val += 0.*(a(i)-b(i))*(a(i)-b(i));}
+    val += 1.*(a(i)-b(i))*(a(i)-b(i));
+  }
+  return sqrt(val);
+};
+
+double clutering_impls::getDiffNormOrientationBased(const fullVector<double>&locOri, const fullVector<double>&meanOri)
+{
+  double PI = 3.14159265;
+  
+  double e1,e2,e3;
+  e1 = locOri(0);
+  if(abs(e1)<1.-10 and e1<0.)
+  {
+  e2 = -locOri(1);
+  }
+  else
+  {
+  e2 = locOri(1);
+  }
+  e3 = locOri(2);
+  
+  double e1_mean,e2_mean,e3_mean;
+  e1_mean = meanOri(0);
+  if(abs(e1_mean)<1.-10 and e1_mean<0.)
+  {
+  e2_mean = -meanOri(1);
+  }
+  else
+  {
+  e2_mean = meanOri(1);
   }
+  e3_mean = meanOri(2);        
+  
+  double e1_diff, e2_diff, sin_e1_diff, sin_e2_diff;  
+  e1_diff = e1 - e1_mean;
+  e2_diff = e2 - e2_mean;
+  sin_e1_diff = sin(e1_diff*PI/180.);
+  sin_e2_diff = sin(e2_diff*PI/180.);
+      
+  double val = 0;
+  val += 1.*(sin_e2_diff)*(sin_e2_diff);
   return sqrt(val);
 };
 
@@ -4726,12 +6302,33 @@ double clutering_impls::getDiffNormVecLong(const fullVector<double>&a, const ful
 double clutering_impls::getDiffNormVecPowerLong(const fullVector<double>&a, const fullVector<double>&b)
 {
   double val = 0;
-  double exp = 2.;
+  double exp = 1.2;
+  
+  double aVal, bVal;
+  
   for (int i=0; i< 6; i++)
   {
     for (int j=0; j< 6; j++)
     {
-      val += 1.*(pow(a(i*6+j),exp)-pow(b(i*6+j),exp))*(pow(a(i*6+j),exp)-pow(b(i*6+j),exp));
+      if(a(i*6+j) < 0.)
+      {
+        aVal = pow(-1.*a(i*6+j),exp);
+        aVal *= -1.;
+      }
+      else
+      {
+        aVal = pow(a(i*6+j),exp);
+      }
+      if(b(i*6+j) < 0.)
+      {
+        bVal = pow(-1.*b(i*6+j),exp);
+        bVal *= -1.;
+      }
+      else
+      {
+        bVal = pow(b(i*6+j),exp);
+      }      
+      val += 1.*(aVal-bVal)*(aVal-bVal);
     }
   }
   return sqrt(val);
@@ -4960,7 +6557,7 @@ void clutering_impls::meanClusterFiberOrientation(const std::map<int, const full
   double totalWeight = 0;
   int n = cluster.size();
   
-  double sinE1_mean, sinE2_mean, sinE3_mean, cosE1_mean, cosE2_mean, cosE3_mean;
+  double sinE1_double_mean=0., sinE2_double_mean=0., sinE3_double_mean=0., cosE1_double_mean=0., cosE2_double_mean=0., cosE3_double_mean=0.;
   
   double PI = 3.14159265;
   
@@ -4979,52 +6576,37 @@ void clutering_impls::meanClusterFiberOrientation(const std::map<int, const full
         const fullVector<double>& gpCorr = itFind->second;
         const fullVector<double>& locOri = itLocOri->second;
         totalWeight += gpCorr(3);
-        
+                
         double e1,e2,e3;
         e1 = locOri(0);
         e2 = locOri(1);
-        e3 = locOri(2);        
-        if(locOri(0)<0.)
-        {
-          e1 += 180.;
-        }        
-        if(locOri(1)<0.)
-        {
-          e2 += 180.;
-        }        
-        if(locOri(2)<0.)
-        {
-          e3 += 180.;
-        }
+        e3 = locOri(2);
+        
+        double e1_double,e2_double,e3_double;        
+        e1_double = 2.*e1;
+        e2_double = 2.*e2;
+        e3_double = 2.*e3;     
         
-        double sinE1, sinE2, sinE3, cosE1, cosE2, cosE3;
-        sinE1 = sin(e1*PI/180.);
-        cosE1 = cos(e1*PI/180.);
-        sinE2 = sin(e2*PI/180.);
-        cosE2 = cos(e2*PI/180.);
-        sinE3 = sin(e3*PI/180.);
-        cosE3 = cos(e3*PI/180.);
+        double sinE1_double, sinE2_double, sinE3_double, cosE1_double, cosE2_double, cosE3_double;
+        sinE1_double = sin(e1_double*PI/180.);
+        cosE1_double = cos(e1_double*PI/180.);
+        sinE2_double = sin(e2_double*PI/180.);
+        cosE2_double = cos(e2_double*PI/180.);
+        sinE3_double = sin(e3_double*PI/180.);
+        cosE3_double = cos(e3_double*PI/180.);
         
-        sinE1_mean += sinE1*gpCorr(3);
-        cosE1_mean += cosE1*gpCorr(3);
-        sinE2_mean += sinE2*gpCorr(3);
-        cosE2_mean += cosE2*gpCorr(3);
-        sinE3_mean += sinE3*gpCorr(3);        
-        cosE3_mean += cosE3*gpCorr(3);        
+        sinE1_double_mean += sinE1_double*gpCorr(3);
+        cosE1_double_mean += cosE1_double*gpCorr(3);
+        sinE2_double_mean += sinE2_double*gpCorr(3);
+        cosE2_double_mean += cosE2_double*gpCorr(3);
+        sinE3_double_mean += sinE3_double*gpCorr(3);        
+        cosE3_double_mean += cosE3_double*gpCorr(3);                    
       }
     }
     
-    sinE1_mean *= (1./totalWeight);
-    sinE2_mean *= (1./totalWeight);
-    sinE3_mean *= (1./totalWeight);
-    
-    cosE1_mean *= (1./totalWeight);
-    cosE2_mean *= (1./totalWeight);
-    cosE3_mean *= (1./totalWeight);
-    
-    E1_mean = atan2(sinE1_mean,cosE1_mean)*180./PI;
-    E2_mean = atan2(sinE2_mean,cosE2_mean)*180./PI;
-    E3_mean = atan2(sinE3_mean,cosE3_mean)*180./PI;
+    E1_mean = atan2(sinE1_double_mean,cosE1_double_mean)*180./PI/2.;
+    E2_mean = atan2(sinE2_double_mean,cosE2_double_mean)*180./PI/2.;
+    E3_mean = atan2(sinE3_double_mean,cosE3_double_mean)*180./PI/2.;
   }
   else
   {
@@ -5032,16 +6614,85 @@ void clutering_impls::meanClusterFiberOrientation(const std::map<int, const full
   }
 }
 
-void clutering_impls::meanGeometricClusterVec(const std::map<int, const fullVector<double>* >& cluster,
-                                              const std::map<int, fullVector<double> >& mapPositionsWeights,
-                                              fullVector<double>& mean)
+void clutering_impls::meanClusterFiberOrientation(const std::map<int, const fullVector<double>* >& cluster,
+                                                  const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                  fullVector<double>& mean
+                                                  )
 {
-  mean.resize(6,true);
+  mean.resize(3,true);
   double totalWeight = 0;
   int n = cluster.size();
-  fullVector<double> meanLn(6);
-  fullVector<double> plastEqLoc(6);
-  double val;
+  
+  double E1_mean=0., E2_mean=0., E3_mean=0., sinE1_double_mean=0., sinE2_double_mean=0., sinE3_double_mean=0., cosE1_double_mean=0., cosE2_double_mean=0., cosE3_double_mean=0.;
+  
+  double PI = 3.14159265;
+  
+  if (n > 0)
+  {
+    for (std::map<int, const fullVector<double>* >::const_iterator its = cluster.begin(); its != cluster.end(); its ++)
+    {
+      std::map<int, fullVector<double> >::const_iterator itFind = mapPositionsWeights.find(its->first);
+      if (itFind==mapPositionsWeights.end())
+      {
+        printf("wrong map of Gauss poing as GP %d is not found in this map",its->first);
+      }
+      else
+      {
+        const fullVector<double>& gpCorr = itFind->second;
+        const fullVector<double>& locOri = *its->second;
+        totalWeight += gpCorr(3);
+                
+        double e1,e2,e3;
+        e1 = locOri(0);
+        e2 = locOri(1);
+        e3 = locOri(2);        
+        
+        double e1_double,e2_double,e3_double;       
+        e1_double = 2.*e1;
+        e2_double = 2.*e2;
+        e3_double = 2.*e3;     
+        
+        double sinE1_double, sinE2_double, sinE3_double, cosE1_double, cosE2_double, cosE3_double;
+        sinE1_double = sin(e1_double*PI/180.);
+        cosE1_double = cos(e1_double*PI/180.);
+        sinE2_double = sin(e2_double*PI/180.);
+        cosE2_double = cos(e2_double*PI/180.);
+        sinE3_double = sin(e3_double*PI/180.);
+        cosE3_double = cos(e3_double*PI/180.);
+        
+        sinE1_double_mean += sinE1_double*gpCorr(3);
+        cosE1_double_mean += cosE1_double*gpCorr(3);
+        sinE2_double_mean += sinE2_double*gpCorr(3);
+        cosE2_double_mean += cosE2_double*gpCorr(3);
+        sinE3_double_mean += sinE3_double*gpCorr(3);        
+        cosE3_double_mean += cosE3_double*gpCorr(3);    
+      }
+    }
+    
+    E1_mean = atan2(sinE1_double_mean,cosE1_double_mean)*180./PI/2.;
+    E2_mean = atan2(sinE2_double_mean,cosE2_double_mean)*180./PI/2.;
+    E3_mean = atan2(sinE3_double_mean,cosE3_double_mean)*180./PI/2.;
+    
+    mean(0) = E1_mean;
+    mean(1) = E2_mean;
+    mean(2) = E3_mean;
+  }
+  else
+  {
+    Msg::Error("empty cluster is found");
+  }
+}
+
+void clutering_impls::meanGeometricClusterVec(const std::map<int, const fullVector<double>* >& cluster,
+                                              const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                              fullVector<double>& mean)
+{
+  mean.resize(6,true);
+  double totalWeight = 0;
+  int n = cluster.size();
+  fullVector<double> meanLn(6);
+  fullVector<double> plastEqLoc(6);
+  double val;
   if (n > 0)
   {
     for (std::map<int, const fullVector<double>* >::const_iterator its = cluster.begin(); its != cluster.end(); its ++)
@@ -5445,83 +7096,956 @@ void clutering_impls::printClusters(const std::map<int, std::map<int, const full
     Msg::Info("CLUSTER = %d, clusterSize = %d",clusterNum,cl.size());
     for (std::map<int, const fullMatrix<double>*>::const_iterator itset = cl.begin(); itset != cl.end(); itset++)
     {
-      printf(" %d",itset->first);
+      printf(" %d",itset->first);
+    }
+    printf("\n");
+  }
+};
+
+
+int clutering_impls::getNearestClusterId(const std::map<int, fullMatrix<double> >& clusterMean, const fullMatrix<double>& pt)
+{
+  double dist = 0;
+  int clusterIndex = -1;
+  for (std::map<int, fullMatrix<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
+  {
+    int newClusterIndex = it->first;
+    double newDist = clutering_impls::getDiffNorm(pt,it->second);
+    if (clusterIndex <0 or newDist<dist)
+    {
+      dist = newDist;
+      clusterIndex = newClusterIndex;
+    }
+  }
+  return clusterIndex;
+}
+
+
+int clutering_impls::getNearestClusterIdVec(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt)
+{
+  double dist = 0;
+  int clusterIndex = -1;
+  for (std::map<int, fullVector<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
+  {
+    int newClusterIndex = it->first;
+    double newDist = clutering_impls::getDiffNormVec(pt,it->second);
+    if (clusterIndex <0 or newDist<dist)
+    {
+      dist = newDist;
+      clusterIndex = newClusterIndex;
+    }
+  }
+  return clusterIndex;
+}
+
+int clutering_impls::getNearestClusterIdVecLong(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt)
+{
+  double dist = 0;
+  int clusterIndex = -1;
+  for (std::map<int, fullVector<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
+  {
+    int newClusterIndex = it->first;
+    double newDist = clutering_impls::getDiffNormVecLong(pt,it->second);
+    //double newDist = clutering_impls::getDiffShearNormVecLong(pt,it->second);
+    //double newDist = clutering_impls::getDiffNormVecPowerLong(pt,it->second);
+    if (clusterIndex <0 or newDist<dist)
+    {
+      dist = newDist;
+      clusterIndex = newClusterIndex;
+    }
+  }
+  return clusterIndex;
+}
+
+int clutering_impls::getNearestClusterIdOrientationBased(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt)
+{
+  double dist = 0;
+  int clusterIndex = -1;
+  for (std::map<int, fullVector<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
+  {
+    int newClusterIndex = it->first;
+    double newDist = clutering_impls::getDiffNormOrientationBased(pt,it->second);
+    if (clusterIndex <0 or newDist<dist)
+    {
+      dist = newDist;
+      clusterIndex = newClusterIndex;
+    }
+  }
+  return clusterIndex;
+}
+
+
+bool clutering_impls::kmean_cluster(const std::map<int, fullMatrix<double> >& data, const int nbClusters, const int minElemEachCluster,
+                                    const int maxNbIterations,
+                                    const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                    std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{
+  
+  if (nbClusters == 1)
+  {
+    clusters.clear();
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    {
+      cluster_i[it->first] = &(it->second);
+    }
+    return true;
+  }
+ 
+  unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
+  std::default_random_engine generator (seed);
+  std::uniform_int_distribution<int> distribution(0, nbClusters-1);
+  
+  std::map<int,int> IdMapToClusterId;
+  // initialization to nbClusters, 
+  // empty cluster is avoided
+  clusters.clear();
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.begin();
+  for (int i=0; i< nbClusters; i++)
+  {
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    for (int j=0; j< std::max(1,minElemEachCluster); j++)
+    {
+      cluster_i[itAss->first] = &(itAss->second);
+      IdMapToClusterId[itAss->first] = i;
+      itAss++;
+    }
+  }
+  
+  for (std::map<int, fullMatrix<double> >::const_iterator it = itAss;  it!= data.end(); it++)
+  {
+    int cl  = distribution(generator);  
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
+    cluster_i[it->first] = &(it->second);
+    IdMapToClusterId[it->first] = cl;
+  }
+  
+  // print cluster
+  //clutering_impls::printClusters(clusters);
+  // initialized k-means
+  std::map<int, fullMatrix<double> > A_clustermean;
+  for (int i=0; i< nbClusters; i++)
+  {
+    fullMatrix<double>& Amean = A_clustermean[i];
+    clutering_impls::meanCluster(clusters[i],mapPositionsWeights,Amean);
+    //Amean.print("Amean");
+  }
+  
+  //clustering
+  int iter=0;
+  while (true)
+  {
+    iter++;
+    if (iter> maxNbIterations)
+    {
+      Msg::Info("maximal iteration exceeds");
+      return false;
+      break;
+    }
+    int numberChange = 0;
+    // at each point, find neareast cluster
+    std::map<int,int> previousMapId=IdMapToClusterId;
+    IdMapToClusterId.clear();
+    
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    { 
+      int type = it->first;
+      const fullMatrix<double>& mat = it->second;
+      int currentCluserId = previousMapId[type];
+      int newCluserId = clutering_impls::getNearestClusterId(A_clustermean,mat);
+      // start as previous
+      IdMapToClusterId[type] = previousMapId[type];
+      if (currentCluserId != newCluserId)
+      {
+        // remove from current cluster and add to the new one
+        std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        if (cluster_old.size() > minElemEachCluster)
+        {
+          numberChange ++;
+          cluster_old.erase(type);
+          std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          cluster_new[type] = &mat;
+          IdMapToClusterId[type] = newCluserId;
+        }
+      }
+    }
+    
+    Msg::Info("iter = %d, number moving = %d",iter,numberChange);
+    
+    if (numberChange ==0 and iter>1)
+    {
+      Msg::Info("Done clustering as clusters are not modified !!!");
+      break;
+    }
+    else
+    {
+      // re compute centering
+      for (int i=0; i< nbClusters; i++)
+      {
+        fullMatrix<double>& Amean = A_clustermean[i];
+        clutering_impls::meanCluster(clusters[i], mapPositionsWeights, Amean);
+      }
+    }
+  }
+  
+  //clutering_impls::printClusters(clusters);
+  return true;
+}
+
+
+bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVector<double> >& dataVec, 
+                                                    const std::map<int, fullMatrix<double> >& data, 
+                                                    const int nbClusters, 
+                                                    const int minElemEachCluster,
+                                                    const int maxNbIterations,
+                                                    const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                    std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                    std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{ 
+  if (nbClusters == 1)
+  {
+    clustersVec.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
+    clusters.clear();
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    {
+      cluster_i[it->first] = &(it->second);
+    }
+    return true;
+  }
+ 
+  unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
+  std::default_random_engine generator (seed);
+  std::uniform_int_distribution<int> distribution(0, nbClusters-1);
+  
+  std::map<int,int> IdMapToClusterId;
+  // initialization to nbClusters, 
+  // empty cluster is avoided
+  clustersVec.clear();
+  clusters.clear();
+  std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.begin();
+  int type = itAssVec->first;
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+
+  for (int i=0; i< nbClusters; i++)
+  {
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    for (int j=0; j< std::max(1,minElemEachCluster); j++)
+    {
+      type = itAssVec->first;
+      std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+      clusterVec_i[type] = &(itAssVec->second);
+      cluster_i[type] = &(itAss->second);
+      IdMapToClusterId[type] = i;
+      itAssVec++;
+    }
+  }
+
+  for (std::map<int, fullVector<double> >::const_iterator itVec = itAssVec;  itVec!= dataVec.end(); itVec++)
+  {
+    int cl  = distribution(generator);  
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
+    clusterVec_i[itVec->first] = &(itVec->second);
+    type = itVec->first;
+    std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+    cluster_i[type] = &(it->second);
+    IdMapToClusterId[type] = cl;
+  }
+
+  // print cluster
+  //clutering_impls::printClusters(clusters);
+  // initialized k-means
+  std::map<int, fullVector<double> > Vec_clustermean;
+  for (int i=0; i< nbClusters; i++)
+  {
+    fullVector<double>& Vecmean = Vec_clustermean[i];
+    clutering_impls::meanClusterVecLong(clustersVec[i],mapPositionsWeights,Vecmean);
+  }
+  
+  //clustering
+  int iter=0;
+  while (true)
+  {
+    iter++;
+    if (iter> maxNbIterations)
+    {
+      Msg::Info("maximal iteration exceeds");
+      return false;
+      break;
+    }
+    int numberChange = 0;
+    // at each point, find neareast cluster
+    std::map<int,int> previousMapId=IdMapToClusterId;
+    IdMapToClusterId.clear();
+    
+    for (std::map<int, fullVector<double> >::const_iterator itVec = dataVec.begin();  itVec!= dataVec.end(); itVec++)
+    { 
+      int type = itVec->first;
+      const fullVector<double>& vec = itVec->second;
+      std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+      const fullMatrix<double>& mat = it->second;
+      int currentCluserId = previousMapId[type];
+      int newCluserId = clutering_impls::getNearestClusterIdVecLong(Vec_clustermean,vec);
+      // start as previous
+      IdMapToClusterId[type] = previousMapId[type];
+      if (currentCluserId != newCluserId)
+      {
+        // remove from current cluster and add to the new one
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
+        std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        if (clusterVec_old.size() > minElemEachCluster)
+        {
+          numberChange ++;
+          IdMapToClusterId[type] = newCluserId;
+          clusterVec_old.erase(type);
+          cluster_old.erase(type);
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
+          std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          clusterVec_new[type] = &vec;
+          cluster_new[type] = &mat;
+        }
+      }
+    }
+    
+    Msg::Info("iter = %d, number moving = %d",iter,numberChange);
+    
+    if (numberChange ==0 and iter>1)
+    {
+      Msg::Info("Done clustering as clusters are not modified !!!");
+      break;
+    }
+    else
+    {
+      // re compute centering
+      for (int i=0; i< nbClusters; i++)
+      {
+        fullVector<double>& Vecmean = Vec_clustermean[i];
+        clutering_impls::meanClusterVecLong(clustersVec[i], mapPositionsWeights, Vecmean);
+      }
+    }
+  }
+  
+  //clutering_impls::printClusters(clusters);
+  return true;
+}
+
+bool clutering_impls::kmean_cluster_orientationBased(const std::map<int, fullVector<double> >& dataVecOri, 
+                                                     const std::map<int, fullMatrix<double> >& data, 
+                                                     const int nbClusters, 
+                                                     const int minElemEachCluster,
+                                                     const int maxNbIterations,
+                                                     const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                     std::map<int, std::map<int, const fullVector<double>* > >& clustersOri,
+                                                     std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{ 
+  if (nbClusters == 1)
+  {
+    clustersOri.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersOri[0];
+    clusters.clear();
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVecOri.begin();  it!= dataVecOri.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    {
+      cluster_i[it->first] = &(it->second);
+    }
+    return true;
+  }
+ 
+  unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
+  std::default_random_engine generator (seed);
+  std::uniform_int_distribution<int> distribution(0, nbClusters-1);
+  
+  std::map<int,int> IdMapToClusterId;
+  // initialization to nbClusters, 
+  // empty cluster is avoided
+  clustersOri.clear();
+  clusters.clear();
+  std::map<int, fullVector<double> >::const_iterator itAssVec = dataVecOri.begin();
+  int type = itAssVec->first;
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+
+  for (int i=0; i< nbClusters; i++)
+  {
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersOri[i];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    for (int j=0; j< std::max(1,minElemEachCluster); j++)
+    {
+      type = itAssVec->first;
+      std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+      clusterVec_i[type] = &(itAssVec->second);
+      cluster_i[type] = &(itAss->second);
+      IdMapToClusterId[type] = i;
+      itAssVec++;
+    }
+  }
+
+  for (std::map<int, fullVector<double> >::const_iterator itVec = itAssVec;  itVec!= dataVecOri.end(); itVec++)
+  {
+    int cl  = distribution(generator);  
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersOri[cl];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
+    clusterVec_i[itVec->first] = &(itVec->second);
+    type = itVec->first;
+    std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+    cluster_i[type] = &(it->second);
+    IdMapToClusterId[type] = cl;
+  }
+
+  // print cluster
+  //clutering_impls::printClusters(clusters);
+  // initialized k-means
+  std::map<int, fullVector<double> > Vec_clustermean;
+  for (int i=0; i< nbClusters; i++)
+  {
+    fullVector<double>& Vecmean = Vec_clustermean[i];
+    clutering_impls::meanClusterFiberOrientation(clustersOri[i],mapPositionsWeights,Vecmean);
+  }
+    
+  //clustering
+  int iter=0;
+  while (true)
+  {
+    iter++;
+    if (iter> maxNbIterations)
+    {
+      Msg::Info("maximal iteration exceeds");
+      return false;
+      break;
+    }
+    int numberChange = 0;
+    // at each point, find neareast cluster
+    std::map<int,int> previousMapId=IdMapToClusterId;
+    IdMapToClusterId.clear();
+    
+    for (std::map<int, fullVector<double> >::const_iterator itVec = dataVecOri.begin();  itVec!= dataVecOri.end(); itVec++)
+    { 
+      int type = itVec->first;
+      const fullVector<double>& vec = itVec->second;
+      std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+      const fullMatrix<double>& mat = it->second;
+      int currentCluserId = previousMapId[type];
+      int newCluserId = clutering_impls::getNearestClusterIdOrientationBased(Vec_clustermean,vec);
+      // start as previous
+      IdMapToClusterId[type] = previousMapId[type];
+      if (currentCluserId != newCluserId)
+      {
+        // remove from current cluster and add to the new one
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersOri[currentCluserId];
+        std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        if (clusterVec_old.size() > minElemEachCluster)
+        {
+          numberChange ++;
+          IdMapToClusterId[type] = newCluserId;
+          clusterVec_old.erase(type);
+          cluster_old.erase(type);
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersOri[newCluserId];
+          std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          clusterVec_new[type] = &vec;
+          cluster_new[type] = &mat;
+        }
+      }
+    }
+    
+    Msg::Info("iter = %d, number moving = %d",iter,numberChange);
+    
+    if (numberChange ==0 and iter>1)
+    {
+      Msg::Info("Done clustering as clusters are not modified !!!");
+      break;
+    }
+    else
+    {
+      // re compute centering
+      for (int i=0; i< nbClusters; i++)
+      {
+        fullVector<double>& Vecmean = Vec_clustermean[i];
+        clutering_impls::meanClusterFiberOrientation(clustersOri[i], mapPositionsWeights, Vecmean);
+      }
+    }
+  }
+  
+  //clutering_impls::printClusters(clusters);
+  return true;
+}
+
+
+bool clutering_impls::kmean_cluster_hierarchical_orientation_fullVectorBased(const std::map<int, fullVector<double> >& dataOri, 
+                                                                             const std::map<int, fullVector<double> >& dataVec, 
+                                                                             const std::map<int, fullMatrix<double> >& data, 
+                                                                             int& nbClusters, 
+                                                                             const int minElemEachCluster,
+                                                                             const int maxNbIterations,
+                                                                             const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                                             std::map<int, std::map<int, const fullVector<double>* > >& clustersOri,
+                                                                             std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                                             std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{ 
+  if (nbClusters == 1)
+  {
+    clustersOri.clear();
+    std::map<int, const fullVector<double>* >& clusterOri_i = clustersOri[0];
+    clusters.clear();
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    clustersVec.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
+    for (std::map<int, fullVector<double> >::const_iterator it = dataOri.begin();  it!= dataOri.end(); it++)
+    {
+      clusterOri_i[it->first] = &(it->second);
+    }
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    {
+      cluster_i[it->first] = &(it->second);
+    }
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    //return true;
+  }
+ 
+  unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
+  std::default_random_engine generator (seed);
+  std::uniform_int_distribution<int> distribution(0, nbClusters-1);
+  
+  std::map<int,int> IdMapToClusterId;
+  // initialization to nbClusters, 
+  // empty cluster is avoided
+  clustersOri.clear();
+  clusters.clear();
+  clustersVec.clear();
+  std::map<int, fullVector<double> >::const_iterator itAssOri = dataOri.begin();
+  int type = itAssOri->first;
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+  std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.begin();
+
+  for (int i=0; i< nbClusters; i++)
+  {
+    std::map<int, const fullVector<double>* >& clusterOri_i = clustersOri[i];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
+    for (int j=0; j< std::max(1,minElemEachCluster); j++)
+    {
+      type = itAssOri->first;
+      std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+      std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.find(type);
+      clusterOri_i[type] = &(itAssOri->second);
+      cluster_i[type] = &(itAss->second);
+      clusterVec_i[type] = &(itAssVec->second);
+      IdMapToClusterId[type] = i;
+      itAssOri++;
+    }
+  }
+
+  for (std::map<int, fullVector<double> >::const_iterator itOri = itAssOri;  itOri!= dataOri.end(); itOri++)
+  {
+    int cl  = distribution(generator);  
+    std::map<int, const fullVector<double>* >& clusterOri_i = clustersOri[cl];
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
+    clusterOri_i[itOri->first] = &(itOri->second);
+    type = itOri->first;
+    std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+    cluster_i[type] = &(it->second);
+    std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(type);
+    clusterVec_i[type] = &(itVec->second);
+    IdMapToClusterId[type] = cl;
+  }
+
+  // print cluster
+  //clutering_impls::printClusters(clusters);
+  // initialized k-means
+  std::map<int, fullVector<double> > Ori_clustermean;
+  for (int i=0; i< nbClusters; i++)
+  {
+    fullVector<double>& orimean = Ori_clustermean[i];
+    clutering_impls::meanClusterFiberOrientation(clustersOri[i],mapPositionsWeights,orimean);
+  }
+    
+  //clustering
+  int iter=0;
+  while (true)
+  {
+    iter++;
+    if (iter> maxNbIterations)
+    {
+      Msg::Info("maximal iteration exceeds");
+      return false;
+      break;
+    }
+    int numberChange = 0;
+    // at each point, find neareast cluster
+    std::map<int,int> previousMapId=IdMapToClusterId;
+    IdMapToClusterId.clear();
+    
+    for (std::map<int, fullVector<double> >::const_iterator itOri = dataOri.begin();  itOri!= dataOri.end(); itOri++)
+    { 
+      int type = itOri->first;
+      const fullVector<double>& ori = itOri->second;
+      std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+      const fullMatrix<double>& mat = it->second;
+      std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(type);
+      const fullVector<double>& vec = itVec->second;
+      int currentCluserId = previousMapId[type];
+      int newCluserId = clutering_impls::getNearestClusterIdOrientationBased(Ori_clustermean,ori);
+      // start as previous
+      IdMapToClusterId[type] = previousMapId[type];
+      if (currentCluserId != newCluserId)
+      {
+        // remove from current cluster and add to the new one
+        std::map<int, const fullVector<double>* >& clusterOri_old = clustersOri[currentCluserId];
+        std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
+        if (clusterOri_old.size() > minElemEachCluster)
+        {
+          numberChange ++;
+          IdMapToClusterId[type] = newCluserId;
+          clusterOri_old.erase(type);
+          cluster_old.erase(type);
+          clusterVec_old.erase(type);
+          std::map<int, const fullVector<double>* >& clusterOri_new = clustersOri[newCluserId];
+          std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
+          clusterOri_new[type] = &ori;
+          cluster_new[type] = &mat;
+          clusterVec_new[type] = &vec;
+        }
+      }
+    }
+    
+    Msg::Info("iter = %d, number moving = %d",iter,numberChange);
+    
+    if (numberChange ==0 and iter>1)
+    {
+      Msg::Info("Done clustering as clusters are not modified !!!");
+      break;
+    }
+    else
+    {
+      // re compute centering
+      for (int i=0; i< nbClusters; i++)
+      {
+        fullVector<double>& orimean = Ori_clustermean[i];
+        clutering_impls::meanClusterFiberOrientation(clustersOri[i], mapPositionsWeights, orimean);
+      }
+    }
+  }
+  
+  std::map<int, std::map<int, const fullMatrix<double>* > > clusters_new;
+  clusters_new.clear();
+  std::map<int, std::map<int, const fullVector<double>* > > clustersVec_new;
+  clustersVec_new.clear();
+  
+  //clutering_impls::printClusters(clusters);
+  
+  int nbClustersLevel2 = 2;
+  nbClusters *= nbClustersLevel2;
+  
+  int minElemEachClusterLevel1 = 1;
+  
+  for (std::map<int, std::map<int, const fullMatrix<double>* > >::const_iterator  itCl = clusters.begin(); itCl != clusters.end(); itCl++)
+  {
+    int clNum = itCl->first;
+    
+    const std::map<int, const fullMatrix<double>* >& dataInClPointer = itCl->second;
+    const std::map<int, const fullVector<double>* >& dataInClVecPointer = clustersVec[itCl->first];
+    
+    std::map<int, fullMatrix<double> > dataInCl;
+    std::map<int, fullVector<double> > dataInClVec;
+    
+    for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
+    {
+      fullMatrix<double>& mat = dataInCl[itp->first];
+      mat = *(itp->second);
+    }
+    
+    for (std::map<int, const fullVector<double>* >::const_iterator  itp = dataInClVecPointer.begin(); itp != dataInClVecPointer.end(); itp++)
+    {
+      fullVector<double>& vec = dataInClVec[itp->first];
+      vec = *(itp->second);
+    }
+    
+    std::map<int, std::map<int, const fullMatrix<double>*> > clusterInCl_pnt;
+    std::map<int, std::map<int, const fullVector<double>*> > clusterInClVec_pnt;
+    
+    bool ok = false;
+    ok= clutering_impls::kmean_cluster_FullVectorBased(dataInClVec,dataInCl,nbClustersLevel2,minElemEachClusterLevel1,maxNbIterations,mapPositionsWeights,clusterInClVec_pnt,clusterInCl_pnt);
+    
+    for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator  itCl = clusterInCl_pnt.begin(); itCl != clusterInCl_pnt.end(); itCl++)
+    {
+      int clNumInCluster = itCl->first;
+      std::map<int, const fullMatrix<double>*> clusterMat = itCl->second;
+      std::map<int, const fullMatrix<double>* >& clusterMat_new = clusters_new[clNum*nbClustersLevel2+clNumInCluster];
+      std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec_new[clNum*nbClustersLevel2+clNumInCluster];
+      
+      for (std::map<int, const fullMatrix<double>*>::const_iterator  itgp = clusterMat.begin(); itgp != clusterMat.end(); itgp++)
+      {
+        std::map<int, fullMatrix<double> >::const_iterator itMat = data.find(itgp->first);
+        const fullMatrix<double>& mat = itMat->second;
+        clusterMat_new[itgp->first] = &mat;
+        
+        std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(itgp->first);
+        const fullVector<double>& vec = itVec->second;
+        clusterVec_new[itgp->first] = &vec;
+      }   
+    }
+  }
+  
+  clusters.clear();
+  clustersVec.clear();
+  
+  clusters = clusters_new;
+  clustersVec = clustersVec_new;
+  
+  //clutering_impls::printClusters(clusters);
+  return true;
+}
+
+
+bool clutering_impls::kmean_cluster_hierarchical_fullMatrix_fullVectorBased(const std::map<int, fullVector<double> >& dataVec, 
+                                                                            const std::map<int, fullMatrix<double> >& data, 
+                                                                            int& nbClusters, 
+                                                                            const int minElemEachCluster,
+                                                                            const int maxNbIterations,
+                                                                            const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                                            std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                                            std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{
+  if (nbClusters == 1)
+  {
+    clusters.clear();
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    clustersVec.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    {
+      cluster_i[it->first] = &(it->second);
+    }
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    //return true;
+  }
+ 
+  unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
+  std::default_random_engine generator (seed);
+  std::uniform_int_distribution<int> distribution(0, nbClusters-1);
+  
+  std::map<int,int> IdMapToClusterId;
+  // initialization to nbClusters, 
+  // empty cluster is avoided
+  clusters.clear();
+  clustersVec.clear();
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.begin();
+  int type = itAss->first;
+  std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.find(type);
+
+  for (int i=0; i< nbClusters; i++)
+  {
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
+    for (int j=0; j< std::max(1,minElemEachCluster); j++)
+    {
+      type = itAss->first;
+      std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.find(type);
+      cluster_i[type] = &(itAss->second);
+      clusterVec_i[type] = &(itAssVec->second);
+      IdMapToClusterId[type] = i;
+      itAss++;
+    }
+  }
+
+  for (std::map<int, fullMatrix<double> >::const_iterator it = itAss;  it!= data.end(); it++)
+  {
+    int cl  = distribution(generator);  
+    std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
+    type = it->first;
+    cluster_i[type] = &(it->second);
+    std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(type);
+    clusterVec_i[type] = &(itVec->second);
+    IdMapToClusterId[type] = cl;
+  }
+
+  // print cluster
+  //clutering_impls::printClusters(clusters);
+  // initialized k-means
+  std::map<int, fullMatrix<double> > A_clustermean;
+  for (int i=0; i< nbClusters; i++)
+  {
+    fullMatrix<double>& Amean = A_clustermean[i];
+    clutering_impls::meanCluster(clusters[i],mapPositionsWeights,Amean);
+  }
+    
+  //clustering
+  int iter=0;
+  while (true)
+  {
+    iter++;
+    if (iter> maxNbIterations)
+    {
+      Msg::Info("maximal iteration exceeds");
+      return false;
+      break;
+    }
+    int numberChange = 0;
+    // at each point, find neareast cluster
+    std::map<int,int> previousMapId=IdMapToClusterId;
+    IdMapToClusterId.clear();
+    
+    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    { 
+      int type = it->first;
+      const fullMatrix<double>& mat = it->second;
+      std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(type);
+      const fullVector<double>& vec = itVec->second;
+      int currentCluserId = previousMapId[type];
+      int newCluserId = clutering_impls::getNearestClusterId(A_clustermean,mat);
+      // start as previous
+      IdMapToClusterId[type] = previousMapId[type];
+      if (currentCluserId != newCluserId)
+      {
+        // remove from current cluster and add to the new one
+        std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
+        if (cluster_old.size() > minElemEachCluster)
+        {
+          numberChange ++;
+          IdMapToClusterId[type] = newCluserId;
+          cluster_old.erase(type);
+          clusterVec_old.erase(type);
+          std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
+          cluster_new[type] = &mat;
+          clusterVec_new[type] = &vec;
+        }
+      }
+    }
+    
+    Msg::Info("iter = %d, number moving = %d",iter,numberChange);
+    
+    if (numberChange ==0 and iter>1)
+    {
+      Msg::Info("Done clustering as clusters are not modified !!!");
+      break;
     }
-    printf("\n");
-  }
-};
-
-
-int clutering_impls::getNearestClusterId(const std::map<int, fullMatrix<double> >& clusterMean, const fullMatrix<double>& pt)
-{
-  double dist = 0;
-  int clusterIndex = -1;
-  for (std::map<int, fullMatrix<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
-  {
-    int newClusterIndex = it->first;
-    double newDist = clutering_impls::getDiffNorm(pt,it->second);
-    if (clusterIndex <0 or newDist<dist)
+    else
     {
-      dist = newDist;
-      clusterIndex = newClusterIndex;
+      // re compute centering
+      for (int i=0; i< nbClusters; i++)
+      {
+        fullMatrix<double>& Amean = A_clustermean[i];
+        clutering_impls::meanCluster(clusters[i], mapPositionsWeights, Amean);
+      }
     }
   }
-  return clusterIndex;
-}
-
-
-int clutering_impls::getNearestClusterIdVec(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt)
-{
-  double dist = 0;
-  int clusterIndex = -1;
-  for (std::map<int, fullVector<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
+  
+  std::map<int, std::map<int, const fullMatrix<double>* > > clusters_new;
+  clusters_new.clear();
+  std::map<int, std::map<int, const fullVector<double>* > > clustersVec_new;
+  clustersVec_new.clear();
+  
+  //clutering_impls::printClusters(clusters);
+  
+  int nbClustersLevel2 = 4;
+  if(nbClusters==1){nbClustersLevel2=1;}
+  nbClusters *= nbClustersLevel2;
+  
+  int minElemEachClusterLevel1 = 1;
+  
+  for (std::map<int, std::map<int, const fullMatrix<double>* > >::const_iterator  itCl = clusters.begin(); itCl != clusters.end(); itCl++)
   {
-    int newClusterIndex = it->first;
-    double newDist = clutering_impls::getDiffNormVec(pt,it->second);
-    if (clusterIndex <0 or newDist<dist)
+    int clNum = itCl->first;
+    
+    const std::map<int, const fullMatrix<double>* >& dataInClPointer = itCl->second;
+    const std::map<int, const fullVector<double>* >& dataInClVecPointer = clustersVec[itCl->first];
+    
+    std::map<int, fullMatrix<double> > dataInCl;
+    std::map<int, fullVector<double> > dataInClVec;
+    
+    for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
     {
-      dist = newDist;
-      clusterIndex = newClusterIndex;
+      fullMatrix<double>& mat = dataInCl[itp->first];
+      mat = *(itp->second);
     }
-  }
-  return clusterIndex;
-}
-
-int clutering_impls::getNearestClusterIdVecLong(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt)
-{
-  double dist = 0;
-  int clusterIndex = -1;
-  for (std::map<int, fullVector<double> >::const_iterator it = clusterMean.begin(); it!= clusterMean.end(); it++)
-  {
-    int newClusterIndex = it->first;
-    double newDist = clutering_impls::getDiffNormVecLong(pt,it->second);
-    //double newDist = clutering_impls::getDiffShearNormVecLong(pt,it->second);
-    //double newDist = clutering_impls::getDiffNormVecPowerLong(pt,it->second);
-    if (clusterIndex <0 or newDist<dist)
+    
+    for (std::map<int, const fullVector<double>* >::const_iterator  itp = dataInClVecPointer.begin(); itp != dataInClVecPointer.end(); itp++)
     {
-      dist = newDist;
-      clusterIndex = newClusterIndex;
+      fullVector<double>& vec = dataInClVec[itp->first];
+      vec = *(itp->second);
+    }
+    
+    std::map<int, std::map<int, const fullMatrix<double>*> > clusterInCl_pnt;
+    std::map<int, std::map<int, const fullVector<double>*> > clusterInClVec_pnt;
+    
+    bool ok = false;
+    ok= clutering_impls::kmean_cluster_FullVectorBased(dataInClVec,dataInCl,nbClustersLevel2,minElemEachClusterLevel1,maxNbIterations,mapPositionsWeights,clusterInClVec_pnt,clusterInCl_pnt);
+    
+    for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator  itCl = clusterInCl_pnt.begin(); itCl != clusterInCl_pnt.end(); itCl++)
+    {
+      int clNumInCluster = itCl->first;
+      std::map<int, const fullMatrix<double>*> clusterMat = itCl->second;
+      std::map<int, const fullMatrix<double>* >& clusterMat_new = clusters_new[clNum*nbClustersLevel2+clNumInCluster];
+      std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec_new[clNum*nbClustersLevel2+clNumInCluster];
+      
+      for (std::map<int, const fullMatrix<double>*>::const_iterator  itgp = clusterMat.begin(); itgp != clusterMat.end(); itgp++)
+      {
+        std::map<int, fullMatrix<double> >::const_iterator itMat = data.find(itgp->first);
+        const fullMatrix<double>& mat = itMat->second;
+        clusterMat_new[itgp->first] = &mat;
+        
+        std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(itgp->first);
+        const fullVector<double>& vec = itVec->second;
+        clusterVec_new[itgp->first] = &vec;
+      }   
     }
   }
-  return clusterIndex;
+  
+  clusters.clear();
+  clustersVec.clear();
+  
+  clusters = clusters_new;
+  clustersVec = clustersVec_new;
+  
+  //clutering_impls::printClusters(clusters);
+  return true;
 }
 
-
-bool clutering_impls::kmean_cluster(const std::map<int, fullMatrix<double> >& data, const int nbClusters, const int minElemEachCluster,
-                                    const int maxNbIterations,
-                                    const std::map<int, fullVector<double> >& mapPositionsWeights,
-                                    std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+bool clutering_impls::kmean_cluster_hierarchical_fullVector_fullMatrixBased(const std::map<int, fullVector<double> >& dataVec, 
+                                                                            const std::map<int, fullMatrix<double> >& data, 
+                                                                            int& nbClusters, 
+                                                                            const int minElemEachCluster,
+                                                                            const int maxNbIterations,
+                                                                            const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                                            std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                                            std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
 {
-  
   if (nbClusters == 1)
   {
     clusters.clear();
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
+    clustersVec.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
     for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
     {
       cluster_i[it->first] = &(it->second);
     }
-    return true;
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    //return true;
   }
  
   unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
@@ -5532,37 +8056,48 @@ bool clutering_impls::kmean_cluster(const std::map<int, fullMatrix<double> >& da
   // initialization to nbClusters, 
   // empty cluster is avoided
   clusters.clear();
-  std::map<int, fullMatrix<double> >::const_iterator itAss = data.begin();
+  clustersVec.clear();
+  std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.begin();
+  int type = itAssVec->first;
+  std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+
   for (int i=0; i< nbClusters; i++)
   {
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
     for (int j=0; j< std::max(1,minElemEachCluster); j++)
     {
-      cluster_i[itAss->first] = &(itAss->second);
-      IdMapToClusterId[itAss->first] = i;
-      itAss++;
+      type = itAssVec->first;
+      std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
+      cluster_i[type] = &(itAss->second);
+      clusterVec_i[type] = &(itAssVec->second);
+      IdMapToClusterId[type] = i;
+      itAssVec++;
     }
   }
-  
-  for (std::map<int, fullMatrix<double> >::const_iterator it = itAss;  it!= data.end(); it++)
+
+  for (std::map<int, fullVector<double> >::const_iterator itVec = itAssVec;  itVec!= dataVec.end(); itVec++)
   {
     int cl  = distribution(generator);  
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
-    cluster_i[it->first] = &(it->second);
-    IdMapToClusterId[it->first] = cl;
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
+    type = itVec->first;
+    clusterVec_i[type] = &(itVec->second);
+    std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
+    cluster_i[type] = &(it->second);
+    IdMapToClusterId[type] = cl;
   }
-  
+
   // print cluster
   //clutering_impls::printClusters(clusters);
   // initialized k-means
-  std::map<int, fullMatrix<double> > A_clustermean;
+  std::map<int, fullVector<double> > Vec_clustermean;
   for (int i=0; i< nbClusters; i++)
   {
-    fullMatrix<double>& Amean = A_clustermean[i];
-    clutering_impls::meanCluster(clusters[i],mapPositionsWeights,Amean);
-    //Amean.print("Amean");
+    fullVector<double>& Vecmean = Vec_clustermean[i];
+    clutering_impls::meanClusterVecLong(clustersVec[i],mapPositionsWeights,Vecmean);
   }
-  
+    
   //clustering
   int iter=0;
   while (true)
@@ -5579,25 +8114,31 @@ bool clutering_impls::kmean_cluster(const std::map<int, fullMatrix<double> >& da
     std::map<int,int> previousMapId=IdMapToClusterId;
     IdMapToClusterId.clear();
     
-    for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
+    for (std::map<int, fullVector<double> >::const_iterator itVec = dataVec.begin();  itVec!= dataVec.end(); itVec++)
     { 
-      int type = it->first;
+      int type = itVec->first;
+      const fullVector<double>& vec = itVec->second;
+      std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
       const fullMatrix<double>& mat = it->second;
       int currentCluserId = previousMapId[type];
-      int newCluserId = clutering_impls::getNearestClusterId(A_clustermean,mat);
+      int newCluserId = clutering_impls::getNearestClusterIdVecLong(Vec_clustermean,vec);
       // start as previous
       IdMapToClusterId[type] = previousMapId[type];
       if (currentCluserId != newCluserId)
       {
         // remove from current cluster and add to the new one
         std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
         if (cluster_old.size() > minElemEachCluster)
         {
           numberChange ++;
+          IdMapToClusterId[type] = newCluserId;
           cluster_old.erase(type);
+          clusterVec_old.erase(type);
           std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
           cluster_new[type] = &mat;
-          IdMapToClusterId[type] = newCluserId;
+          clusterVec_new[type] = &vec;
         }
       }
     }
@@ -5614,41 +8155,107 @@ bool clutering_impls::kmean_cluster(const std::map<int, fullMatrix<double> >& da
       // re compute centering
       for (int i=0; i< nbClusters; i++)
       {
-        fullMatrix<double>& Amean = A_clustermean[i];
-        clutering_impls::meanCluster(clusters[i], mapPositionsWeights, Amean);
+        fullVector<double>& Vecmean = Vec_clustermean[i];
+        clutering_impls::meanClusterVecLong(clustersVec[i],mapPositionsWeights,Vecmean);
       }
     }
   }
   
+  std::map<int, std::map<int, const fullMatrix<double>* > > clusters_new;
+  clusters_new.clear();
+  std::map<int, std::map<int, const fullVector<double>* > > clustersVec_new;
+  clustersVec_new.clear();
+  
+  //clutering_impls::printClusters(clusters);
+  
+  int nbClustersLevel2 = 4;
+  if(nbClusters==1){nbClustersLevel2=1;}
+  nbClusters *= nbClustersLevel2;
+  
+  int minElemEachClusterLevel1 = 1;
+  
+  for (std::map<int, std::map<int, const fullMatrix<double>* > >::const_iterator  itCl = clusters.begin(); itCl != clusters.end(); itCl++)
+  {
+    int clNum = itCl->first;
+    
+    const std::map<int, const fullMatrix<double>* >& dataInClPointer = itCl->second;
+    const std::map<int, const fullVector<double>* >& dataInClVecPointer = clustersVec[itCl->first];
+    
+    std::map<int, fullMatrix<double> > dataInCl;
+    std::map<int, fullVector<double> > dataInClVec;
+    
+    for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
+    {
+      fullMatrix<double>& mat = dataInCl[itp->first];
+      mat = *(itp->second);
+    }
+    
+    for (std::map<int, const fullVector<double>* >::const_iterator  itp = dataInClVecPointer.begin(); itp != dataInClVecPointer.end(); itp++)
+    {
+      fullVector<double>& vec = dataInClVec[itp->first];
+      vec = *(itp->second);
+    }
+    
+    std::map<int, std::map<int, const fullMatrix<double>*> > clusterInCl_pnt;
+    std::map<int, std::map<int, const fullVector<double>*> > clusterInClVec_pnt;
+    
+    bool ok = false;
+    ok= clutering_impls::kmean_cluster(dataInCl,nbClustersLevel2,minElemEachClusterLevel1,maxNbIterations,mapPositionsWeights,clusterInCl_pnt);
+    
+    for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator  itCl = clusterInCl_pnt.begin(); itCl != clusterInCl_pnt.end(); itCl++)
+    {
+      int clNumInCluster = itCl->first;
+      std::map<int, const fullMatrix<double>*> clusterMat = itCl->second;
+      std::map<int, const fullMatrix<double>* >& clusterMat_new = clusters_new[clNum*nbClustersLevel2+clNumInCluster];
+      std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec_new[clNum*nbClustersLevel2+clNumInCluster];
+      
+      for (std::map<int, const fullMatrix<double>*>::const_iterator  itgp = clusterMat.begin(); itgp != clusterMat.end(); itgp++)
+      {
+        std::map<int, fullMatrix<double> >::const_iterator itMat = data.find(itgp->first);
+        const fullMatrix<double>& mat = itMat->second;
+        clusterMat_new[itgp->first] = &mat;
+        
+        std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(itgp->first);
+        const fullVector<double>& vec = itVec->second;
+        clusterVec_new[itgp->first] = &vec;
+      }   
+    }
+  }
+  
+  clusters.clear();
+  clustersVec.clear();
+  
+  clusters = clusters_new;
+  clustersVec = clustersVec_new;
+  
   //clutering_impls::printClusters(clusters);
   return true;
 }
 
-
-bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVector<double> >& dataVec, 
-                                                    const std::map<int, fullMatrix<double> >& data, 
-                                                    const int nbClusters, 
-                                                    const int minElemEachCluster,
-                                                    const int maxNbIterations,
-                                                    const std::map<int, fullVector<double> >& mapPositionsWeights,
-                                                    std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
-                                                    std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
-{ 
+bool clutering_impls::kmean_cluster_hierarchical_fullVectorBased(const std::map<int, fullVector<double> >& dataVec, 
+                                                                 const std::map<int, fullMatrix<double> >& data, 
+                                                                 int& nbClusters, 
+                                                                 const int minElemEachCluster,
+                                                                 const int maxNbIterations,
+                                                                 const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                                 std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                                 std::map<int, std::map<int, const fullMatrix<double>* > >& clusters)
+{
   if (nbClusters == 1)
   {
-    clustersVec.clear();
-    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
     clusters.clear();
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[0];
-    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
-    {
-      clusterVec_i[it->first] = &(it->second);
-    }
+    clustersVec.clear();
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[0];
     for (std::map<int, fullMatrix<double> >::const_iterator it = data.begin();  it!= data.end(); it++)
     {
       cluster_i[it->first] = &(it->second);
     }
-    return true;
+    for (std::map<int, fullVector<double> >::const_iterator it = dataVec.begin();  it!= dataVec.end(); it++)
+    {
+      clusterVec_i[it->first] = &(it->second);
+    }
+    //return true;
   }
  
   unsigned seed = std::chrono::system_clock::now().time_since_epoch().count();
@@ -5658,22 +8265,22 @@ bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVect
   std::map<int,int> IdMapToClusterId;
   // initialization to nbClusters, 
   // empty cluster is avoided
-  clustersVec.clear();
   clusters.clear();
+  clustersVec.clear();
   std::map<int, fullVector<double> >::const_iterator itAssVec = dataVec.begin();
   int type = itAssVec->first;
   std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
 
   for (int i=0; i< nbClusters; i++)
   {
-    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[i];
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[i];
     for (int j=0; j< std::max(1,minElemEachCluster); j++)
     {
       type = itAssVec->first;
       std::map<int, fullMatrix<double> >::const_iterator itAss = data.find(type);
-      clusterVec_i[type] = &(itAssVec->second);
       cluster_i[type] = &(itAss->second);
+      clusterVec_i[type] = &(itAssVec->second);
       IdMapToClusterId[type] = i;
       itAssVec++;
     }
@@ -5682,10 +8289,10 @@ bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVect
   for (std::map<int, fullVector<double> >::const_iterator itVec = itAssVec;  itVec!= dataVec.end(); itVec++)
   {
     int cl  = distribution(generator);  
-    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
     std::map<int, const fullMatrix<double>* >& cluster_i = clusters[cl];
-    clusterVec_i[itVec->first] = &(itVec->second);
+    std::map<int, const fullVector<double>* >& clusterVec_i = clustersVec[cl];
     type = itVec->first;
+    clusterVec_i[type] = &(itVec->second);
     std::map<int, fullMatrix<double> >::const_iterator it = data.find(type);
     cluster_i[type] = &(it->second);
     IdMapToClusterId[type] = cl;
@@ -5699,9 +8306,8 @@ bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVect
   {
     fullVector<double>& Vecmean = Vec_clustermean[i];
     clutering_impls::meanClusterVecLong(clustersVec[i],mapPositionsWeights,Vecmean);
-    
   }
-  
+    
   //clustering
   int iter=0;
   while (true)
@@ -5731,18 +8337,18 @@ bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVect
       if (currentCluserId != newCluserId)
       {
         // remove from current cluster and add to the new one
-        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
         std::map<int, const fullMatrix<double>* >& cluster_old = clusters[currentCluserId];
-        if (clusterVec_old.size() > minElemEachCluster)
+        std::map<int, const fullVector<double>* >& clusterVec_old = clustersVec[currentCluserId];
+        if (cluster_old.size() > minElemEachCluster)
         {
           numberChange ++;
           IdMapToClusterId[type] = newCluserId;
-          clusterVec_old.erase(type);
           cluster_old.erase(type);
-          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
+          clusterVec_old.erase(type);
           std::map<int, const fullMatrix<double>* >& cluster_new = clusters[newCluserId];
-          clusterVec_new[type] = &vec;
+          std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec[newCluserId];
           cluster_new[type] = &mat;
+          clusterVec_new[type] = &vec;
         }
       }
     }
@@ -5760,16 +8366,82 @@ bool clutering_impls::kmean_cluster_FullVectorBased(const std::map<int, fullVect
       for (int i=0; i< nbClusters; i++)
       {
         fullVector<double>& Vecmean = Vec_clustermean[i];
-        clutering_impls::meanClusterVecLong(clustersVec[i], mapPositionsWeights, Vecmean);
+        clutering_impls::meanClusterVecLong(clustersVec[i],mapPositionsWeights,Vecmean);
       }
     }
   }
   
+  std::map<int, std::map<int, const fullMatrix<double>* > > clusters_new;
+  clusters_new.clear();
+  std::map<int, std::map<int, const fullVector<double>* > > clustersVec_new;
+  clustersVec_new.clear();
+  
+  //clutering_impls::printClusters(clusters);
+  
+  int nbClustersLevel1 = 4;
+  if(nbClusters==1){nbClustersLevel1=1;}
+  nbClusters *= nbClustersLevel1;
+  
+  int minElemEachClusterLevel1 = 1;
+  
+  for (std::map<int, std::map<int, const fullMatrix<double>* > >::const_iterator  itCl = clusters.begin(); itCl != clusters.end(); itCl++)
+  {
+    int clNum = itCl->first;
+    
+    const std::map<int, const fullMatrix<double>* >& dataInClPointer = itCl->second;
+    const std::map<int, const fullVector<double>* >& dataInClVecPointer = clustersVec[itCl->first];
+    
+    std::map<int, fullMatrix<double> > dataInCl;
+    std::map<int, fullVector<double> > dataInClVec;
+    
+    for (std::map<int, const fullMatrix<double>* >::const_iterator  itp = dataInClPointer.begin(); itp != dataInClPointer.end(); itp++)
+    {
+      fullMatrix<double>& mat = dataInCl[itp->first];
+      mat = *(itp->second);
+    }
+    
+    for (std::map<int, const fullVector<double>* >::const_iterator  itp = dataInClVecPointer.begin(); itp != dataInClVecPointer.end(); itp++)
+    {
+      fullVector<double>& vec = dataInClVec[itp->first];
+      vec = *(itp->second);
+    }
+    
+    std::map<int, std::map<int, const fullMatrix<double>*> > clusterInCl_pnt;
+    std::map<int, std::map<int, const fullVector<double>*> > clusterInClVec_pnt;
+    
+    bool ok = false;
+    ok= clutering_impls::kmean_cluster_FullVectorBased(dataInClVec,dataInCl,nbClustersLevel1,minElemEachClusterLevel1,maxNbIterations,mapPositionsWeights,clusterInClVec_pnt,clusterInCl_pnt);
+    
+    for (std::map<int, std::map<int, const fullMatrix<double>*> >::const_iterator  itCl = clusterInCl_pnt.begin(); itCl != clusterInCl_pnt.end(); itCl++)
+    {
+      int clNumInCluster = itCl->first;
+      std::map<int, const fullMatrix<double>*> clusterMat = itCl->second;
+      std::map<int, const fullMatrix<double>* >& clusterMat_new = clusters_new[clNum*nbClustersLevel1+clNumInCluster];
+      std::map<int, const fullVector<double>* >& clusterVec_new = clustersVec_new[clNum*nbClustersLevel1+clNumInCluster];
+      
+      for (std::map<int, const fullMatrix<double>*>::const_iterator  itgp = clusterMat.begin(); itgp != clusterMat.end(); itgp++)
+      {
+        std::map<int, fullMatrix<double> >::const_iterator itMat = data.find(itgp->first);
+        const fullMatrix<double>& mat = itMat->second;
+        clusterMat_new[itgp->first] = &mat;
+        
+        std::map<int, fullVector<double> >::const_iterator itVec = dataVec.find(itgp->first);
+        const fullVector<double>& vec = itVec->second;
+        clusterVec_new[itgp->first] = &vec;
+      }   
+    }
+  }
+  
+  clusters.clear();
+  clustersVec.clear();
+  
+  clusters = clusters_new;
+  clustersVec = clustersVec_new;
+  
   //clutering_impls::printClusters(clusters);
   return true;
 }
 
-
 void clutering_impls::vecNormalizeByOverallValue(const std::map<int, fullVector<double> >& dataVec,
                                     const std::map<int, fullVector<double> >& mapPositionsWeights,
                                     std::map<int, fullVector<double> >& dataVecNormalized)
diff --git a/NonLinearSolver/modelReduction/Clustering.h b/NonLinearSolver/modelReduction/Clustering.h
index c8d011da8d2794b7c41b51907ebbd37651ec4df4..0288a3466037e3153372782f29010be22bbeab4a 100644
--- a/NonLinearSolver/modelReduction/Clustering.h
+++ b/NonLinearSolver/modelReduction/Clustering.h
@@ -33,7 +33,10 @@ class Clustering
                  A_30, A_31, A_32, A_33, A_34, A_35,
                  A_40, A_41, A_42, A_43, A_44, A_45,
                  A_50, A_51, A_52, A_53, A_54, A_55,
-                 A_norm, ClusterIndex, PFC_0, PFC_1, PFC_2, PFC_3, PFC_4, PFC_5};
+                 A_norm, 
+                 ClusterIndex, 
+                 ClusterIndexHierarchicalGlobal,
+                 PFC_0, PFC_1, PFC_2, PFC_3, PFC_4, PFC_5};
     static std::string ToString(const int i);
   protected:
     #ifndef SWIG
@@ -58,6 +61,8 @@ class Clustering
     std::map<int, std::map<int, fullVector<double> > > _SVMPlasticVectorMap; 
     std::map<int, std::map<int, fullVector<double> > > _eigenstressEqVectorMap; 
     
+    std::map<int, std::map<int, fullVector<double> > > _localOrientationVectorMap; 
+    
     std::map<int, fullMatrix<double> > _localStiffnessTensorMap; 
    
     //for the ease of acesse
@@ -90,10 +95,25 @@ class Clustering
     // value - number of Gauss point
     std::map<int, int> _mapElementNumberOfGPs; 
     
+    
+    int _level;
+    
     // for computation of cluster interaction
     std::map<int,STensor3> _allEigenStrains;
     std::map<int,STensor3> _allEigenStresses;
     
+    std::map<int,std::map<int,STensor3>> _allEigenStrainsLevel1;
+    std::map<int,std::map<int,std::map<int,STensor3>>> _allEigenStrainsLevel2;
+    std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>> _allEigenStrainsLevel3;
+    std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>>> _allEigenStrainsLevel4;
+    std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>>>> _allEigenStrainsLevel5;
+    
+    std::map<int,std::map<int,STensor3>> _allEigenStressesLevel1;
+    std::map<int,std::map<int,std::map<int,STensor3>>> _allEigenStressesLevel2;
+    std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>> _allEigenStressesLevel3;
+    std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>>> _allEigenStressesLevel4;
+    std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,std::map<int,STensor3>>>>>> _allEigenStressesLevel5;
+    
     // for interaction computation, 0: constrain eigenstrain field, 1: constrain eigenstress field
     int _eigenField;
     
@@ -102,19 +122,41 @@ class Clustering
     // value - cluster index, note that clusters are numbered from 0, -1 means this part is not clustered
     std::map<int, int> _clusterIndex; 
     
+    std::map<int, int> _clusterIndexLevel0; 
+    std::map<int, int> _clusterIndexHierarchicalGlobal;
+    std::map<int, std::vector<int>> _clusterIndexHierarchical;
+    
     // key - element number and GP number using numericalMaterialBase::createTypeWithTwoInts(eleNum, gpNum) to make unique number
     // value - vector including the pfc values
     std::map<int, fullVector<double>> _clusterPFC;
     
     //total number of cluster over all domain
     int _totalNumberOfClusters;
+    
+    int _totalNumberOfClustersHierarchicalGlobal;
+    
+    std::map<int, int> _numberOfClustersLevel1;
   
     // map of cluster index - material law number 
     std::map<int, int> _clusterMaterialMap; 
     
+    std::map<int, int> _clusterMaterialMapLevel0;
+    std::map<int, std::map<int, int>> _clusterMaterialMapLevel1; 
+    std::map<int, std::map<int, std::map<int, int>>> _clusterMaterialMapLevel2; 
+    std::map<int, std::map<int, std::map<int, std::map<int, int>>>> _clusterMaterialMapLevel3; 
+    std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, int>>>>> _clusterMaterialMapLevel4; 
+    std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, int>>>>>> _clusterMaterialMapLevel5; 
+    
     // map of cluster index - total value in this cluster
     std::map<int, double> _clusterVolumeMap; 
     
+    std::map<int, double> _clusterVolumeMapLevel0; 
+    std::map<int, std::map<int, double>> _clusterVolumeMapLevel1;
+    std::map<int, std::map<int, std::map<int, double>>> _clusterVolumeMapLevel2; 
+    std::map<int, std::map<int, std::map<int, std::map<int, double>>>> _clusterVolumeMapLevel3; 
+    std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, double>>>>> _clusterVolumeMapLevel4; 
+    std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, std::map<int, double>>>>>> _clusterVolumeMapLevel5; 
+    
     // map of cluster index - spatial position of this cluster
     std::map<int, fullVector<double>> _clusterPositionMap; 
     
@@ -126,6 +168,8 @@ class Clustering
     std::map<int, STensor43> _clusterSTDTensorMap;   
     std::map<int, double> _clusterSTDMap;
     std::map<int, double> _clusterNormMap;
+    
+    std::map<int, std::map<int, STensor43>> _clusterAverageStrainConcentrationTensorMapLevel1;
       
     // map of cluster index - plastic measures (arithmetic mean plasticEq, geometric mean plasticEq, harmonic mean plasticEq, std plasticEq)
     std::map<int, fullVector<double>> _clusterAveragePlasticStrainConcentrationVectorMap;
@@ -140,6 +184,8 @@ class Clustering
     // map of cluster index pair - interaction tensor
     std::map<std::pair<int,int>, STensor43> _clusterInteractionTensorMap;
 
+    std::map<int, std::map<std::pair<int,int>, STensor43> > _clusterInteractionTensorMapLevel1;
+
     std::map<std::pair<int,int>, STensor43> _clusterEshelbyInteractionTensorMap; 
     
     std::map<std::pair<int,int>, STensor43> _clusterInteractionTensorMatrixFrameELMap; 
@@ -155,6 +201,10 @@ class Clustering
     // value -number of clusters in this material law
     std::map<int, int> _numberOfClustersPerLaw;
     
+    
+    int _numberOfLevels;
+    std::map<int, std::vector<int>> _numberOfClustersPerLevelPerLaw;
+    
     // to compute DClusterAverageStrainConcentrationTensor DG 
     // key - number of law will be perturbated
     // value - perturbatuion law
@@ -166,7 +216,9 @@ class Clustering
   public:
     Clustering();
     // solve strain concentrartion tensor at gauss points and save to file
-    void solveStrainConcentration(nonLinearMechSolver& solver, int homStiffnessFromLocal=0, 
+    void solveStrainConcentration(nonLinearMechSolver& solver,
+                                  int computeHomStiffness = 0, int homStiffnessFromLocal=0, 
+                                  int getLocalOrientation = 0,
                                   bool saveToFile=true, const std::string strainConcentrationFileName = "strainConcentrationData.csv", 
                                   bool saveLocalOrientationDataToFile=true, const std::string localOrientationFileName = "orientationData.csv");
     void solveStrainConcentrationInelastic(nonLinearMechSolver& solverInelastic,bool saveToFile=true, 
@@ -192,6 +244,9 @@ class Clustering
     // computeClusters can be used multiple times for clustering
     void setNumberOfClustersForMaterial(int matNum, int nbCluster);
     
+    void setNumberOfLevels(int nbLevels=1);
+    void setNumberOfClustersForMaterialHierarchical(int matNum, int nbClusterLevel0=1, int nbClusterLevel1=0, int nbClusterLevel2=0, int nbClusterLevel3=0, int nbClusterLevel4=0);
+    
     bool computeClustersElasticity(int minNumberElementEachCluster, int maxNbIterations=10000,
                                  bool saveToFile=true, const std::string clusterFileName = "ClusterData.csv", 
                                  bool saveSummaryFile=true, const std::string summaryFileName = "ClusterDataSummary.csv", 
@@ -201,6 +256,11 @@ class Clustering
                                  bool saveClusterMeanFiberOrientationFile=true, const std::string saveClusterMeanFiberOrientationFileName = "ClusterMeanFiberOrientation.csv"
                                  );
                                  
+    bool computeClustersElasticityHierarchical(int minNumberElementEachCluster, int maxNbIterations=10000,
+                                                      bool saveToFile=true, const std::string clusterFileName = "ClusterDataHierarchical.csv", 
+                                                      bool saveSummaryFile=true, const std::string summaryFileName = "ClusterDataSummaryHierarchical.csv"
+                                                      );
+                                 
     bool computeClustersPlasticity(int minNumberElementEachCluster, int maxNbIterations=10000,
                                  bool saveToFile=true, const std::string clusterFileName = "ClusterData.csv", 
                                  bool saveSummaryFile=true, const std::string summaryFileName = "ClusterDataSummary.csv", 
@@ -211,6 +271,17 @@ class Clustering
                                  bool saveClusterPositionFile = true, const std::string saveClusterPositionFileName = "ClusterPosition.csv",
                                  bool saveClusterMeanFiberOrientationFile=true, const std::string saveClusterMeanFiberOrientationFileName = "ClusterMeanFiberOrientation.csv"
                                  );
+                                 
+    bool computeClustersLocalOrientation(int minNumberElementEachCluster, int maxNbIterations=10000,
+                                         bool saveToFile=true, const std::string clusterFileName = "ClusterData.csv", 
+                                         bool saveSummaryFile=true, const std::string summaryFileName = "ClusterDataSummary.csv",
+                                         bool saveClusterMeanFiberOrientationFile=true, const std::string saveClusterMeanFiberOrientationFileName = "ClusterMeanFiberOrientation.csv"
+                                        );
+                                 
+    bool computeClustersPlasticityHierarchical(int minNumberElementEachCluster, int maxNbIterations=10000,
+                                                      bool saveToFile=true, const std::string clusterFileName = "ClusterDataHierarchical.csv", 
+                                                      bool saveSummaryFile=true, const std::string summaryFileName = "ClusterDataSummaryHierarchical.csv"
+                                                      );
     //
     bool clusteringByMeshPartition(nonLinearMechSolver& solver, int nbClusters, bool onlyLawsWithDissipation, bool saveToFile=true, const std::string clusterFileName = "ClusterData.csv");
 
@@ -229,7 +300,13 @@ class Clustering
                                   int eigenField=0,
                                   bool saveToFile=true, 
                                   const std::string saveFileName = "InteractionTensorData.csv");
-
+                                  
+    void computeInteractionTensorsHierarchical(nonLinearMechSolver& solver,
+                                              materialLaw* clusterLaw,
+                                              int eigenField=0,
+                                              int eigenFieldLevel1=0,
+                                              bool saveToFile=true, 
+                                              const std::string saveFileName = "InteractionTensorDataHierarchical.csv");
 
     void computeEshelbyInteractionTensor(nonLinearMechSolver& solver,
                                   materialLaw* clusterLaw,
@@ -263,11 +340,17 @@ class Clustering
     void loadInteractionTensorIsoFromFile(const std::string filename);
     
     void loadClusterFiberOrientationFromFile(const std::string fileNameOri);
+        
+    void loadClusterSummaryLevel1FromFile(const std::string filename);
+    void loadInteractionTensorsLevel1FromFile(const std::string filename);
+    
     
     #ifndef SWIG
     ~Clustering(){}
     void computeAverageStrainCluster(const IPField* ipf , const std::set<int>& cluster, STensor3& Fhomo) const;
     void computeInteractionTensorForCluster(nonLinearMechSolver& solver, int clusterI, std::map<std::pair<int,int>, fullMatrix<double> >& DJI);
+    
+    void computeInteractionTensorForClusterLevel1(nonLinearMechSolver& solver, int clusterLv0, int clusterLv1, std::map<int, std::map<std::pair<int,int>, fullMatrix<double> > >& DJI);
 
     void computeEshelbyInteractionTensorForCluster(nonLinearMechSolver& solver, int clusterI, std::map<std::pair<int,int>, fullMatrix<double> >& DJIEshelby);
 
@@ -278,12 +361,20 @@ class Clustering
     void strainForInelasticLoadingCasesPath(int dim, double fact, std::map<int, std::map<int,piecewiseScalarFunction>>& modes) const;
     const fullMatrix<double>& getStrainConcentrationTensor(int ele, int gp) const;
     int getClusterIndex(int ele, int gp) const;
+    int getClusterIndexHierarchicalGlobal(int ele, int gp) const;
+    std::vector<int> getClusterIndicesHierarchical(int ele, int gp) const;
     int getMaterialLawNumberIncluster(int cluster) const;
     int getTotalNumberOfClusters() const {return _totalNumberOfClusters;};
-    void getAllClusterIndexes(std::vector<int>& allIndexes) const;
+    int getNumberOfLevels() const {return _numberOfLevels;};
+    int getNumberOfSubClusters(std::vector<int> clIDsUpper) const;
+    void getAllClusterIndices(std::vector<int>& allIndices) const;
+    void getAllClusterIndicesLevel1(std::map<int,std::vector<int>>& allIndices) const;
     const std::map<int,int>& getMapElementNumberOfGPs() const {return _mapElementNumberOfGPs;}
     int getNbOfGPsOnElement(const int ele) const;
     void getCluster(int i, std::set<int>& cluster) const; // return a set of all ele+GP belonging to cluster i    
+    
+    void getClusterLevel1(int i0, int i1, std::set<int>& cluster) const; // return a set of all ele+GP belonging to cluster i    
+    
     const STensor3& getEigenStrain(int GPIndex, bool homogeneous) const;
     const STensor3& getEigenStress(int GPIndex, bool homogeneous) const;
     void unity_Voigt(fullMatrix<double>& mat) const;
@@ -292,10 +383,19 @@ class Clustering
 
     // get data for reduction analyses
     const std::map<int,int>& getClusterMaterialMap() const{return _clusterMaterialMap;};
+    
+    const std::map<int,std::map<int,int>>& getClusterMaterialMapLevel1() const{return _clusterMaterialMapLevel1;};
 
     const std::map<int,double>& getClusterVolumeMap() const {return _clusterVolumeMap;};
     
+    const std::map<int,double>& getClusterVolumeMapLevel0() const {return _clusterVolumeMapLevel0;};
+    const std::map<int, std::map<int, double>>& getClusterVolumeMapLevel1() const {return _clusterVolumeMapLevel1;};
+    
     const std::map<int,STensor43>& getClusterAverageStrainConcentrationTensorMap() const {return _clusterAverageStrainConcentrationTensorMap;};
+    
+    const std::map<int,std::map<int,STensor43>>& getClusterAverageStrainConcentrationTensorMapLevel1() const {return _clusterAverageStrainConcentrationTensorMapLevel1;};
+    
+    
     const std::map<int,STensor43>& getClusterSTDTensorMap() const {return _clusterSTDTensorMap;};
     const std::map<int,double>& getClusterSTDMap() const {return _clusterSTDMap;};
     const std::map<int,double>& getClusterNormMap() const {return _clusterNormMap;};
@@ -307,6 +407,9 @@ class Clustering
     const std::map<int,fullVector<double>>& getClusterPlasticEqSTDVectorMap() const {return _clusterPlEqSTDVectorMap;};
 
     const std::map<std::pair<int,int>,STensor43>& getClusterInteractionTensorMap() const {return _clusterInteractionTensorMap;};
+    
+    const std::map<int, std::map<std::pair<int,int>, STensor43>>& getClusterInteractionTensorMapLevel1() const {return _clusterInteractionTensorMapLevel1;};
+    
     const std::map<std::pair<int,int>,STensor43>& getClusterEshelbyInteractionTensorMap() const {return _clusterEshelbyInteractionTensorMap;};
     const std::map<std::pair<int,int>,STensor43>& getClusterInteractionTensorMatrixFrameELMap() const {return _clusterInteractionTensorMatrixFrameELMap;};
     const std::map<std::pair<int,int>,STensor43>& getClusterInteractionTensorHomogenizedFrameELMap() const {return _clusterInteractionTensorHomogenizedFrameELMap;};
@@ -342,6 +445,8 @@ namespace clutering_impls
   double getDiffShearNormVecLong(const fullVector<double>&a, const fullVector<double>&b);
   double getDiffNormVecPowerLong(const fullVector<double>&a, const fullVector<double>&b);
   
+  double getDiffNormOrientationBased(const fullVector<double>&a, const fullVector<double>&b);
+  
   bool kmean_cluster(const std::map<int, fullMatrix<double> >& data, const int nbClusters,  const int minElemEachCluster,
                      const int maxNbIterations,
                      const std::map<int, fullVector<double> >& mapPositionsWeights,
@@ -355,6 +460,53 @@ namespace clutering_impls
                                      const std::map<int, fullVector<double> >& mapPositionsWeights,
                                      std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
                                      std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
+                                     
+  bool kmean_cluster_orientationBased(const std::map<int, fullVector<double> >& dataVecOri,
+                                     const std::map<int, fullMatrix<double> >& data, 
+                                     const int nbClusters,  
+                                     const int minElemEachCluster,
+                                     const int maxNbIterations,
+                                     const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                     std::map<int, std::map<int, const fullVector<double>* > >& clustersOri,
+                                     std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
+                                     
+  bool kmean_cluster_hierarchical_orientation_fullVectorBased(const std::map<int, fullVector<double> >& dataOri,
+                                                              const std::map<int, fullVector<double> >& dataVec,
+                                                              const std::map<int, fullMatrix<double> >& data, 
+                                                              int& nbClusters,  
+                                                              const int minElemEachCluster,
+                                                              const int maxNbIterations,
+                                                              const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                              std::map<int, std::map<int, const fullVector<double>* > >& clustersOri,
+                                                              std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                              std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
+                                                              
+  bool kmean_cluster_hierarchical_fullMatrix_fullVectorBased(const std::map<int, fullVector<double> >& dataVec,
+                                                             const std::map<int, fullMatrix<double> >& data, 
+                                                             int& nbClusters,  
+                                                             const int minElemEachCluster,
+                                                             const int maxNbIterations,
+                                                             const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                             std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                             std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
+                                                             
+  bool kmean_cluster_hierarchical_fullVector_fullMatrixBased(const std::map<int, fullVector<double> >& dataVec,
+                                                             const std::map<int, fullMatrix<double> >& data, 
+                                                             int& nbClusters,  
+                                                             const int minElemEachCluster,
+                                                             const int maxNbIterations,
+                                                             const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                             std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                             std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
+                                                             
+  bool kmean_cluster_hierarchical_fullVectorBased(const std::map<int, fullVector<double> >& dataVec,
+                                                  const std::map<int, fullMatrix<double> >& data, 
+                                                  int& nbClusters,  
+                                                  const int minElemEachCluster,
+                                                  const int maxNbIterations,
+                                                  const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                                  std::map<int, std::map<int, const fullVector<double>* > >& clustersVec,
+                                                  std::map<int, std::map<int, const fullMatrix<double>* > >& clusters);
 
   double meanCluster(const std::map<int, const fullMatrix<double>* >& cluster, 
                      const std::map<int, fullVector<double> >& mapPositionsWeights,
@@ -386,6 +538,10 @@ namespace clutering_impls
                                    const std::map<int, fullVector<double> >& mapPositionsWeights,
                                    const std::map<int, fullVector<double> >& mapLocalFiberOrientations,
                                    double& E1_mean, double& E2_mean, double& E3_mean);
+                                   
+  void meanClusterFiberOrientation(const std::map<int, const fullVector<double>* >& cluster, 
+                                   const std::map<int, fullVector<double> >& mapPositionsWeights,
+                                   fullVector<double>& mean);
                         
   void meanGeometricClusterVec(const std::map<int, const fullVector<double>* >& cluster, 
                                const std::map<int, fullVector<double> >& mapPositionsWeights,
@@ -417,6 +573,8 @@ namespace clutering_impls
   int getNearestClusterId(const std::map<int, fullMatrix<double> >& clusterMean, const fullMatrix<double>& pt);
   int getNearestClusterIdVec(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt);
   int getNearestClusterIdVecLong(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt);
+  
+  int getNearestClusterIdOrientationBased(const std::map<int, fullVector<double> >& clusterMean, const fullVector<double>& pt);
 
   void Tensor43STDScalarCluster(const std::map<int, const fullMatrix<double>* >& cluster, 
                        const std::map<int, fullVector<double> >& mapPositionsWeights,
diff --git a/NonLinearSolver/modelReduction/ClusteringData.h b/NonLinearSolver/modelReduction/ClusteringData.h
index 9f1bb6588edd09f633bd6003b576cf304679d407..1730932c89ea9edf086fd3fa8f0c820c52d419e2 100644
--- a/NonLinearSolver/modelReduction/ClusteringData.h
+++ b/NonLinearSolver/modelReduction/ClusteringData.h
@@ -16,9 +16,9 @@
 #include "ipField.h"
 #include "STensorOperations.h"
 
-class ClusteringData
+class GenericClusteringData
 {
-  protected:
+  public:
     int clustersNb; //total number of clusters
     std::vector<int> allClusterIndexes;
     std::vector<double> allClusterVolumes;
@@ -27,74 +27,48 @@ class ClusteringData
     std::map<int, STensor3> allStresses; // local stress in cluster
     std::map<int, STensor43> allTangents; // local tangent in cluster
     std::map<int, STensor3> allEigenStrains; // eigenstrains used in reduction formulation
-    std::map<int, STensor3> allEigenStresses;
     std::map<int, STensor43> alldEigenStrainsdStrains; // derivarives of eigenstrains
-    std::map<int, STensor43> alldEigenStressesdStrains; // derivarives of eigenstresses
     std::map<int, STensor43> alldEigenStrainFramedStrainsCluster; // derivarives of eigenstrains
     std::map<int, STensor43> allSecants;
-    //std::map<int, STensor43> allTangentCompliances;
     
     STensor3 macroStrain;
     STensor3 macroStress;
     STensor3 macroEigenStrain;
-    STensor3 macroEigenStress;
-    STensor3 macroResidualStrain;
-    STensor3 macroResidualStress;
-    STensor3 macroStressRef;
-    STensor3 macroStrainAtRefStress;
     
     STensor43 macroTangent;
     
+    STensor43 macroElasticTangent;
+    
     STensor3 strainFrame;
     STensor3 eigenStrainFrame;
-    STensor3 eigenStressFrame;
-    STensor43 elasticComplianceFrame;
     
     STensor43 stiffnessIso;
     double secantShearModulus;
     double tangentShearModulus;
     STensor43 stiffnessIsoInv;
 
-    STensor43 eigenStiffness;
     STensor43 stiffnessAniso;
     STensor43 stiffnessAnisoInv;
     
     STensor43 dEigenStraindStrainFrame;
-    STensor43 dEigenStressdStrainFrame;
-    
-    std::map<int, STensor3> allPolarizationStrains;
-    std::map<int, STensor3> allPolarizationStresses;
-    
-    std::map<int, STensor3> allResidualStrains; // local residual strain in cluster
-    std::map<int, STensor43> alldResidualStrainsdStrains; // local residual strain in cluster
-    
-    std::map<int, STensor3> allResidualStresses; // local residual stress in cluster
-    std::map<int, STensor43> alldResidualStressesdStrains; // derivarives of residual stresses
-    
-    std::map<int, STensor3> allReloadStresses;
-    std::map<int, STensor3> allReloadStrains;
-    
-    std::map<int, STensor3> allEffectiveStrains;
-    std::map<int, STensor3> allEffectiveStresses;  // eigenstress applied on the subvolume: eigenstress in the surrounding medium around the subvolume
     
     double elasticShearModulus;
-    STensor3 deformationDirection;
     
-  public:
-    ClusteringData(const std::vector<int>& allCl, const std::vector<double>& allVf): clustersNb(allCl.size()), 
-          allClusterIndexes(allCl), allClusterVolumes(allVf), macroStrain(0.),macroStress(0.),macroEigenStrain(0.),macroEigenStress(0.),macroResidualStrain(0.),macroResidualStress(0.),
-          strainFrame(0.), eigenStrainFrame(0.), eigenStressFrame(0.), elasticComplianceFrame(0.), dEigenStraindStrainFrame(0.), dEigenStressdStrainFrame(0.),
+    std::vector<int> upperClusterIDs;
+    
+    GenericClusteringData(const std::vector<int>& allCl, const std::vector<double>& allVf): clustersNb(allCl.size()), 
+          allClusterIndexes(allCl), allClusterVolumes(allVf),
+          macroStrain(0.),macroStress(0.),macroEigenStrain(0.),
+          strainFrame(0.), eigenStrainFrame(0.), dEigenStraindStrainFrame(0.),
           stiffnessIso(0.),
           stiffnessIsoInv(0.),
-          eigenStiffness(0.),
           stiffnessAniso(0.),
           stiffnessAnisoInv(0.),
           secantShearModulus(0.),
           tangentShearModulus(0.),
           elasticShearModulus(0.),
-          macroStressRef(0.),macroStrainAtRefStress(0.),
-          deformationDirection(0.),
-          macroTangent(0.)
+          macroTangent(0.),
+          macroElasticTangent(0.)
     {
       for (int i=0; i< clustersNb; i++)
       {
@@ -103,57 +77,30 @@ class ClusteringData
         allStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
         allTangents.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
         allEigenStrains.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allEigenStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allPolarizationStrains.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allPolarizationStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
         alldEigenStrainsdStrains.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
-        alldEigenStressesdStrains.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
         alldEigenStrainFramedStrainsCluster.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
         allSecants.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
-        allResidualStrains.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        alldResidualStrainsdStrains.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
-        allResidualStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        alldResidualStressesdStrains.insert(std::pair<int,STensor43>(allClusterIndexes[i],STensor43(0.)));
-        allEffectiveStrains.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allEffectiveStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allReloadStresses.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
-        allReloadStrains.insert(std::pair<int,STensor3>(allClusterIndexes[i],STensor3(0.)));
       }
     }
-    ClusteringData(const ClusteringData& src):clustersNb(src.clustersNb), allClusterIndexes(src.allClusterIndexes), allClusterVolumes(src.allClusterVolumes),
+    GenericClusteringData(const GenericClusteringData& src):clustersNb(src.clustersNb), allClusterIndexes(src.allClusterIndexes), allClusterVolumes(src.allClusterVolumes),
                                               allStrains(src.allStrains),allStresses(src.allStresses), allTangents(src.allTangents),
-                                              allEigenStrains(src.allEigenStrains), allEigenStresses(src.allEigenStresses), 
-                                              allPolarizationStrains(src.allPolarizationStrains), allPolarizationStresses(src.allPolarizationStresses),
+                                              allEigenStrains(src.allEigenStrains),
                                               alldEigenStrainsdStrains(src.alldEigenStrainsdStrains),
-                                              alldEigenStressesdStrains(src.alldEigenStressesdStrains),
-                                              macroStrain(src.macroStrain), macroStress(src.macroStress), macroEigenStrain(src.macroEigenStrain), macroEigenStress(src.macroEigenStress),
-                                              macroResidualStrain(src.macroResidualStrain), macroResidualStress(src.macroResidualStress),
+                                              macroStrain(src.macroStrain), macroStress(src.macroStress), macroEigenStrain(src.macroEigenStrain),
                                               alldEigenStrainFramedStrainsCluster(src.alldEigenStrainFramedStrainsCluster),
                                               allSecants(src.allSecants),
-                                              strainFrame(src.strainFrame),eigenStrainFrame(src.eigenStrainFrame), eigenStressFrame(src.eigenStressFrame),
-                                              elasticComplianceFrame(src.elasticComplianceFrame),
+                                              strainFrame(src.strainFrame),eigenStrainFrame(src.eigenStrainFrame),
                                               dEigenStraindStrainFrame(src.dEigenStraindStrainFrame),
-                                              dEigenStressdStrainFrame(src.dEigenStressdStrainFrame),
-                                              allResidualStrains(src.allResidualStrains),
-                                              alldResidualStrainsdStrains(src.alldResidualStrainsdStrains),
-                                              allResidualStresses(src.allResidualStresses),
-                                              alldResidualStressesdStrains(src.alldResidualStressesdStrains),
-                                              allEffectiveStrains(src.allEffectiveStrains),
-                                              allEffectiveStresses(src.allEffectiveStresses),
                                               stiffnessIso(src.stiffnessIso),
                                               stiffnessIsoInv(src.stiffnessIsoInv),
-                                              eigenStiffness(src.eigenStiffness),
                                               stiffnessAniso(src.stiffnessAniso),
                                               stiffnessAnisoInv(src.stiffnessAnisoInv),
                                               secantShearModulus(src.secantShearModulus),
                                               tangentShearModulus(src.tangentShearModulus),
                                               elasticShearModulus(src.elasticShearModulus),
-                                              macroStressRef(src.macroStressRef),
-                                              macroStrainAtRefStress(src.macroStrainAtRefStress),
-                                              deformationDirection(src.deformationDirection),
-                                              allReloadStresses(src.allReloadStresses),
-                                              allReloadStrains(src.allReloadStrains),
-                                              macroTangent(src.macroTangent)
+                                              macroTangent(src.macroTangent),
+                                              macroElasticTangent(src.macroElasticTangent),
+                                              upperClusterIDs(src.upperClusterIDs)
     {
       allIpvs.clear();
       for (std::map<int, IPVariable*>::const_iterator it = src.allIpvs.begin(); it!=src.allIpvs.end(); it++)
@@ -168,7 +115,7 @@ class ClusteringData
         }
       }
     }
-    ClusteringData& operator=(const ClusteringData& src)
+    GenericClusteringData& operator=(const GenericClusteringData& src)
     {
       bool compatible = true;
       if (clustersNb != src.clustersNb)
@@ -199,27 +146,19 @@ class ClusteringData
         macroStrain = src.macroStrain;
         macroStress = src.macroStress;
         macroEigenStrain = src.macroEigenStrain;
-        macroEigenStress = src.macroEigenStress;
-        macroResidualStrain = src.macroResidualStrain;
-        macroResidualStress = src.macroResidualStress;
         strainFrame = src.strainFrame;
         eigenStrainFrame = src.eigenStrainFrame;
-        eigenStressFrame = src.eigenStressFrame;
-        elasticComplianceFrame = src.elasticComplianceFrame;
         dEigenStraindStrainFrame = src.dEigenStraindStrainFrame;
-        dEigenStressdStrainFrame = src.dEigenStressdStrainFrame;
         stiffnessIso = src.stiffnessIso;
         stiffnessIsoInv = src.stiffnessIsoInv;
-        eigenStiffness = src.eigenStiffness;
         stiffnessAniso = src.stiffnessAniso;
         stiffnessAnisoInv = src.stiffnessAnisoInv;
         secantShearModulus = src.secantShearModulus;
         tangentShearModulus = src.tangentShearModulus;
         elasticShearModulus = src.elasticShearModulus;
-        macroStressRef = src.macroStressRef;
-        macroStrainAtRefStress = src.macroStrainAtRefStress;
-        deformationDirection = src.deformationDirection;
         macroTangent = src.macroTangent;
+        macroElasticTangent = src.macroElasticTangent;
+        upperClusterIDs = src.upperClusterIDs;
         for (int i=0; i< clustersNb; i++)
         {
           const IPVariable* ipvsrc = (src.allIpvs.find(allClusterIndexes[i]))->second;
@@ -227,21 +166,9 @@ class ClusteringData
           const STensor3& stressSrc = (src.allStresses.find(allClusterIndexes[i]))->second;
           const STensor43& tangentSrc = (src.allTangents.find(allClusterIndexes[i]))->second;
           const STensor3& eigenStrainSrc = (src.allEigenStrains.find(allClusterIndexes[i]))->second;
-          const STensor3& eigenStressSrc = (src.allEigenStresses.find(allClusterIndexes[i]))->second;
-          const STensor3& polarizationStrainSrc = (src.allPolarizationStrains.find(allClusterIndexes[i]))->second;
-          const STensor3& polarizationStressSrc = (src.allPolarizationStresses.find(allClusterIndexes[i]))->second;
           const STensor43& deigenStrainSrc = (src.alldEigenStrainsdStrains.find(allClusterIndexes[i]))->second;
-          const STensor43& deigenStressSrc = (src.alldEigenStressesdStrains.find(allClusterIndexes[i]))->second;
           const STensor43& deigenStrainFramedStrainsClusterSrc = (src.alldEigenStrainFramedStrainsCluster.find(allClusterIndexes[i]))->second;
           const STensor43& secantSrc = (src.allSecants.find(allClusterIndexes[i]))->second;
-          const STensor3& residualStrainSrc = (src.allResidualStrains.find(allClusterIndexes[i]))->second;
-          const STensor43& dresidualStrainSrc = (src.alldResidualStrainsdStrains.find(allClusterIndexes[i]))->second;
-          const STensor3& residualStressSrc = (src.allResidualStresses.find(allClusterIndexes[i]))->second;
-          const STensor43& dresidualStressSrc = (src.alldResidualStressesdStrains.find(allClusterIndexes[i]))->second;
-          const STensor3& appliedEigenStrainSrc = (src.allEffectiveStrains.find(allClusterIndexes[i]))->second;
-          const STensor3& appliedEigenStressSrc = (src.allEffectiveStresses.find(allClusterIndexes[i]))->second;
-          const STensor3& reloadStressSrc = (src.allReloadStresses.find(allClusterIndexes[i]))->second;
-          const STensor3& reloadStrainSrc = (src.allReloadStrains.find(allClusterIndexes[i]))->second;
           
           if (ipvsrc!=NULL)
           {
@@ -266,26 +193,19 @@ class ClusteringData
           allStresses[allClusterIndexes[i]] = stressSrc;
           allTangents[allClusterIndexes[i]] = tangentSrc;
           allEigenStrains[allClusterIndexes[i]] = eigenStrainSrc;
-          allEigenStresses[allClusterIndexes[i]] = eigenStressSrc;
-          allPolarizationStrains[allClusterIndexes[i]] = polarizationStrainSrc;
-          allPolarizationStresses[allClusterIndexes[i]] = polarizationStressSrc;
           alldEigenStrainsdStrains[allClusterIndexes[i]] = deigenStrainSrc;
-          alldEigenStressesdStrains[allClusterIndexes[i]] = deigenStressSrc;
           alldEigenStrainFramedStrainsCluster[allClusterIndexes[i]] = deigenStrainFramedStrainsClusterSrc;
           allSecants[allClusterIndexes[i]] = secantSrc;
-          allResidualStrains[allClusterIndexes[i]] = residualStrainSrc;
-          alldResidualStrainsdStrains[allClusterIndexes[i]] = dresidualStrainSrc;
-          allResidualStresses[allClusterIndexes[i]] = residualStressSrc;
-          alldResidualStressesdStrains[allClusterIndexes[i]] = dresidualStressSrc;
-          allEffectiveStrains[allClusterIndexes[i]] = appliedEigenStrainSrc;
-          allEffectiveStresses[allClusterIndexes[i]] = appliedEigenStressSrc;
-          allReloadStresses[allClusterIndexes[i]] = reloadStressSrc;
-          allReloadStrains[allClusterIndexes[i]] = reloadStrainSrc;
         }
       }
       return *this;
     };
     
+    GenericClusteringData(const std::map<int,std::vector<int>>& allClLv1, const std::map<int,std::vector<double>>& allVfLv1)
+    {
+    
+    }
+    
     virtual void computeHomogenizedStrain(STensor3& eps) const
     {
       STensorOperation::zero(eps);
@@ -310,7 +230,6 @@ class ClusteringData
         double vf = allClusterVolumes[icl];
         vToltal += vf;
         const STensor3& sigCl = getConstRefToStress(allClusterIndexes[icl]);
-        //sigCl.print("PPPPPCL");
         sig.daxpy(sigCl, vf);
       }
       sig *= (1./vToltal);
@@ -331,7 +250,7 @@ class ClusteringData
       return val/vToltal;
     };
     
-    void restart()
+    virtual void restart()
     {
       restartManager::restart(clustersNb);
       restartManager::restart(allClusterIndexes); 
@@ -343,46 +262,26 @@ class ClusteringData
       restartManager::restart(macroStrain);
       restartManager::restart(macroStress);
       restartManager::restart(macroEigenStrain);
-      restartManager::restart(macroEigenStress);
-      restartManager::restart(macroResidualStrain);
-      restartManager::restart(macroResidualStress);
       restartManager::restart(allStrains);
       restartManager::restart(allStresses);
       restartManager::restart(allTangents);
       restartManager::restart(allEigenStrains);
-      restartManager::restart(allEigenStresses);
-      restartManager::restart(allPolarizationStrains);
-      restartManager::restart(allPolarizationStresses);
       restartManager::restart(alldEigenStrainsdStrains);
-      restartManager::restart(alldEigenStressesdStrains);
       restartManager::restart(alldEigenStrainFramedStrainsCluster);
       restartManager::restart(allSecants);
       restartManager::restart(strainFrame);
       restartManager::restart(eigenStrainFrame);
-      restartManager::restart(eigenStressFrame);
-      restartManager::restart(elasticComplianceFrame);
       restartManager::restart(dEigenStraindStrainFrame);
-      restartManager::restart(dEigenStressdStrainFrame);
-      restartManager::restart(allResidualStrains);
-      restartManager::restart(alldResidualStrainsdStrains);
-      restartManager::restart(allResidualStresses);
-      restartManager::restart(alldResidualStressesdStrains);
-      restartManager::restart(allEffectiveStrains);
-      restartManager::restart(allEffectiveStresses);
       restartManager::restart(stiffnessIso);
       restartManager::restart(stiffnessIsoInv);
-      restartManager::restart(eigenStiffness);
       restartManager::restart(stiffnessAniso);
       restartManager::restart(stiffnessAnisoInv);
       restartManager::restart(secantShearModulus);
       restartManager::restart(tangentShearModulus);
       restartManager::restart(elasticShearModulus);
-      restartManager::restart(macroStressRef);
-      restartManager::restart(macroStrainAtRefStress);
-      restartManager::restart(deformationDirection);
-      restartManager::restart(allReloadStresses);
-      restartManager::restart(allReloadStrains);
       restartManager::restart(macroTangent);
+      restartManager::restart(macroElasticTangent);
+      restartManager::restart(upperClusterIDs);
     };
     
     virtual int getClustersNb() const {return clustersNb;};
@@ -396,45 +295,27 @@ class ClusteringData
     virtual const STensor43& getConstRefToMacroTangent() const {return macroTangent;};
     virtual STensor43& getRefToMacroTangent() {return macroTangent;};
     
+    virtual const STensor43& getConstRefToMacroElasticTangent() const {return macroElasticTangent;};
+    virtual STensor43& getRefToMacroElasticTangent() {return macroElasticTangent;};
+    
     virtual const STensor3& getConstRefToMacroEigenStrain() const {return macroEigenStrain;};
     virtual STensor3& getRefToMacroEigenStrain() {return macroEigenStrain;};
     
-    virtual const STensor3& getConstRefToMacroEigenStress() const {return macroEigenStress;};
-    virtual STensor3& getRefToMacroEigenStress() {return macroEigenStress;};
-    
-    virtual const STensor3& getConstRefToMacroResidualStrain() const {return macroResidualStrain;};
-    virtual STensor3& getRefToMacroResidualStrain() {return macroResidualStrain;};
-    
-    virtual const STensor3& getConstRefToMacroResidualStress() const {return macroResidualStress;};
-    virtual STensor3& getRefToMacroResidualStress() {return macroResidualStress;};
-    
     virtual const STensor3& getConstRefToFrameStrain() const {return strainFrame;};
     virtual STensor3& getRefToFrameStrain() {return strainFrame;};
     
     virtual const STensor3& getConstRefToFrameEigenStrain() const {return eigenStrainFrame;};
     virtual STensor3& getRefToFrameEigenStrain() {return eigenStrainFrame;};
     
-    virtual const STensor3& getConstRefToFrameEigenStress() const {return eigenStressFrame;};
-    virtual STensor3& getRefToFrameEigenStress() {return eigenStressFrame;};
-    
-    virtual const STensor43& getConstRefToFrameElasticCompliance() const {return elasticComplianceFrame;};
-    virtual STensor43& getRefToFrameElasticCompliance() {return elasticComplianceFrame;};
-    
     virtual const STensor43& getConstRefToFramedEigenStraindStrain() const {return dEigenStraindStrainFrame;};
     virtual STensor43& getRefToFramedEigenStraindStrain() {return dEigenStraindStrainFrame;};
     
-    virtual const STensor43& getConstRefToFramedEigenStressdStrain() const {return dEigenStressdStrainFrame;};
-    virtual STensor43& getRefToFramedEigenStressdStrain() {return dEigenStressdStrainFrame;};
-    
     virtual const STensor43& getConstRefToIsotropicStiffness() const {return stiffnessIso;};
     virtual STensor43& getRefToIsotropicStiffness() {return stiffnessIso;};
     
     virtual const STensor43& getConstRefToIsotropicStiffnessInverted() const {return stiffnessIsoInv;};
     virtual STensor43& getRefToIsotropicStiffnessInverted() {return stiffnessIsoInv;};
     
-    virtual const STensor43& getConstRefToEigenStiffness() const {return eigenStiffness;};
-    virtual STensor43& getRefToEigenStiffness() {return eigenStiffness;};
-    
     virtual const STensor43& getConstRefToAnisotropicStiffness() const {return stiffnessAniso;};
     virtual STensor43& getRefToAnisotropicStiffness() {return stiffnessAniso;};
     
@@ -450,16 +331,7 @@ class ClusteringData
     virtual const double& getConstRefToElasticShearModulus() const {return elasticShearModulus;};
     virtual double& getRefToElasticShearModulus() {return elasticShearModulus;};
     
-    virtual const STensor3& getConstRefToMacroStressRef() const {return macroStressRef;};
-    virtual STensor3& getRefToMacroStressRef() {return macroStressRef;};
-    
-    virtual const STensor3& getConstRefToMacroStrainAtRefStress() const {return macroStrainAtRefStress;};
-    virtual STensor3& getRefToMacroStrainAtRefStress() {return macroStrainAtRefStress;};
-    
-    virtual const STensor3& getConstRefToDeformationDirection() const {return deformationDirection;};
-    virtual STensor3& getRefToDeformationDirection() {return deformationDirection;};
-    
-    const IPVariable* getConstRefToIPv(int cl) const
+    virtual const IPVariable* getConstRefToIPv(int cl) const
     {
       std::map<int,IPVariable*>::const_iterator it = allIpvs.find(cl);
       if (it == allIpvs.end())
@@ -473,7 +345,7 @@ class ClusteringData
         return it->second;
       }
     }
-    IPVariable*& getRefToIPv(int cl)
+    virtual IPVariable*& getRefToIPv(int cl)
     {
       std::map<int,IPVariable*>::iterator it = allIpvs.find(cl);
       if (it == allIpvs.end())
@@ -543,185 +415,6 @@ class ClusteringData
       }
     }
     
-    const STensor3 &getConstRefToResidualStrain(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allResidualStrains.find(cl);
-      if (it == allResidualStrains.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToResidualStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    STensor3 &getRefToResidualStrain(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allResidualStrains.find(cl);
-      if (it == allResidualStrains.end())
-      {
-        Msg::Error("ClusteringData::getRefToResidualStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    
-    const STensor3 &getConstRefToResidualStress(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allResidualStresses.find(cl);
-      if (it == allResidualStresses.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToResidualStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    STensor3 &getRefToResidualStress(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allResidualStresses.find(cl);
-      if (it == allResidualStresses.end())
-      {
-        Msg::Error("ClusteringData::getRefToResidualStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    
-    const STensor3 &getConstRefToReloadStress(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allReloadStresses.find(cl);
-      if (it == allReloadStresses.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToReloadStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    STensor3 &getRefToReloadStress(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allReloadStresses.find(cl);
-      if (it == allReloadStresses.end())
-      {
-        Msg::Error("ClusteringData::getRefToReloadStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    
-    const STensor3 &getConstRefToReloadStrain(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allReloadStrains.find(cl);
-      if (it == allReloadStrains.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToReloadStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    STensor3 &getRefToReloadStrains(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allReloadStrains.find(cl);
-      if (it == allReloadStrains.end())
-      {
-        Msg::Error("ClusteringData::getRefToReloadStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    
-    const STensor3 &getConstRefToEffectiveStrain(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allEffectiveStrains.find(cl);
-      if (it == allEffectiveStrains.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToEffectiveStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    STensor3 &getRefToEffectiveStrain(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allEffectiveStrains.find(cl);
-      if (it == allEffectiveStrains.end())
-      {
-        Msg::Error("ClusteringData::getRefToEffectiveStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    
-    const STensor3 &getConstRefToEffectiveStress(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allEffectiveStresses.find(cl);
-      if (it == allEffectiveStresses.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToEffectiveStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    STensor3 &getRefToEffectiveStress(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allEffectiveStresses.find(cl);
-      if (it == allEffectiveStresses.end())
-      {
-        Msg::Error("ClusteringData::getRefToEffectiveStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    
     const STensor43 &getConstRefToTangent(int cl) const
     {
       std::map<int,STensor43>::const_iterator it = allTangents.find(cl);
@@ -808,93 +501,6 @@ class ClusteringData
         return it->second;
       }
     }
-    
-    const STensor3 &getConstRefToEigenStress(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allEigenStresses.find(cl);
-      if (it == allEigenStresses.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToEigenStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    STensor3 &getRefToEigenStress(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allEigenStresses.find(cl);
-      if (it == allEigenStresses.end())
-      {
-        Msg::Error("ClusteringData::getRefToEigenStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    const STensor3 &getConstRefToPolarizationStrain(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allPolarizationStrains.find(cl);
-      if (it == allPolarizationStrains.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToPolarizationStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    STensor3 &getRefToPolarizationStrain(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allPolarizationStrains.find(cl);
-      if (it == allPolarizationStrains.end())
-      {
-        Msg::Error("ClusteringData::getRefToPolarizationStrain cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-
-    const STensor3 &getConstRefToPolarizationStress(int cl) const
-    {
-      std::map<int,STensor3>::const_iterator it = allPolarizationStresses.find(cl);
-      if (it == allPolarizationStresses.end())
-      {
-        Msg::Error("ClusteringData::getConstRefToPolarizationStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
-    STensor3 &getRefToPolarizationStress(int cl)
-    {
-      std::map<int,STensor3>::iterator it = allPolarizationStresses.find(cl);
-      if (it == allPolarizationStresses.end())
-      {
-        Msg::Error("ClusteringData::getRefToPolarizationStress cluster %d is not found",cl);
-        static STensor3 tmp;
-        return tmp;
-      }
-      else
-      {
-        return it->second;
-      }
-    }
 
     const STensor43 &getConstRefTodEigenStraindStrain(int cl) const
     {
@@ -923,14 +529,14 @@ class ClusteringData
       {
         return it->second;
       }
-    }
+    }   
     
-    const STensor43 &getConstRefTodEigenStressdStrain(int cl) const
+    const STensor43 &getConstRefTodEigenStrainFramedStrainCluster(int cl) const
     {
-      std::map<int,STensor43>::const_iterator it = alldEigenStressesdStrains.find(cl);
-      if (it == alldEigenStressesdStrains.end())
+      std::map<int,STensor43>::const_iterator it = alldEigenStrainFramedStrainsCluster.find(cl);
+      if (it == alldEigenStrainFramedStrainsCluster.end())
       {
-        Msg::Error("ClusteringData::getConstRefTodEigenStressdStrain cluster %d is not found",cl);
+        Msg::Error("ClusteringData::getConstRefTodEigenStrainFramedStrainCluster cluster %d is not found",cl);
         static STensor43 tmp;
         return tmp;
       }
@@ -939,12 +545,12 @@ class ClusteringData
         return it->second;
       }
     }
-    STensor43 &getRefTodEigenStressdStrain(int cl)
+    STensor43 &getRefTodEigenStrainFramedStrainCluster(int cl)
     {
-      std::map<int,STensor43>::iterator it = alldEigenStressesdStrains.find(cl);
-      if (it == alldEigenStressesdStrains.end())
+      std::map<int,STensor43>::iterator it = alldEigenStrainFramedStrainsCluster.find(cl);
+      if (it == alldEigenStrainFramedStrainsCluster.end())
       {
-        Msg::Error("ClusteringData::getRefTodEigenStressdStrain cluster %d is not found",cl);
+        Msg::Error("ClusteringData::getRefTodEigenStrainFramedStrainCluster cluster %d is not found",cl);
         static STensor43 tmp;
         return tmp;
       }
@@ -953,95 +559,351 @@ class ClusteringData
         return it->second;
       }
     }
+};
+
+
+class ClusteringData: public GenericClusteringData
+{
+  protected:
     
-    const STensor43 &getConstRefTodResidualStressdStrain(int cl) const
+  public:
+    ClusteringData(const std::vector<int>& allCl, const std::vector<double>& allVf): GenericClusteringData(allCl,allVf) {}
+    ClusteringData(const ClusteringData& src): GenericClusteringData(src) {}
+    ClusteringData& operator=(const ClusteringData& src)
     {
-      std::map<int,STensor43>::const_iterator it = alldResidualStressesdStrains.find(cl);
-      if (it == alldResidualStressesdStrains.end())
+      bool compatible = true;
+      if (clustersNb != src.clustersNb)
       {
-        Msg::Error("ClusteringData::getConstRefTodResidualStressdStrain cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        compatible = false;
       }
       else
       {
-        return it->second;
+        // check if two ClusteringDatas are compatible
+        for (std::map<int,IPVariable*>::const_iterator it = src.allIpvs.begin(); it!= src.allIpvs.end(); it++)
+        {
+          if (allIpvs.find(it->first) == allIpvs.end())
+          {
+            compatible = false;
+            break;
+          }
+        }
       }
-    }
-    STensor43 &getRefTodResidualStressdStrain(int cl)
-    {
-      std::map<int,STensor43>::iterator it = alldResidualStressesdStrains.find(cl);
-      if (it == alldResidualStressesdStrains.end())
+      if (!compatible)
       {
-        Msg::Error("ClusteringData::getRefTodResidualStressdStrain cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        Msg::Error("make an equal operator between two different clustering data num clusters left = %d  num clusters right = %d!!!",clustersNb,src.clustersNb);
+        Msg::Exit(0);
       }
       else
       {
-        return it->second;
+        allClusterIndexes = src.allClusterIndexes;
+        allClusterVolumes = src.allClusterVolumes;
+        macroStrain = src.macroStrain;
+        macroStress = src.macroStress;
+        macroEigenStrain = src.macroEigenStrain;
+        strainFrame = src.strainFrame;
+        eigenStrainFrame = src.eigenStrainFrame;
+        dEigenStraindStrainFrame = src.dEigenStraindStrainFrame;
+        stiffnessIso = src.stiffnessIso;
+        stiffnessIsoInv = src.stiffnessIsoInv;
+        stiffnessAniso = src.stiffnessAniso;
+        stiffnessAnisoInv = src.stiffnessAnisoInv;
+        secantShearModulus = src.secantShearModulus;
+        tangentShearModulus = src.tangentShearModulus;
+        elasticShearModulus = src.elasticShearModulus;
+        macroTangent = src.macroTangent;
+        macroElasticTangent = src.macroElasticTangent;
+        upperClusterIDs = src.upperClusterIDs;
+        for (int i=0; i< clustersNb; i++)
+        {
+          const IPVariable* ipvsrc = (src.allIpvs.find(allClusterIndexes[i]))->second;
+          const STensor3& strainSrc = (src.allStrains.find(allClusterIndexes[i]))->second;
+          const STensor3& stressSrc = (src.allStresses.find(allClusterIndexes[i]))->second;
+          const STensor43& tangentSrc = (src.allTangents.find(allClusterIndexes[i]))->second;
+          const STensor3& eigenStrainSrc = (src.allEigenStrains.find(allClusterIndexes[i]))->second;
+          const STensor43& deigenStrainSrc = (src.alldEigenStrainsdStrains.find(allClusterIndexes[i]))->second;
+          const STensor43& deigenStrainFramedStrainsClusterSrc = (src.alldEigenStrainFramedStrainsCluster.find(allClusterIndexes[i]))->second;
+          const STensor43& secantSrc = (src.allSecants.find(allClusterIndexes[i]))->second;
+          
+          if (ipvsrc!=NULL)
+          {
+            if (allIpvs[allClusterIndexes[i]] != NULL)
+            {
+              allIpvs[allClusterIndexes[i]]->operator=(*ipvsrc);
+            }
+            else
+            {
+              allIpvs[allClusterIndexes[i]] = ipvsrc->clone();
+            }
+          }
+          else
+          {
+            if (allIpvs[allClusterIndexes[i]] != NULL)
+            {
+              delete allIpvs[allClusterIndexes[i]];
+              allIpvs[allClusterIndexes[i]] = NULL;
+            }
+          }
+          allStrains[allClusterIndexes[i]] = strainSrc;
+          allStresses[allClusterIndexes[i]] = stressSrc;
+          allTangents[allClusterIndexes[i]] = tangentSrc;
+          allEigenStrains[allClusterIndexes[i]] = eigenStrainSrc;
+          alldEigenStrainsdStrains[allClusterIndexes[i]] = deigenStrainSrc;
+          alldEigenStrainFramedStrainsCluster[allClusterIndexes[i]] = deigenStrainFramedStrainsClusterSrc;
+          allSecants[allClusterIndexes[i]] = secantSrc;
+        }
+      }
+      return *this;
+    };
+};
+
+/*class ClusteringDataLevel1 : public GenericClusteringData
+{    
+  protected:
+    std::map<int,int> clustersNbsLv1; //total numbers of subclusters per upper domain cluster
+    std::map<int,std::vector<int>> allClusterIndexesLv1;
+    std::map<int,std::vector<double>> allClusterVolumesLv1;
+    std::map<int,std::map<int, IPVariable*>> allIpvsLv1;
+    std::map<int,std::map<int, STensor3>> allStrainsLv1; //underlying law ipv
+    std::map<int,std::map<int, STensor3>> allStressesLv1; // local stress in cluster
+    std::map<int,std::map<int, STensor43>> allTangentsLv1; // local tangent in cluster
+    std::map<int,std::map<int, STensor3>> allEigenStrainsLv1; // eigenstrains used in reduction formulation
+    std::map<int,std::map<int, STensor43>> alldEigenStrainsdStrainsLv1; // derivarives of eigenstrains
+    
+    std::map<int,STensor3> macroStrainsLv1;
+    std::map<int,STensor3> macroStressesLv1;
+    std::map<int,STensor3> macroEigenStrainsLv1;    
+    std::map<int,STensor43> macroTangentsLv1;
+    std::map<int,STensor43> macroElasticTangentsLv1;
+    
+  public:
+  
+    ClusteringDataLevel1(const std::map<int,std::vector<int>>& allClLv1, const std::map<int,std::vector<double>>& allVfLv1): GenericClusteringData(allClLv1,allVfLv1), 
+    allClusterIndexesLv1(allClLv1), allClusterVolumesLv1(allVfLv1)
+    {
+      for (std::map<int,std::vector<int>>::const_iterator itLv0=allClLv1.begin(); itLv0!=allClLv1.end(); itLv0++)
+      {
+        int clLv0 = itLv0->first;
+        std::vector<int> allClOnLv1 = itLv0->second;
+        int clusterNbLv1 = allClOnLv1.size();
+        clustersNbsLv1[clLv0] = clusterNbLv1;
+        macroStrainsLv1.insert(std::pair<int,STensor3>(clLv0,STensor3(0.)));
+        macroStressesLv1.insert(std::pair<int,STensor3>(clLv0,STensor3(0.)));
+        macroEigenStrainsLv1.insert(std::pair<int,STensor3>(clLv0,STensor3(0.)));
+        macroTangentsLv1.insert(std::pair<int,STensor43>(clLv0,STensor43(0.)));
+        macroElasticTangentsLv1.insert(std::pair<int,STensor43>(clLv0,STensor43(0.)));
+        std::vector<int> allClusterIndexesOnLv1 = allClusterIndexesLv1[clLv0];
+        std::map<int, IPVariable*> allIpvsOnLv1 = allIpvsLv1[clLv0];
+        std::map<int, STensor3> allStrainsOnLv1 = allStrainsLv1[clLv0];
+        std::map<int, STensor3> allStressesOnLv1 = allStressesLv1[clLv0];
+        std::map<int, STensor3> allEigenStrainsOnLv1 = allEigenStrainsLv1[clLv0];
+        std::map<int, STensor43> allTangentsOnLv1 = allTangentsLv1[clLv0];
+        std::map<int, STensor43> alldEigenStrainsdStrainsOnLv1 = alldEigenStrainsdStrainsLv1[clLv0];
+        for (int itLv1=0; itLv1< clustersNb; itLv1++)
+        {
+          int clLv1 = allClusterIndexesOnLv1[itLv1];
+          allIpvsOnLv1.insert(std::pair<int,IPVariable*>(clLv1,NULL));
+          allStrainsOnLv1.insert(std::pair<int,STensor3>(clLv1,STensor3(0.)));
+          allStressesOnLv1.insert(std::pair<int,STensor3>(clLv1,STensor3(0.)));
+          allEigenStrainsOnLv1.insert(std::pair<int,STensor3>(clLv1,STensor3(0.)));
+          allTangentsOnLv1.insert(std::pair<int,STensor43>(clLv1,STensor43(0.)));
+          alldEigenStrainsdStrainsOnLv1.insert(std::pair<int,STensor43>(clLv1,STensor43(0.)));
+        }
       }
     }
     
-    const STensor43 &getConstRefTodResidualStraindStrain(int cl) const
+    ClusteringDataLevel1(const ClusteringDataLevel1& src): GenericClusteringData(src), 
+    clustersNbsLv1(src.clustersNbsLv1), macroStrainsLv1(src.macroStrainsLv1),
+    macroStressesLv1(src.macroStressesLv1), macroEigenStrainsLv1(src.macroEigenStrainsLv1), macroTangentsLv1(src.macroTangentsLv1), macroElasticTangentsLv1(src.macroElasticTangentsLv1),
+    allStrainsLv1(src.allStrainsLv1), 
+    allStressesLv1(src.allStressesLv1), allEigenStrainsLv1(src.allEigenStrainsLv1), allTangentsLv1(src.allTangentsLv1), alldEigenStrainsdStrainsLv1(src.alldEigenStrainsdStrainsLv1)
     {
-      std::map<int,STensor43>::const_iterator it = alldResidualStrainsdStrains.find(cl);
-      if (it == alldResidualStrainsdStrains.end())
+      allIpvs.clear();
+      for (std::map<int,std::map<int, IPVariable*>>::const_iterator itLv0 = src.allIpvsLv1.begin(); itLv0!=src.allIpvsLv1.end(); itLv0++)
       {
-        Msg::Error("ClusteringData::getConstRefTodResidualStraindStrain cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        std::map<int, IPVariable*> allIpvsOnLv1 = itLv0->second;
+        for(std::map<int, IPVariable*>::const_iterator itLv1 = allIpvsOnLv1.begin(); itLv1!=allIpvsOnLv1.end(); itLv1++)
+        {
+          if (itLv1->second != NULL)
+          {
+            allIpvsOnLv1[itLv1->first] = itLv1->second->clone();
+          }
+          else
+          {
+            allIpvsOnLv1[itLv1->first] = NULL;
+          }
+        }
+      }
+    }
+    
+    
+    ClusteringDataLevel1& operator=(const ClusteringDataLevel1& src)
+    {
+      bool compatible = true;
+      if (clustersNb != src.clustersNb)
+      {
+        compatible = false;
       }
       else
       {
-        return it->second;
+        // check if two ClusteringDatas are compatible
+        for (std::map<int,IPVariable*>::const_iterator it = src.allIpvs.begin(); it!= src.allIpvs.end(); it++)
+        {
+          if (allIpvs.find(it->first) == allIpvs.end())
+          {
+            compatible = false;
+            break;
+          }
+        }
+        for(std::map<int,int>::const_iterator itLv0 = src.clustersNbsLv1.begin(); itLv0 != src.clustersNbsLv1.end(); itLv0++)
+        {
+          if(clustersNbsLv1[itLv0->first] != itLv0->second)
+          {
+            compatible = false;
+            break;
+          }
+        }
+        for (std::map<int,std::map<int,IPVariable*>>::const_iterator itLv0 = src.allIpvsLv1.begin(); itLv0!= src.allIpvsLv1.end(); itLv0++)
+        {
+          std::map<int,IPVariable*> allIpvsOnLv1Src = itLv0->second;
+          std::map<int,IPVariable*>& allIpvsOnLv1 = allIpvsLv1[itLv0->first];
+          for(std::map<int,IPVariable*>::const_iterator itLv1 = allIpvsOnLv1Src.begin(); itLv1 != allIpvsOnLv1Src.end(); itLv1++)
+          {
+            if (allIpvsOnLv1.find(itLv1->first) == allIpvsOnLv1.end())
+            {
+              compatible = false;
+              break;
+            }
+          }
+        }
       }
-    }
-    STensor43 &getRefTodResidualStraindStrain(int cl)
-    {
-      std::map<int,STensor43>::iterator it = alldResidualStrainsdStrains.find(cl);
-      if (it == alldResidualStrainsdStrains.end())
+      if (!compatible)
       {
-        Msg::Error("ClusteringData::getRefTodResidualStraindStrain cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        Msg::Error("make an equal operator between two different level 1 clustering data !!!");
+        Msg::Exit(0);
       }
       else
       {
-        return it->second;
+        allClusterIndexes = src.allClusterIndexes;        
+        allClusterVolumes = src.allClusterVolumes;
+        macroStrain = src.macroStrain;
+        macroStress = src.macroStress;
+        macroEigenStrain = src.macroEigenStrain;
+        macroTangent = src.macroTangent;
+               
+        for (int itLv0=0; itLv0< clustersNb; itLv0++)
+        {
+          int clLv0 = allClusterIndexes[itLv0];
+          
+          macroStrainsLv1[clLv0] = (src.macroStrainsLv1.find(clLv0))->second;
+          macroStressesLv1[clLv0] = (src.macroStressesLv1.find(clLv0))->second;
+          macroEigenStrainsLv1[clLv0] = (src.macroEigenStrainsLv1.find(clLv0))->second;
+          macroTangentsLv1[clLv0] = (src.macroTangentsLv1.find(clLv0))->second;
+          macroElasticTangentsLv1[clLv0] = (src.macroElasticTangentsLv1.find(clLv0))->second;
+          
+          allClusterIndexesLv1[clLv0] = (src.allClusterIndexesLv1.find(clLv0))->second;
+          allClusterVolumesLv1[clLv0] = (src.allClusterVolumesLv1.find(clLv0))->second;
+          
+          const std::vector<int>& allClusterIndexesOnLv1 = (src.allClusterIndexesLv1.find(clLv0))->second;
+          
+          const std::map<int, IPVariable*>& allIpvsOnLv1FromSrc = (src.allIpvsLv1.find(clLv0))->second;
+          const std::map<int, STensor3>& allStrainsOnLv1FromSrc = (src.allStrainsLv1.find(clLv0))->second;
+          const std::map<int, STensor3>& allStressesOnLv1FromSrc = (src.allStressesLv1.find(clLv0))->second;
+          const std::map<int, STensor3>& allEigenStrainsOnLv1FromSrc = (src.allEigenStrainsLv1.find(clLv0))->second;
+          const std::map<int, STensor43>& allTangentsOnLv1FromSrc = (src.allTangentsLv1.find(clLv0))->second;
+          const std::map<int, STensor43>& alldEigenStrainsdStrainsOnLv1FromSrc = (src.alldEigenStrainsdStrainsLv1.find(clLv0))->second;
+          
+          std::map<int, IPVariable*>& allIpvsOnLv1 = allIpvsLv1[clLv0];
+          std::map<int, STensor3>& allStrainsOnLv1 = allStrainsLv1[clLv0];
+          std::map<int, STensor3>& allStressesOnLv1 = allStressesLv1[clLv0];
+          std::map<int, STensor3>& allEigenStrainsOnLv1 = allEigenStrainsLv1[clLv0];
+          std::map<int, STensor43>& allTangentsOnLv1 = allTangentsLv1[clLv0];
+          std::map<int, STensor43>& alldEigenStrainsdStrainsOnLv1 = alldEigenStrainsdStrainsLv1[clLv0];
+          
+          int clustersNbOnLv1 = clustersNbsLv1[clLv0];          
+          for(int itLv1=0; itLv1<clustersNbOnLv1; itLv1++)
+          {
+            int clLv1 = allClusterIndexesOnLv1[itLv1];
+            
+            const IPVariable* ipvsrc = (allIpvsOnLv1FromSrc.find(clLv1))->second;      
+            const STensor3& strainSrc = (allStrainsOnLv1FromSrc.find(clLv1))->second;
+            const STensor3& stressSrc = (allStressesOnLv1FromSrc.find(clLv1))->second;
+            const STensor3& eigenStrainSrc = (allEigenStrainsOnLv1FromSrc.find(clLv1))->second;
+            const STensor43& tangentSrc = (allTangentsOnLv1FromSrc.find(clLv1))->second;
+            const STensor43& dEigenStrainSrc = (alldEigenStrainsdStrainsOnLv1FromSrc.find(clLv1))->second;
+            
+            if (ipvsrc!=NULL)
+            {
+              if (allIpvsOnLv1[clLv1] != NULL)
+              {
+                allIpvsOnLv1[clLv1]->operator=(*ipvsrc);
+              }
+              else
+              {
+                allIpvsOnLv1[clLv1] = ipvsrc->clone();
+              }
+            }
+            else
+            {
+              if (allIpvsOnLv1[clLv1] != NULL)
+              {
+                delete allIpvsOnLv1[clLv1];
+                allIpvsOnLv1[clLv1] = NULL;
+              }
+            }
+            allStrainsOnLv1[clLv1] = strainSrc;
+            allStressesOnLv1[clLv1] = stressSrc;
+            allTangentsOnLv1[clLv1] = tangentSrc;
+            allEigenStrainsOnLv1[clLv1] = eigenStrainSrc;
+            alldEigenStrainsdStrainsOnLv1[clLv1] = dEigenStrainSrc;          
+          }         
+        }
       }
-    }
-    
+      return *this;
+    };
     
-    const STensor43 &getConstRefTodEigenStrainFramedStrainCluster(int cl) const
+    virtual const IPVariable* getConstRefToIPv(int clLv0, int clLv1) const
     {
-      std::map<int,STensor43>::const_iterator it = alldEigenStrainFramedStrainsCluster.find(cl);
-      if (it == alldEigenStrainFramedStrainsCluster.end())
+      std::map<int,std::map<int,IPVariable*>>::const_iterator itLv0 = allIpvsLv1.find(clLv0);
+      if (itLv0 == allIpvsLv1.end())
       {
-        Msg::Error("ClusteringData::getConstRefTodEigenStrainFramedStrainCluster cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        Msg::Error("ClusteringDataLevel1::getConstRefToIPv cluster level 0: %d is not found",clLv0);
+        return NULL;
       }
       else
       {
-        return it->second;
+        std::map<int,IPVariable*> allIpvsOnLv1 = itLv0->second;
+        std::map<int,IPVariable*>::const_iterator itLv1 = allIpvsOnLv1.find(clLv1);
+        if (itLv1 == allIpvsOnLv1.end())
+        {
+          Msg::Error("ClusteringDataLevel1::getConstRefToIPv cluster level 0, level 1: %d,%d is not found",clLv0,clLv1);
+          return NULL;
+        }
+        else
+        {
+          if(itLv1->second == NULL)  Msg::Error("ClusteringDataLevel1::getConstRefToIPv cluster level 0, level 1: %d,%d is not initialized",clLv0,clLv1);
+          return itLv1->second;
+        }
       }
     }
-    STensor43 &getRefTodEigenStrainFramedStrainCluster(int cl)
+    virtual IPVariable*& getRefToIPv(int clLv0, int clLv1)
     {
-      std::map<int,STensor43>::iterator it = alldEigenStrainFramedStrainsCluster.find(cl);
-      if (it == alldEigenStrainFramedStrainsCluster.end())
+      std::map<int,std::map<int,IPVariable*>>::iterator itLv0 = allIpvsLv1.find(clLv0);
+      if (itLv0 == allIpvsLv1.end())
       {
-        Msg::Error("ClusteringData::getRefTodEigenStrainFramedStrainCluster cluster %d is not found",cl);
-        static STensor43 tmp;
-        return tmp;
+        Msg::Error("ClusteringDataLevel1::getConstRefToIPv cluster level 0: %d is not found",clLv0);
+        Msg::Exit(0);
       }
       else
       {
-        return it->second;
+        std::map<int,IPVariable*> allIpvsOnLv1 = itLv0->second;
+        std::map<int,IPVariable*>::iterator itLv1 = allIpvsOnLv1.find(clLv1);
+        if (itLv1 == allIpvsOnLv1.end())
+        {
+          Msg::Error("ClusteringDataLevel1::getRefToIPv cluster level 0, level 1: %d,%d is not found",clLv0,clLv1);
+          Msg::Exit(0);
+        }
+        return itLv1->second;
       }
     }
-};
-
-
+};*/
 #endif // CLUSTERINGDATA_H_
diff --git a/NonLinearSolver/modelReduction/TFATools.h b/NonLinearSolver/modelReduction/TFATools.h
index 3b98d6ecafae4c644dd301b8a16e5c4c892de840..068566367f3ecabe3e46bf5ceedd03fccf5265e9 100644
--- a/NonLinearSolver/modelReduction/TFATools.h
+++ b/NonLinearSolver/modelReduction/TFATools.h
@@ -155,6 +155,153 @@ namespace TFANumericTools{
     IsotropicStiffnessDerivative *= 1./5.;
     IsotropicStiffnessDerivative += sphere_derivative;
   };
+  
+  
+  inline void solveClosestTransverseIsotropicTensor(const int& p, const STensor3& deps, const STensor3& dsig, STensor43& C_TI)
+  {
+    // Norris, 2018; Sec. 4.4
+    // define basis tensors
+    STensor3 P, Q(1.), U, V, W, X, Y, Z;
+    P(p,p) = 1.;
+    Q -= P;
+    Q *= 1./sqrt(2.);
+    
+    U(0,2) = U(2,0) = 1.;
+    U *= 1./sqrt(2.);
+    V(1,2) = V(2,1) = 1.;
+    V *= 1./sqrt(2.);
+    W(0,1) = W(1,0) = 1.;
+    W *= 1./sqrt(2.);
+    
+    X(2,2) = 1.;
+    X(0,0) = -1.;
+    Y(1,1) = 1.;
+    Y(2,2) = -1.;
+    Z(0,0) = 1.;
+    Z(1,1) = -1.;
+    
+    STensor43 E1, E2, E3, E4, F, G;  
+    STensorOperation::prod(P,P,1.,E1);
+    STensorOperation::prod(Q,Q,1.,E2);
+    STensorOperation::prod(P,Q,1.,E3);
+    STensorOperation::prod(Q,P,1.,E4);
+    
+    if(p==0)
+    {
+    STensorOperation::prod(V,V,1.,F);
+    STensorOperation::prodAdd(Y,Y,1.,F);
+    STensorOperation::prod(U,U,1.,G);
+    STensorOperation::prodAdd(W,W,1.,G);
+    }
+    if(p==1)
+    {
+    STensorOperation::prod(U,U,1.,F);
+    STensorOperation::prodAdd(X,X,1.,F);
+    STensorOperation::prod(V,V,1.,G);
+    STensorOperation::prodAdd(W,W,1.,G);
+    }
+    if(p==2)
+    {
+    STensorOperation::prod(W,W,1.,F);
+    STensorOperation::prodAdd(Z,Z,1.,F);
+    STensorOperation::prod(U,U,1.,G);
+    STensorOperation::prodAdd(V,V,1.,G);
+    }
+    
+    // unknown moduli
+    fullVector<double> u(5);
+    double a,b,c,f,g;
+    
+    // define system matrix
+    fullMatrix<double> M(5,5);
+    STensor3 E1deps, E2deps, E3_E4_deps, Fdeps, Gdeps;
+    STensorOperation::multSTensor43STensor3(E1,deps,E1deps);
+    STensorOperation::multSTensor43STensor3(E2,deps,E2deps);
+    STensor43 E3_E4(E3);
+    E3_E4 += E4;
+    STensorOperation::multSTensor43STensor3(E3_E4,deps,E3_E4_deps);
+    STensorOperation::multSTensor43STensor3(F,deps,Fdeps);
+    STensorOperation::multSTensor43STensor3(G,deps,Gdeps);
+    
+    STensorOperation::doubleContractionSTensor3(E1deps,E1deps,M(0,0));
+    STensorOperation::doubleContractionSTensor3(E1deps,E2deps,M(0,1));
+    STensorOperation::doubleContractionSTensor3(E1deps,E3_E4_deps,M(0,2));
+    STensorOperation::doubleContractionSTensor3(E1deps,Fdeps,M(0,3));
+    STensorOperation::doubleContractionSTensor3(E1deps,Gdeps,M(0,4));
+    
+    STensorOperation::doubleContractionSTensor3(E2deps,E1deps,M(1,0));
+    STensorOperation::doubleContractionSTensor3(E2deps,E2deps,M(1,1));
+    STensorOperation::doubleContractionSTensor3(E2deps,E3_E4_deps,M(1,2));
+    STensorOperation::doubleContractionSTensor3(E2deps,Fdeps,M(1,3));
+    STensorOperation::doubleContractionSTensor3(E2deps,Gdeps,M(1,4));
+    
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,E1deps,M(2,0));
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,E2deps,M(2,1));
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,E3_E4_deps,M(2,2));
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,Fdeps,M(2,3));
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,Gdeps,M(2,4));
+    
+    STensorOperation::doubleContractionSTensor3(Fdeps,E1deps,M(3,0));
+    STensorOperation::doubleContractionSTensor3(Fdeps,E2deps,M(3,1));
+    STensorOperation::doubleContractionSTensor3(Fdeps,E3_E4_deps,M(3,2));
+    STensorOperation::doubleContractionSTensor3(Fdeps,Fdeps,M(3,3));
+    STensorOperation::doubleContractionSTensor3(Fdeps,Gdeps,M(3,4));
+    
+    STensorOperation::doubleContractionSTensor3(Gdeps,E1deps,M(4,0));
+    STensorOperation::doubleContractionSTensor3(Gdeps,E2deps,M(4,1));
+    STensorOperation::doubleContractionSTensor3(Gdeps,E3_E4_deps,M(4,2));
+    STensorOperation::doubleContractionSTensor3(Gdeps,Fdeps,M(4,3));
+    STensorOperation::doubleContractionSTensor3(Gdeps,Gdeps,M(4,4));
+    for(int i=0; i<5; i++){
+      for(int j=0; j<5; j++){
+        M(i,j) *= 2.;
+      }
+    }
+    
+    // define RHS
+    fullVector <double> RHS(5);
+    double dsig_E1deps, E1deps_dsig, dsig_E2deps, E2deps_dsig, dsig_E3_E4_deps, E3_E4_deps_dsig, dsig_Fdeps, Fdeps_dsig, dsig_Gdeps, Gdeps_dsig;
+    STensorOperation::doubleContractionSTensor3(dsig,E1deps,dsig_E1deps);
+    STensorOperation::doubleContractionSTensor3(E1deps,dsig,E1deps_dsig);
+    STensorOperation::doubleContractionSTensor3(dsig,E2deps,dsig_E2deps);
+    STensorOperation::doubleContractionSTensor3(E2deps,dsig,E2deps_dsig);
+    STensorOperation::doubleContractionSTensor3(dsig,E3_E4_deps,dsig_E3_E4_deps);
+    STensorOperation::doubleContractionSTensor3(E3_E4_deps,dsig,E3_E4_deps_dsig);
+    STensorOperation::doubleContractionSTensor3(dsig,Fdeps,dsig_Fdeps);
+    STensorOperation::doubleContractionSTensor3(Fdeps,dsig,Fdeps_dsig);
+    STensorOperation::doubleContractionSTensor3(dsig,Gdeps,dsig_Gdeps);
+    STensorOperation::doubleContractionSTensor3(Gdeps,dsig,Gdeps_dsig);
+    
+    RHS(0) = dsig_E1deps + E1deps_dsig;
+    RHS(1) = dsig_E2deps + E2deps_dsig;
+    RHS(2) = dsig_E3_E4_deps + E3_E4_deps_dsig;
+    RHS(3) = dsig_Fdeps + Fdeps_dsig;
+    RHS(4) = dsig_Gdeps + Gdeps_dsig;
+    
+    M.print("M");
+    //RHS.print("RHS");
+    
+    // solve for unknowns
+    fullMatrix<double> Minv(5,5);
+    bool isInverted = M.invert(Minv);
+    if (!isInverted)
+    {
+      Msg::Error("M Cannot be inverted");
+    }
+    Minv.mult(RHS,u);
+    a = u(0);
+    b = u(1);
+    c = u(2);
+    f = u(3);
+    g = u(4);
+    
+    // express closest transverse isotropic tensor
+    C_TI = a*E1;
+    C_TI += b*E2;
+    C_TI += c*(E3+E4);
+    C_TI += f*F;
+    C_TI += g*G;  
+  };
 
 };
 
diff --git a/NonLinearSolver/modelReduction/modelReduction.cpp b/NonLinearSolver/modelReduction/modelReduction.cpp
index 299742cb94f5bd4d38803ae0b39c0fa84c3f3338..81a0d59da0e13b8101bb1bad2dc7d1cb2a5c57c5 100644
--- a/NonLinearSolver/modelReduction/modelReduction.cpp
+++ b/NonLinearSolver/modelReduction/modelReduction.cpp
@@ -61,7 +61,7 @@ const materialLaw* ReductionTFA::getMaterialLaw(int cluster) const
 
 void ReductionTFA::getAllClusterVolumes(std::vector<double>&allVolumes) const {
   std::vector<int> allCl;
-  _clusteringData->getAllClusterIndexes(allCl);
+  _clusteringData->getAllClusterIndices(allCl);
   const std::map<int,double>& volumeMap = _clusteringData->getClusterVolumeMap();
   allVolumes.resize(allCl.size());
   for (int ii=0; ii < allCl.size(); ii++)
@@ -100,7 +100,7 @@ void ReductionTFA::initializeClusterMaterialMap(const std::map<int,materialLaw*>
 }
 
 ReductionTFA::ReductionTFA(int solver, int d, int correction, bool withFrame, bool polarization, int tag) : _solverType(solver), _tag(tag), _ownClusteringData(false), _clusteringData(NULL), 
-_dim(d), _sys(NULL), _isInitialized(false), _correction(correction), _withFrame(withFrame), _polarization(polarization) {}
+_dim(d), _sys(NULL), _isInitialized(false), _correction(correction), _withFrame(withFrame), _polarization(polarization), _clusterIncOri(false) {}
 ReductionTFA::~ReductionTFA()
 {
   if (_ownClusteringData)
@@ -116,6 +116,10 @@ ReductionTFA::~ReductionTFA()
     delete _sys;
     _sys = NULL;
   }
+  _correction = false;
+  _withFrame = false;
+  _polarization = false;
+  _clusterIncOri = false;
 }
 
 void ReductionTFA::setDim(int d)
@@ -166,13 +170,11 @@ void ReductionTFA::loadEshelbyInteractionTensorsFromFile(const std::string Eshel
 
 void ReductionTFA::loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName,
                                                             const std::string PlasticEqStrainConcentrationGeometricFileName,
-                                                            const std::string PlasticEqStrainConcentrationHarmonicFileName,
-                                                            const std::string PlasticEqStrainConcentrationPowerFileName)
+                                                            const std::string PlasticEqStrainConcentrationHarmonicFileName)
 {
   _clusteringData->loadClusterPlasticEqSummaryFromFile(PlasticEqStrainConcentrationFileName);
   _clusteringData->loadClusterPlasticEqSummaryGeometricFromFile(PlasticEqStrainConcentrationGeometricFileName);
   _clusteringData->loadClusterPlasticEqSummaryHarmonicFromFile(PlasticEqStrainConcentrationHarmonicFileName);
-  _clusteringData->loadClusterPlasticEqSummaryPowerFromFile(PlasticEqStrainConcentrationPowerFileName);
 };
 
 
@@ -316,6 +318,89 @@ const materialLaw* ReductionTFA::getLawForCluster(int cl) const
   return itmlaw->second;
 };
 
+const STensor43& ReductionTFA::getClusterAverageStrainConcentrationTensorHierarchical(std::vector<int> clIDsHierarchical) const
+{
+  int level = (clIDsHierarchical.size())-1;
+  
+  if(level == 0)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    std::map<int,STensor43>::const_iterator Afind= _clusteringData->getClusterAverageStrainConcentrationTensorMap().find(clLv0);
+    #ifdef _DEBUG
+    if (Afind == _clusteringData->getClusterAverageStrainConcentrationTensorMap().end())
+    {
+      Msg::Error("cluster %d does not exist!",clLv0);
+      Msg::Exit(0);
+    }
+    #endif //_
+    return Afind->second;
+  }
+  else if(level == 1)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    int clLv1 = clIDsHierarchical[1];
+    std::map<int,std::map<int,STensor43>>::const_iterator AfindLv0= _clusteringData->getClusterAverageStrainConcentrationTensorMapLevel1().find(clLv0);
+    #ifdef _DEBUG
+    if (AfindLv0 == _clusteringData->getClusterAverageStrainConcentrationTensorMapLevel1().end())
+    {
+      Msg::Error("cluster level 0: %d does not exist!",clLv0);
+      Msg::Exit(0);
+    }
+    #endif //_
+    const std::map<int,STensor43> AmapLv1 = AfindLv0->second;
+    std::map<int,STensor43>::const_iterator AfindLv1= AmapLv1.find(clLv1);
+    #ifdef _DEBUG
+    if (AfindLv1 == AmapLv1.end())
+    {
+      Msg::Error("cluster level 0, level 1: %d, %d does not exist!",clLv0,clLv1);
+      Msg::Exit(0);
+    }
+    #endif //_
+    return AfindLv1->second;
+  }
+};
+
+
+
+const STensor43& ReductionTFA::getClusterInteractionTensorHierarchical(std::vector<int> clHostIDs, int icl, int jcl) const
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 0)
+  {
+    std::map<std::pair<int,int>,STensor43>::const_iterator Dfind = _clusteringData->getClusterInteractionTensorMap().find(std::pair<int,int>(icl,jcl));
+    #ifdef _DEBUG
+    if (Dfind == _clusteringData->getClusterInteractionTensorMap().end())
+    {
+      Msg::Error("cluster %d does not exist!");
+      Msg::Exit(0);
+    }
+    #endif //_
+    return Dfind->second; 
+  }
+  else if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int,std::map<std::pair<int,int>,STensor43>>::const_iterator DfindLv0 = _clusteringData->getClusterInteractionTensorMapLevel1().find(clLv0);
+    #ifdef _DEBUG
+    if (DfindLv0 == _clusteringData->getClusterInteractionTensorMapLevel1().end())
+    {
+      Msg::Error("interaction map cluster level 0: %d does not exist!",clLv0);
+      Msg::Exit(0);
+    }
+    #endif //_
+    const std::map<std::pair<int,int>,STensor43> DmapLv1 = DfindLv0->second;
+    std::map<std::pair<int,int>,STensor43>::const_iterator DfindLv1 = DmapLv1.find(std::pair<int,int>(icl,jcl));
+    #ifdef _DEBUG
+    if (DfindLv1 == DmapLv1.end())
+    {
+      Msg::Error("interaction tensor in cluster level 0, clusters: %d,%d does not exist!",clLv0,icl,jcl);
+      Msg::Exit(0);
+    }
+    #endif //_
+    return DfindLv1->second;
+  } 
+};
+
 
 const STensor43& ReductionTFA::getClusterStrainConcentrationStDTensor(int cl) const
 {
@@ -374,7 +459,6 @@ const fullVector<double>& ReductionTFA::getClusterMeanFiberOrientation(int cl) c
   return ori->second;
 };
 
-
 void ReductionTFA::evaluate(
             const STensor3& F0,         // initial deformation gradient (input @ time n)
             const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
@@ -385,7 +469,7 @@ void ReductionTFA::evaluate(
             const bool stiff,          // if true compute the tangents
             STensor43* elasticTangent)
 {
-  int maxIter = 150;
+  int maxIter = 500;
   double tol = 1e-6;
   double absTol = 1e-12;
   bool messageActive=false;
@@ -400,7 +484,7 @@ void ReductionTFA::evaluate(
   };
 };
 
-void ReductionTFA::initSolve(const ClusteringData *q0,  const ClusteringData *q1)
+void ReductionTFA::initSolve(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem)
 {
   _isInitialized= true;
   //printf("initializing \n");
@@ -410,8 +494,8 @@ void ReductionTFA::initSolve(const ClusteringData *q0,  const ClusteringData *q1
   //allocate system
   int numR = _unknown.size();
   //
-  createSystem(numR);
-  preallocateSystem(q0,q1);
+  createSystem(numR,NLsystem);
+  preallocateSystem(q0,q1,NLsystem);
   //printf("done initializing, size of unknowns = %d \n",numR);
 };
 
@@ -464,24 +548,30 @@ void ReductionTFA::setInitialState(const STensor3& F0, const STensor3& Fn)
       if (itR != _unknown.end())
       {
         int row = itR->second;
-        addToSolution(row,val(j));
+        addToSolution(row,val(j),_sys);
       }
     }
   }
 };
 
-void ReductionTFA::createSystem(int numR)
+void ReductionTFA::createSystem(int numR, nonLinearSystemPETSc<double>* &NLsystem)
 {
   if (getSolverType() == PETSC)
   {
     #if defined(HAVE_PETSC)
-    if (_sys != NULL)
+    //if (_sys != NULL)
+    //{
+      //delete _sys;
+    //}
+    //_sys = new nonLinearSystemPETSc<double>();
+    //_sys->allocate(numR);
+    if (NLsystem != NULL)
     {
-      delete _sys;
+      delete NLsystem;
     }
-    _sys = new nonLinearSystemPETSc<double>();
-    _sys->allocate(numR);
-    printf("PETSc is used\n");
+    NLsystem = new nonLinearSystemPETSc<double>();
+    NLsystem->allocate(numR);
+    //printf("PETSc is used\n");
     #else
     Msg::Error("PETSC is not installed");
     Msg::Exit(0);
@@ -493,8 +583,7 @@ void ReductionTFA::createSystem(int numR)
     _res.resize(numR,true);
     _x.resize(numR,true); 
     _solCur.resize(numR,true); 
-    printf("fullMatrix is used\n");
-    
+    printf("fullMatrix is used\n");    
   }
   else
   {
@@ -503,10 +592,10 @@ void ReductionTFA::createSystem(int numR)
   }
 };
 
-void ReductionTFA::preallocateSystem(const ClusteringData *q0,  const ClusteringData *q1)
+void ReductionTFA::preallocateSystem(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem)
 {
   // spasiry 
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
     int nbClusters = _clusteringData->getTotalNumberOfClusters();
     if(_withFrame)
@@ -549,7 +638,7 @@ void ReductionTFA::preallocateSystem(const ClusteringData *q0,  const Clustering
             if (itC != _unknown.end())
             {
               int col = itC->second;
-              _sys->insertInSparsityPattern(row,col);
+              NLsystem->insertInSparsityPattern(row,col);
             };
           };
         };
@@ -558,13 +647,13 @@ void ReductionTFA::preallocateSystem(const ClusteringData *q0,  const Clustering
   }
 };
 
-void ReductionTFA::initialZeroSolution()
+void ReductionTFA::initialZeroSolution(nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->zeroSolution();
-    _sys->copy(IPStateBase::current,IPStateBase::previous);
-    _sys->copy(IPStateBase::current,IPStateBase::initial);
+    NLsystem->zeroSolution();
+    NLsystem->copy(IPStateBase::current,IPStateBase::previous);
+    NLsystem->copy(IPStateBase::current,IPStateBase::initial);
   }
   else
   {
@@ -572,11 +661,11 @@ void ReductionTFA::initialZeroSolution()
   }
 }
 
-void ReductionTFA::addToSolution(int row, double val)
+void ReductionTFA::addToSolution(int row, double val, nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys!=NULL)
+  if (NLsystem!=NULL)
   {
-    _sys->addToSolution(row,val);
+    NLsystem->addToSolution(row,val);
   }
   else
   {
@@ -584,11 +673,11 @@ void ReductionTFA::addToSolution(int row, double val)
   }
 }
 
-void ReductionTFA::addToMatrix(int row, int col, double val)
+void ReductionTFA::addToMatrix(int row, int col, double val, nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->addToMatrix(row,col,val,nonLinearSystemBase::stiff);
+    NLsystem->addToMatrix(row,col,val,nonLinearSystemBase::stiff);
   }
   else
   {
@@ -596,12 +685,12 @@ void ReductionTFA::addToMatrix(int row, int col, double val)
   }
 }
  
-int ReductionTFA::systemSolve()
+int ReductionTFA::systemSolve(nonLinearSystemPETSc<double>* &NLsystem)
 {
   
-  if (_sys!= NULL)
+  if (NLsystem!= NULL)
   {
-    int occ = _sys->systemSolve();
+    int occ = NLsystem->systemSolve();
     return occ;
   }
   else
@@ -621,22 +710,22 @@ int ReductionTFA::systemSolve()
   }
   
 };
-void ReductionTFA::zeroRHS()
+void ReductionTFA::zeroRHS(nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->zeroRightHandSide();
+    NLsystem->zeroRightHandSide();
   }
   else
   {
     _res.setAll(0.);
   }
 }
-void ReductionTFA::zeroMatrix()
+void ReductionTFA::zeroMatrix(nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->zeroMatrix(nonLinearSystemBase::stiff);
+    NLsystem->zeroMatrix(nonLinearSystemBase::stiff);
   }
   else
   {
@@ -644,11 +733,11 @@ void ReductionTFA::zeroMatrix()
   }
 };
 
-void ReductionTFA::addToRHS(int row, double val)
+void ReductionTFA::addToRHS(int row, double val, nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->addToRightHandSideMinus(row,val);
+    NLsystem->addToRightHandSideMinus(row,val);
   }
   else
   {
@@ -656,11 +745,11 @@ void ReductionTFA::addToRHS(int row, double val)
   }
 }
 
-void ReductionTFA::allocateMultipleRHS(int dim)
+void ReductionTFA::allocateMultipleRHS(int dim, nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->allocateMultipleRHS(dim);
+    NLsystem->allocateMultipleRHS(dim);
   }
   else
   {
@@ -669,11 +758,11 @@ void ReductionTFA::allocateMultipleRHS(int dim)
     _multipleSolution.resize(numRow,dim,true);
   }
 };
-void ReductionTFA::zeroMultipleRHS()
+void ReductionTFA::zeroMultipleRHS(nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->zeroMultipleRHS();
+    NLsystem->zeroMultipleRHS();
   }
   else
   {
@@ -682,12 +771,12 @@ void ReductionTFA::zeroMultipleRHS()
   }
 };
 
-double ReductionTFA::getFromSolution(int row) const
+double ReductionTFA::getFromSolution(int row, nonLinearSystemPETSc<double>* &NLsystem) const
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
     double val;
-    _sys->getFromSolution(row,val);
+    NLsystem->getFromSolution(row,val);
     return val;
   }
   else
@@ -696,11 +785,11 @@ double ReductionTFA::getFromSolution(int row) const
   }
 };
 
-double ReductionTFA::normInfRightHandSide() const
+double ReductionTFA::normInfRightHandSide(nonLinearSystemPETSc<double>* &NLsystem) const
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    return _sys->normInfRightHandSide();
+    return NLsystem->normInfRightHandSide();
   }
   else
   {
@@ -708,22 +797,22 @@ double ReductionTFA::normInfRightHandSide() const
   }
 };
 
-void ReductionTFA::addToMultipleRHSMatrix(int row,int col,double val)
+void ReductionTFA::addToMultipleRHSMatrix(int row,int col,double val, nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    _sys->addToMultipleRHSMatrix(row,col,val);
+    NLsystem->addToMultipleRHSMatrix(row,col,val);
   }
   else
   {
     _multipleRHS(row,col) += val;
   }
 }
-bool ReductionTFA::systemSolveMultipleRHS()
+bool ReductionTFA::systemSolveMultipleRHS(nonLinearSystemPETSc<double>* &NLsystem)
 {
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
-    return _sys->systemSolveMultipleRHS();
+    return NLsystem->systemSolveMultipleRHS();
   }
   else
   {
@@ -738,12 +827,12 @@ bool ReductionTFA::systemSolveMultipleRHS()
   }
 };
 
-double ReductionTFA::getFromMultipleRHSSolution(int Nrow,int col) const
+double ReductionTFA::getFromMultipleRHSSolution(int Nrow,int col, nonLinearSystemPETSc<double>* &NLsystem) const
 { 
-  if (_sys != NULL)
+  if (NLsystem != NULL)
   {
     double val;
-    _sys->getFromMultipleRHSSolution(Nrow,col,val);
+    NLsystem->getFromMultipleRHSSolution(Nrow,col,val);
     return val;
   }
   else
@@ -754,8 +843,8 @@ double ReductionTFA::getFromMultipleRHSSolution(int Nrow,int col) const
 
 void ReductionTFA::assembleRes(const ClusteringData *q0,  const ClusteringData *q1)
 {
-  zeroRHS();
-  int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  zeroRHS(_sys);
+  int nbClusters = q0->clustersNb;
   static fullVector<double> r;
   if(_withFrame)
   {
@@ -770,7 +859,7 @@ void ReductionTFA::assembleRes(const ClusteringData *q0,  const ClusteringData *
         if (it != _unknown.end())
         {
           int row = it->second;
-          addToRHS(row,r(j));
+          addToRHS(row,r(j),_sys);
         }
       }
     } 
@@ -788,7 +877,7 @@ void ReductionTFA::assembleRes(const ClusteringData *q0,  const ClusteringData *
         if (it != _unknown.end())
         {
           int row = it->second;
-          addToRHS(row,r(j));
+          addToRHS(row,r(j),_sys);
         }
       }
     }
@@ -806,7 +895,7 @@ void ReductionTFA::assembleRes(const ClusteringData *q0,  const ClusteringData *
         if (it != _unknown.end())
         {
           int row = it->second;
-          addToRHS(row,r(j));
+          addToRHS(row,r(j),_sys);
         }
       }
     }
@@ -815,8 +904,8 @@ void ReductionTFA::assembleRes(const ClusteringData *q0,  const ClusteringData *
 void ReductionTFA::assembleDresDu(const ClusteringData *q0,  const ClusteringData *q1)
 {
   //Msg::Info("calling assembleDresDu");
-  zeroMatrix();
-  int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  zeroMatrix(_sys);
+  int nbClusters = q0->clustersNb;
   static fullMatrix<double> Ke;
   std::vector<int> othersId;
   
@@ -844,7 +933,7 @@ void ReductionTFA::assembleDresDu(const ClusteringData *q0,  const ClusteringDat
             if (itC != _unknown.end())
             {
               int col = itC->second;
-              addToMatrix(row,col,Ke(iR,iC));
+              addToMatrix(row,col,Ke(iR,iC),_sys);
             }
           }
         }
@@ -876,7 +965,7 @@ void ReductionTFA::assembleDresDu(const ClusteringData *q0,  const ClusteringDat
             if (itC != _unknown.end())
             {
               int col = itC->second;
-              addToMatrix(row,col,Ke(iR,iC));
+              addToMatrix(row,col,Ke(iR,iC),_sys);
             }
           }
         }
@@ -908,7 +997,7 @@ void ReductionTFA::assembleDresDu(const ClusteringData *q0,  const ClusteringDat
             if (itC != _unknown.end())
             {
               int col = itC->second;
-              addToMatrix(row,col,Ke(iR,iC));
+              addToMatrix(row,col,Ke(iR,iC),_sys);
             }
           }
         }
@@ -918,7 +1007,7 @@ void ReductionTFA::assembleDresDu(const ClusteringData *q0,  const ClusteringDat
 };
 void ReductionTFA::updateFieldFromUnknown(const ClusteringData *q0,  ClusteringData *q1)
 {
-  int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  int nbClusters = q0->clustersNb;
   if(_withFrame)
   {
     nbClusters += 1;
@@ -935,7 +1024,7 @@ void ReductionTFA::updateFieldFromUnknown(const ClusteringData *q0,  ClusteringD
       if (itR != _unknown.end())
       {
         int row = itR->second;
-        val(j) = getFromSolution(row);
+        val(j) = getFromSolution(row,_sys);
       }
       else
       {
@@ -953,16 +1042,15 @@ bool ReductionTFA::systemSolve(const STensor3& F0, const STensor3& F1,
 {
   if (!_isInitialized)
   {
-    initSolve(q0,q1);
+    initSolve(q0,q1,_sys);
   };
   
   // zero solution first
-  initialZeroSolution();
+  initialZeroSolution(_sys);
   //
   setInitialState(F0,F1);
   updateFieldFromUnknown(q0,q1);
   //estimate strains at each clusters and evaluate constitutive relation
-
   localConstitutive(F0,F1,q0,q1);
 
   if (messageActive)
@@ -978,7 +1066,7 @@ bool ReductionTFA::systemSolve(const STensor3& F0, const STensor3& F1,
   {    //
     assembleRes(q0,q1);
     //
-    double resNorm = normInfRightHandSide();
+    double resNorm = normInfRightHandSide(_sys);
     //printf("resNorm0000000 = %.4e\n",resNorm);
     if (iter == 0)
     {
@@ -1007,7 +1095,7 @@ bool ReductionTFA::systemSolve(const STensor3& F0, const STensor3& F1,
     {
       stiffnessEstimated = true;
       assembleDresDu(q0,q1);
-      int isSolved =  systemSolve();
+      int isSolved =  systemSolve(_sys);
       if (isSolved==0)
       {
         if (messageActive)
@@ -1046,18 +1134,16 @@ bool ReductionTFA::systemSolve(const STensor3& F0, const STensor3& F1,
     // get Stress
     q1->computeHomogenizedStress(P);
     STensor3& PHom = q1->getRefToMacroStress();
+    
     PHom = P;
-    //STensor43& CtanHom = q1->getRefToMacroTangent();
     if (stiff)
     {
       if (!stiffnessEstimated)
       {
         assembleDresDu(q0,q1);
       }
-      bool succ = tangentSolve(q0,q1,L);
-      //P.print("STRESS");
-      //L.print("TANGENT");
-      //CtanHom = L;
+      bool succ = tangentSolve(_sys,_unknown,q0,q1,L);
+      q1->getRefToMacroTangent() = L;
     }
     //
     return true;
@@ -1068,13 +1154,14 @@ bool ReductionTFA::systemSolve(const STensor3& F0, const STensor3& F1,
   }
 };
 
-bool ReductionTFA::tangentSolve(const ClusteringData *q0, const ClusteringData *q1, STensor43& L)
-{
+bool ReductionTFA::tangentSolve(nonLinearSystemPETSc<double>* &NLsystem, std::map<Dof,int> &unknowns, const ClusteringData *q0, const ClusteringData *q1, STensor43& L)
+{  
   // allocatioon
   int strainDim = 0;
   bool isAllocated=false;
     //
-  int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  //int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  int nbClusters = q0->clustersNb;
   if (_withFrame)
   {
     nbClusters += 1;
@@ -1088,26 +1175,32 @@ bool ReductionTFA::tangentSolve(const ClusteringData *q0, const ClusteringData *
     {
       strainDim = m.size2();
       isAllocated= true;
-      allocateMultipleRHS(strainDim);
-      zeroMultipleRHS();
+      //allocateMultipleRHS(strainDim,_sys);
+      //zeroMultipleRHS(_sys);
+      allocateMultipleRHS(strainDim,NLsystem);
+      zeroMultipleRHS(NLsystem);
     }
     
     std::vector<Dof> R;
     getKeys(icl,R);
     for (int j=0; j<R.size(); j++)
     {
-      std::map<Dof,int>::iterator it =  _unknown.find(R[j]);
-      if (it != _unknown.end())
+      //std::map<Dof,int>::iterator it =  _unknown.find(R[j]);
+      //if (it != _unknown.end())
+      std::map<Dof,int>::iterator it =  unknowns.find(R[j]);
+      if (it != unknowns.end())
       {
         int row = it->second;
         for (int col =0; col < m.size2(); col++)
         {
-          addToMultipleRHSMatrix(row,col,m(j,col));
+          //addToMultipleRHSMatrix(row,col,m(j,col),_sys);
+          addToMultipleRHSMatrix(row,col,m(j,col),NLsystem);
         }
       }
     }
   }
-  bool ok = systemSolveMultipleRHS();
+  //bool ok = systemSolveMultipleRHS(_sys);
+  bool ok = systemSolveMultipleRHS(NLsystem);
   if (!ok)
   {
     Msg::Error("system multiple RHS is not sucessfully solved");
@@ -1118,11 +1211,20 @@ bool ReductionTFA::tangentSolve(const ClusteringData *q0, const ClusteringData *
   static fullMatrix<double> Lmat;
   Lmat.resize(strainDim,strainDim, true);
   const std::map<int,double>& cluterVolumeMap= _clusteringData->getClusterVolumeMap();
+  
+  const std::vector<double>& cluterVolumeVector= q0->allClusterVolumes;
+  const std::vector<int>& cluterIDVector= q0->allClusterIndexes;
+  
   double vtotal = 0.;
-  for (std::map<int,double>::const_iterator itc = cluterVolumeMap.begin(); itc != cluterVolumeMap.end(); itc++)
+  //for (std::map<int,double>::const_iterator itc = cluterVolumeMap.begin(); itc != cluterVolumeMap.end(); itc++)
+  for (int itc = 0; itc != nbClusters; itc++)
   {
-    int icl = itc->first;
-    double vCluster = itc->second;
+    //int icl = itc->first;
+    //double vCluster = itc->second;
+    
+    int icl = cluterIDVector[itc];
+    double vCluster = cluterVolumeVector[itc];
+    
     vtotal += vCluster;
     static fullMatrix<double> Licluster;
     STensorOperation::fromSTensor43ToFullMatrix( q1->getConstRefToTangent(icl),Licluster);
@@ -1142,14 +1244,17 @@ bool ReductionTFA::tangentSolve(const ClusteringData *q0, const ClusteringData *
     for (int row = 0; row <R.size(); row++)
     {
       DunknownDF[row].resize(strainDim,true);
-      std::map<Dof,int>::const_iterator itR = _unknown.find(R[row]);
-      if (itR != _unknown.end())
+      //std::map<Dof,int>::const_iterator itR = _unknown.find(R[row]);
+      //if (itR != _unknown.end())
+      std::map<Dof,int>::const_iterator itR = unknowns.find(R[row]);
+      if (itR != unknowns.end())
       {
         int Nrow = itR->second;
         for (int col = 0; col <strainDim; col++)
         {
           double& val = DunknownDF[row](col);
-          val = getFromMultipleRHSSolution(Nrow,col);
+          //val = getFromMultipleRHSSolution(Nrow,col,_sys);
+          val = getFromMultipleRHSSolution(Nrow,col,NLsystem);
         }
       }
     }
@@ -1242,7 +1347,7 @@ void ReductionTFA::getInitialDofValue(int clusterId, const STensor3& F0, const S
 };
 void ReductionTFA::updateLocalFieldFromDof(int clusterId, const fullVector<double>& vals, const ClusteringData *q0,  ClusteringData *q1)
 {
-  int nbClusters = _clusteringData->getTotalNumberOfClusters();
+  int nbClusters = q0->clustersNb;
   if(clusterId == nbClusters)
   {
     const STensor3& eps0 = q0->getConstRefToFrameStrain();
@@ -1374,6 +1479,14 @@ void ReductionTFA::getTangentTerm(int clusterId, const ClusteringData *q0,  cons
     STensorOperation::fromSTensor43ToFullMatrix(dResdDeps,DresDdefo);
     DresDdefo.scale(-1.);
   }
+  else if(getMethod() == TFA_HierarchicalIncrementalTangent)
+  {
+    std::vector<int> clIDsHierarchical = q0->upperClusterIDs;
+    clIDsHierarchical.push_back(clusterId);
+    const STensor43 &Ai = getClusterAverageStrainConcentrationTensorHierarchical(clIDsHierarchical);
+    STensorOperation::fromSTensor43ToFullMatrix(Ai,DresDdefo);
+    DresDdefo.scale(-1.);
+  }
   else
   {
     const STensor43 &Ai = getClusterAverageStrainConcentrationTensor(clusterId);
@@ -1544,7 +1657,7 @@ void ReductionTFA::getJacPolarization_rs(int r, int s, const ClusteringData *q0,
   
   STensorOperation::multSTensor43Add(Drs,fac,-1.,Jac_rs);
   
-  STensor3 dGtandeps;
+  /*STensor3 dGtandeps;
   dtangentShearModulusOveralldeps(q0,q1,s,dGtandeps);
   STensor3 fac2_part;
   int nbClusters = _clusteringData->getTotalNumberOfClusters(); 
@@ -1558,7 +1671,7 @@ void ReductionTFA::getJacPolarization_rs(int r, int s, const ClusteringData *q0,
     STensorOperation::multSTensor43STensor3Add(Drp,Dsigp,1.,fac2_part);
   }
   fac2_part *= G0/(Gtan*Gtan);
-  STensorOperation::prodAdd(fac2_part,dGtandeps,1.,Jac_rs);
+  STensorOperation::prodAdd(fac2_part,dGtandeps,1.,Jac_rs);*/
 }
 
 void ReductionTFA::elasticStiffnessHom(STensor43& CelHom) const 
@@ -1751,7 +1864,7 @@ void ReductionTFA::dtangentShearModulusOveralldeps(const ClusteringData *q0, con
   dGHomdeps_s = dDsigMacroEqdeps;
   dGHomdeps_s *= 1./(3.*DmacroEpsEq);
   //dGHomdeps_s.print("dGHomdeps_s");
-  //dGHomdeps_s -= dDmacroEpsEqdeps*DmacroSigEq/(3.*DmacroEpsEq*DmacroEpsEq);
+  dGHomdeps_s -= dDmacroEpsEqdeps*DmacroSigEq*(1./(3.*DmacroEpsEq*DmacroEpsEq));
   }
 }
 
@@ -1889,23 +2002,15 @@ void ReductionTFA::getLinearTermWithFrame(int clusterId, const ClusteringData *q
       const STensor43 &Dij =  getClusterInteractionTensor(clusterId,jcl);
       const STensor3& epsEig0j = q0->getConstRefToEigenStrain(jcl);
       const STensor3& epsEig1j = q1->getConstRefToEigenStrain(jcl);
-      const STensor3& sigEig0j = q0->getConstRefToEigenStress(jcl);
-      const STensor3& sigEig1j = q1->getConstRefToEigenStress(jcl);
-      //STensorOperation::multSTensor43STensor3Add(Dij,epsEig1j,1.,resTen);
-      //STensorOperation::multSTensor43STensor3Add(Dij,epsEig0j,-1.,resTen);
-      STensorOperation::multSTensor43STensor3Add(Dij,sigEig1j,-1.,resTen);
-      STensorOperation::multSTensor43STensor3Add(Dij,sigEig0j,1.,resTen);
+      STensorOperation::multSTensor43STensor3Add(Dij,epsEig1j,1.,resTen);
+      STensorOperation::multSTensor43STensor3Add(Dij,epsEig0j,-1.,resTen);
     };
     const STensor43 &Di0 =  getClusterInteractionTensor(clusterId,nbClusters);
     const STensor3& epsEig0Frame = q0->getConstRefToFrameEigenStrain();
     const STensor3& epsEig1Frame = q1->getConstRefToFrameEigenStrain();
-    const STensor3& sigEig0Frame = q0->getConstRefToFrameEigenStress();
-    const STensor3& sigEig1Frame = q1->getConstRefToFrameEigenStress();
 
-    //STensorOperation::multSTensor43STensor3Add(Di0,epsEig1Frame,1.,resTen);
-    //STensorOperation::multSTensor43STensor3Add(Di0,epsEig0Frame,-1.,resTen);
-    STensorOperation::multSTensor43STensor3Add(Di0,sigEig1Frame,-1.,resTen);
-    STensorOperation::multSTensor43STensor3Add(Di0,sigEig0Frame,1.,resTen);
+    STensorOperation::multSTensor43STensor3Add(Di0,epsEig1Frame,1.,resTen);
+    STensorOperation::multSTensor43STensor3Add(Di0,epsEig0Frame,-1.,resTen);
   }
   STensorOperation::fromSTensor3ToFullVector(resTen,res);
 };
@@ -1991,9 +2096,7 @@ void ReductionTFA::getBiLinearTermWithFrame(int clusterId, const ClusteringData
     STensorOperation::zero(J_iK); 
     const STensor43 &Di0 =  getClusterInteractionTensor(clusterId,nbClusters);
     const STensor43& depsEig1FramedepsFrame = q1->getConstRefToFramedEigenStraindStrain();
-    const STensor43& dsigEig1FramedepsFrame = q1->getConstRefToFramedEigenStressdStrain();
-    //STensorOperation::multSTensor43(Di0,depsEig1FramedepsFrame,J_iK);
-    STensorOperation::multSTensor43(Di0,dsigEig1FramedepsFrame,J_iK);
+    STensorOperation::multSTensor43(Di0,depsEig1FramedepsFrame,J_iK);
     J_iK *= -1.;
     const STensor43 &Aeli = getClusterAverageStrainConcentrationTensor(clusterId);
     J_iK.axpy(-1.,Aeli);
@@ -2014,7 +2117,6 @@ void ReductionTFA::getBiLinearTermWithFrame(int clusterId, const ClusteringData
 IncrementalTangentTFA::IncrementalTangentTFA(int solverType, int dim, int correction, bool withFrame, bool polarization, int tag): ReductionTFA(solverType, dim, correction, withFrame, polarization, tag){}
 IncrementalTangentTFA::~IncrementalTangentTFA(){}
 
-
 void IncrementalTangentTFA::localConstitutive(const STensor3& F0, const STensor3& Fn, const ClusteringData *q0,  ClusteringData *q1)
 {
   int nbClusters = _clusteringData->getTotalNumberOfClusters();
@@ -2030,12 +2132,6 @@ void IncrementalTangentTFA::localConstitutive(const STensor3& F0, const STensor3
   eps1(0,0) -= 1.;
   eps1(1,1) -= 1.;
   eps1(2,2) -= 1.;
-  
-  STensor3 Deps(Fn);
-  Deps -= F0;
-  
-  double vtot;
-  vtot = totalVolume();
     
   // local constitutive behavior
   static STensor3 Isecond(1.);
@@ -2050,9 +2146,7 @@ void IncrementalTangentTFA::localConstitutive(const STensor3& F0, const STensor3
     STensor3& P1i = q1->getRefToStress(icl);
     STensor43& Tangenti = q1->getRefToTangent(icl);
     STensor43& depsEig1depsi = q1->getRefTodEigenStraindStrain(icl);
-    STensor43& dsigEig1depsi = q1->getRefTodEigenStressdStrain(icl);
     STensor3& epsEig1i = q1->getRefToEigenStrain(icl);
-    STensor3& sigEig1i = q1->getRefToEigenStress(icl);
     //
     const IPVariable* ipv0i = q0->getConstRefToIPv(icl);
     IPVariable* ipv1i = q1->getRefToIPv(icl);
@@ -2067,77 +2161,21 @@ void IncrementalTangentTFA::localConstitutive(const STensor3& F0, const STensor3
       law->constitutiveTFA(F0i,F1i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
     }
     
-    /*const STensor43 &Aelistd = getClusterStrainConcentrationStDTensor(icl);
+    /*STensor3 Deps(Fn);
+    Deps -= F0;
+    const STensor43 &Aelistd = getClusterStrainConcentrationStDTensor(icl);
     const double &aelistd = getClusterStrainConcentrationStDScalar(icl);
+    //Msg::Info("ASTD %.16g", aelistd);
     STensor3 epsi_std,F1i_max,F1i_min;
-    STensorOperation::multSTensor43STensor3(Aelistd,Deps,epsi_std);
-    epsi_std *= 2.;
-    //epsi_std = 2.*aelistd*Deps;
+    //STensorOperation::multSTensor43STensor3(Aelistd,Deps,epsi_std);
+    //epsi_std *= 2.;
+    epsi_std = 2.*aelistd*Deps;
     F1i_max = F1i;
     F1i_max += epsi_std;  
     F1i_min = F1i;
     F1i_min -= epsi_std;
     law->constitutiveTFA_corr(F0i,F1i,F1i_min,F1i_max,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);*/
-   
-    STensor43 Celi;
-    STensorOperation::zero(Celi);
-    law->ElasticStiffness(&Celi);
-    STensorOperation::multSTensor43STensor3(Celi,epsEig1i,sigEig1i);
-    sigEig1i *= -1.;
-    STensorOperation::multSTensor43(Celi,depsEig1depsi,dsigEig1depsi);
-    dsigEig1depsi *= -1.;
   }
-  
-  STensor3& PHom = q1->getRefToMacroStress();
-  q1->computeHomogenizedStress(PHom);
-  STensor43 CelHom, SelHom;
-  elasticStiffnessHom(CelHom);
-  STensorOperation::inverseSTensor43(CelHom,SelHom);
-
-  STensor3 eps_unloadHom; 
-  STensor3& eps_resHom = q1->getRefToMacroResidualStrain();
-  STensorOperation::multSTensor43STensor3(SelHom,PHom,eps_unloadHom);
-  const STensor3& epsHom = q1->getConstRefToMacroStrain();
-  eps_resHom = epsHom;
-  eps_resHom -= eps_unloadHom; 
-    
-  STensor43 Ifourth(1.,1.);
-  
-  for (int icl =0; icl < nbClusters; icl++)
-  {
-    const STensor3 eps1i = q1->getConstRefToStrain(icl);
-    const STensor3 P1i = q1->getConstRefToStress(icl);
-    const materialLaw *law = getLawForCluster(icl); 
-    STensor43 Celi,Seli;
-    law->ElasticStiffness(&Celi);
-    STensorOperation::inverseSTensor43(Celi,Seli);
-    const STensor43 &Aeli = getClusterAverageStrainConcentrationTensor(icl);
-   
-    double vfi = clusterVolume(icl);
-    vfi *= (1./vtot);
-    
-    STensor3 eps_unloadi;
-    STensorOperation::multSTensor43STensor3(Aeli,eps_unloadHom,eps_unloadi);   
-    STensor3& sigRes1i = q1->getRefToResidualStress(icl);
-    sigRes1i = P1i;
-    STensorOperation::multSTensor43STensor3Add(Celi,eps_unloadi,-1.,sigRes1i);
-    
-    STensor43& dsigRes1depsi = q1->getRefTodResidualStressdStrain(icl);
-    const STensor43 Calgi = q1->getConstRefToTangent(icl);
-    STensor43 prod3i;
-    STensorOperation::mult3xSTensor43(Aeli,SelHom,Calgi,prod3i);
-    
-    dsigRes1depsi = Calgi;
-    STensorOperation::multSTensor43Add(Celi,prod3i,-vfi,dsigRes1depsi);
-    
-    STensor3& sigEff1i = q1->getRefToEffectiveStress(icl);
-    STensor3 sigApp1i;
-    sigApp1i = PHom;
-    sigApp1i -= vfi*P1i;
-    sigApp1i *= (1./(1.-vfi));
-    sigEff1i = P1i;
-    sigEff1i -= sigApp1i;
-  }  
 };
 
 //////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////
@@ -2163,16 +2201,16 @@ void IncrementalTangentTFAWithFrame::localConstitutive(const STensor3& F0, const
   static STensor3 Isecond(1.);
   
   STensor3& epsEig1Frame = q1->getRefToFrameEigenStrain();
-  STensor3& sigEig1Frame = q1->getRefToFrameEigenStress();
   const STensor3& eps1Frame = q1->getConstRefToFrameStrain();
   STensor43& depsEig1FramedepsFrame = q1->getRefToFramedEigenStraindStrain();
-  STensor43& dsigEig1FramedepsFrame = q1->getRefToFramedEigenStressdStrain();
   
   static STensor43 Ifourth(1.,1.);
 
   double vtot;
   vtot = totalVolume();
   
+  STensor3 sig1Frame;
+  
   for (int icl =0; icl < nbClusters; icl++)
   {
     const materialLaw *law = getLawForCluster(icl); 
@@ -2184,34 +2222,20 @@ void IncrementalTangentTFAWithFrame::localConstitutive(const STensor3& F0, const
     STensor3& P1i = q1->getRefToStress(icl);
     STensor43& Tangenti = q1->getRefToTangent(icl);
     STensor43& depsEig1depsi = q1->getRefTodEigenStraindStrain(icl);
-    STensor43& dsigEig1depsi = q1->getRefTodEigenStressdStrain(icl);
     STensor3& epsEig1i = q1->getRefToEigenStrain(icl);
-    STensor3& sigEig1i = q1->getRefToEigenStress(icl);
     //
     const IPVariable* ipv0i = q0->getConstRefToIPv(icl);
     IPVariable* ipv1i = q1->getRefToIPv(icl);
     law->constitutiveTFA(F0i,F1i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
-    
-    static STensor43 Celi;
-    STensorOperation::zero(Celi);
-    law->ElasticStiffness(&Celi);
-    STensorOperation::multSTensor43STensor3(Celi,epsEig1i,sigEig1i);
-    sigEig1i *= -1.;
-    STensorOperation::multSTensor43(Celi,depsEig1depsi,dsigEig1depsi);
-    dsigEig1depsi *= -1.;
   }
-  q1->computeHomogenizedStress(sigEig1Frame);
+  q1->computeHomogenizedStrain(epsEig1Frame);
+  q1->computeHomogenizedStress(sig1Frame);
   STensor43 CelHom, SelHom, CsecHom, SsecHom;
   elasticStiffnessHom(CelHom);
   STensorOperation::inverseSTensor43(CelHom,SelHom);
   secantStiffnessHom(q0,q1,CsecHom);
   STensorOperation::inverseSTensor43(CsecHom,SsecHom);
-  STensorOperation::multSTensor43STensor3Add(CsecHom,eps1Frame,-1.,sigEig1Frame);
-  STensorOperation::multSTensor43STensor3(SelHom,sigEig1Frame,epsEig1Frame);
-  epsEig1Frame *= -1.;
-  
-  dsigEig1FramedepsFrame = CsecHom;
-  dsigEig1FramedepsFrame *= -1.;
+  STensorOperation::multSTensor43STensor3Add(SsecHom,sig1Frame,-1.,epsEig1Frame);
   depsEig1FramedepsFrame = SsecHom;
 };
 
@@ -2252,10 +2276,8 @@ void IncrementalTangentTFAPolarization::localConstitutive(const STensor3& F0, co
   
   const STensor3& P0hom = q0->getConstRefToMacroStress();
   const STensor3& epsEigMacro0 = q0->getConstRefToMacroEigenStrain();
-  const STensor3& sigEigMacro0 = q0->getConstRefToMacroEigenStress();
   STensor3& Phom = q1->getRefToMacroStress();
-  STensor3& epsEigMacro = q1->getRefToMacroEigenStrain();  
-  STensor3& sigEigMacro = q1->getRefToMacroEigenStress();
+  STensor3& epsEigMacro = q1->getRefToMacroEigenStrain();
   
   STensor3 PtrHom; 
   elasticTotalTrialStressHom(q1,PtrHom);
@@ -2276,60 +2298,55 @@ void IncrementalTangentTFAPolarization::localConstitutive(const STensor3& F0, co
     STensor3& P1i = q1->getRefToStress(icl);
     STensor43& Tangenti = q1->getRefToTangent(icl);
     STensor43& depsEig1depsi = q1->getRefTodEigenStraindStrain(icl);
-    STensor43& dsigEig1depsi = q1->getRefTodEigenStressdStrain(icl);
     STensor3& epsEig1i = q1->getRefToEigenStrain(icl);
-    STensor3& sigEig1i = q1->getRefToEigenStress(icl);
-    STensor3& epsResi = q1->getRefToResidualStrain(icl);
-    STensor3& sigResi = q1->getRefToResidualStress(icl);
     //
     const IPVariable* ipv0i = q0->getConstRefToIPv(icl);
     IPVariable* ipv1i = q1->getRefToIPv(icl);
     STensor43& Secanti = q1->getRefToSecant(icl);    
-    law->constitutiveTFA(F0i,F1i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
-    
-    STensor43 Celi;
-    STensorOperation::zero(Celi);
-    law->ElasticStiffness(&Celi);
-    STensorOperation::multSTensor43STensor3(Celi,epsEig1i,sigEig1i);
-    sigEig1i *= -1.;
-    STensorOperation::multSTensor43(Celi,depsEig1depsi,dsigEig1depsi);
-    dsigEig1depsi *= -1.; 
+    if(_clusterIncOri)
+    {
+      const fullVector<double>& euler_i = getClusterMeanFiberOrientation(icl);
+      law->constitutiveTFA_incOri(F0i,F1i,euler_i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
+    }
+    else
+    {
+      law->constitutiveTFA(F0i,F1i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
+    }
   }
   
-  STensor3 DPhom,DepsEigMacro,DsigEigMacro;
-  double sigEqHom,DsigEqHom,DsigEigEqHom,DepsEigEqHom;
+  STensor3 DPhom,DepsEigMacro;
+  double sigEqHom,DsigEqHom;
+  double DepsEigEqHom;
   
   q1->computeHomogenizedStress(Phom);
-  sigEqHom = TFANumericTools::EquivalentStress(Phom);
+  //sigEqHom = TFANumericTools::EquivalentStress(Phom);
   DPhom = Phom;
   DPhom -= P0hom;
   DsigEqHom = TFANumericTools::EquivalentStress(DPhom);
 
-  sigEigMacro = Phom;
-  sigEigMacro -= PtrHom;
-  DsigEigMacro = sigEigMacro;
-  DsigEigMacro -= sigEigMacro0;
-  DsigEigEqHom = TFANumericTools::EquivalentStress(DsigEigMacro);
-  
-  STensor43 SelHom;
-  STensorOperation::inverseSTensor43(C0,SelHom);
-  STensorOperation::multSTensor43STensor3(SelHom,sigEigMacro,epsEigMacro);
-  epsEigMacro *= -1.;
-  DepsEigMacro = epsEigMacro;
-  DepsEigMacro -= epsEigMacro0;
-  DepsEigEqHom = TFANumericTools::EquivalentStrain(DepsEigMacro);
+  //STensor3 sigEigMacro;
+  //sigEigMacro = Phom;
+  //sigEigMacro -= PtrHom;
+  
+  //STensor43 SelHom;
+  //STensorOperation::inverseSTensor43(C0,SelHom);
+  //STensorOperation::multSTensor43STensor3(SelHom,sigEigMacro,epsEigMacro);
+  //epsEigMacro *= -1.;
+  //DepsEigMacro = epsEigMacro;
+  //DepsEigMacro -= epsEigMacro0;
+  //DepsEigEqHom = TFANumericTools::EquivalentStrain(DepsEigMacro);
   
   double& Gel = q1->getRefToElasticShearModulus();
   Gel = G0;
   double& Gtan = q1->getRefToTangentShearModulus();
   Gtan = G0;
-  double Geig(0.), keig(0.);
   if(DepsEq>1.e-10)
   {
-    DepsEigEqHom = DepsEq - DsigEqHom/(3.*G0);
-    Gtan *= (1.-DepsEigEqHom/DepsEq);
-    Geig = -1.*DsigEigEqHom/(3.*DepsEq);
+    //DepsEigEqHom = DepsEq - DsigEqHom/(3.*G0);
+    //Gtan *= (1.-DepsEigEqHom/DepsEq);
+    Gtan = DsigEqHom/(3.*DepsEq);
   }
+  if(Gtan < 5){Gtan=5;};
   
   STensor43& Ciso = q1->getRefToIsotropicStiffness();
   STensor43& Ciso_inv = q1->getRefToIsotropicStiffnessInverted();
@@ -2342,91 +2359,1312 @@ void IncrementalTangentTFAPolarization::localConstitutive(const STensor3& F0, co
   
   //STensor43& Caniso = q1->getRefToAnisotropicStiffness();
   //STensor43& Caniso_inv = q1->getRefToAnisotropicStiffnessInverted();
-  
-  /*double vtot;
-  vtot = totalVolume();
-  
-  STensor43 CtanHom;
-  fullMatrix<double> J_matrix(6*nbClusters,6*nbClusters),J_matrix_inv(6*nbClusters,6*nbClusters);  
-  fullMatrix<double> Ctan_matrix(6,6*nbClusters);  
-  fullMatrix<double> CtanHom_matrix(6,6);  
-  for (int r=0; r < nbClusters; r++)
+};
+
+
+HierarchicalReductionTFA::HierarchicalReductionTFA(int solverType, int dim, int correction, bool withFrame, bool polarization, int tag): 
+                                                                     ReductionTFA(solverType, dim, 0, false, polarization, tag), _sysHierarchical(NULL) {}
+                                                                     
+HierarchicalReductionTFA::~HierarchicalReductionTFA()
+{
+  if (_ownClusteringData)
   {
-    for (int s=0; s < nbClusters; s++)
+    _ownClusteringData = false;
+    if (_clusteringData != NULL)
     {
-      double vfs = clusterVolume(s);
-      vfs *= 1./vtot;
-      
-      STensor43 J_rs;
-      fullMatrix<double> J_rs_matrix(6,6);
-      fullMatrix<double> C_tan_s_matrix(6,6);
-      if(r==s)
-      {
-        STensorOperation::unity(J_rs);
-      }
-      else
-      {
-        STensorOperation::zero(J_rs);
-      }
-      STensor43 fac;
-      const STensor43& Ctans = q1->getConstRefToTangent(s);
-      //fac = G0/Gtan*Ctans;
-      
-      STensor43 prefac;
-      STensorOperation::multSTensor43(C0,Caniso_inv,prefac);
-      STensorOperation::multSTensor43(prefac,Ctans,fac);
-      fac -= C0;
-
-      const STensor43 &Drs =  getClusterInteractionTensor(r,s);
-      const STensor43 &Diso_rs =  getClusterInteractionTensorIso(r,s);
-          
-      STensorOperation::multSTensor43Add(Drs,fac,-1.,J_rs);
-      STensorOperation::fromSTensor43ToFullMatrix(J_rs,J_rs_matrix);
-      STensorOperation::fromSTensor43ToFullMatrix(Ctans,C_tan_s_matrix);
-      for(int k=0; k<6; k++)
-      {
-        for(int l=0; l<6; l++)
-        {
-          J_matrix.set(r*6+k,s*6+l,J_rs_matrix(k,l));
-          Ctan_matrix.set(k,s*6+l,vfs*C_tan_s_matrix(k,l));
-        }
-      }
+      delete _clusteringData; _clusteringData = NULL;
     }
   }
-  bool isInverted = J_matrix.invert(J_matrix_inv);
+  if (_sys != NULL)
+  {
+    delete _sys;
+    _sys = NULL;
+  }
+  if (_sysHierarchical != NULL)
+  {
+    delete _sysHierarchical;
+    _sysHierarchical = NULL;
+  }
+  if (!(_sysLevel1.empty()))
+  {
+    _sysLevel1.clear();
+  }
+  if (!(_unknownLevel1.empty()))
+  {
+    _unknownLevel1.clear();
+  }
+  if (!(_fixedDofLevel1.empty()))
+  {
+    _fixedDofLevel1.clear();
+  }
+  _correction = false;
+  _withFrame = false;
+  _polarization = false;
+  _clusterIncOri = false;
+}
+
+void HierarchicalReductionTFA::initializeClusterTFAMaterialMapLevel0(const std::map<int,materialLaw*> &maplawLv0, int tfaLawID)
+{
+  std::map<int,materialLaw*>::const_iterator itLawTFA = maplawLv0.find(tfaLawID);
+  materialLaw* lawTFA = itLawTFA->second->getNonLinearSolverMaterialLaw();
+
+  std::map<int,materialLaw*> mapTFALawLv0;
   
-  fullMatrix<double> A_matrix(6*nbClusters,6);
-  for (int r=0; r < nbClusters; r++)
+  const std::map<int, int>& _matlawnb = _clusteringData->getClusterMaterialMap();
+  for(std::map<int,int>::const_iterator itcluster=_matlawnb.begin(); itcluster!=_matlawnb.end(); itcluster++)
   {
-    fullMatrix<double> J_matrix_inv_sum_s(6,6);
-    for (int s=0; s < nbClusters; s++)
-    {
-      for(int k=0; k<6; k++)
+    int clusternb=itcluster->first;
+    int matlawnb=itcluster->second;
+    _matlawptr.insert(std::pair<int, const materialLaw*>(clusternb,lawTFA));
+  }  
+}
+
+void HierarchicalReductionTFA::initializeClusterMaterialMapLevel1(const std::map<int,materialLaw*> &maplawLv0)
+{
+  const std::map<int,std::map<int, int>>& _matlawnbLv1 = _clusteringData->getClusterMaterialMapLevel1();
+  for(std::map<int,std::map<int, int>>::const_iterator itLv0=_matlawnbLv1.begin(); itLv0!=_matlawnbLv1.end(); itLv0++)
+  {
+    int clusterLv0=itLv0->first;
+    std::map<int, int> matlawnbOnLv1 = itLv0->second;
+    
+    std::map<int, const materialLaw*>& matlawptrOnLevel1 = _matlawptrLevel1[clusterLv0];
+    
+    for(std::map<int, int>::const_iterator itLv1=matlawnbOnLv1.begin(); itLv1!=matlawnbOnLv1.end(); itLv1++)
+    { 
+      int clusterLv1=itLv1->first;      
+      int matlawnb=itLv1->second;      
+      bool findlaw=false;
+      for(std::map<int,materialLaw*>::const_iterator itLaws = maplawLv0.begin(); itLaws != maplawLv0.end(); ++itLaws)
       {
-        for(int l=0; l<6; l++)
-        {
-          J_matrix_inv_sum_s(k,l) += J_matrix_inv(r*6+k,s*6+l);
+        int numLaw = itLaws->first;
+        if(numLaw == matlawnb){
+          findlaw=true;
+          itLaws->second->initLaws(maplawLv0);
+          matlawptrOnLevel1.insert(std::pair<int, const materialLaw*>(clusterLv1,itLaws->second->getConstNonLinearSolverMaterialLaw()));
+          break;
         }
       }
+      if(!findlaw) Msg::Error("The law is not initialize for cluster level 0, level 1: %d, %d, and material law number %d",clusterLv0,clusterLv1,matlawnb);
+    }    
+  }
+}
+
+const materialLaw* HierarchicalReductionTFA::getMaterialLaw(std::vector<int> clIDsHierarchical) const
+{
+  int level = clIDsHierarchical.size();
+  
+  if(level == 1)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    std::map<int, const materialLaw*>::const_iterator itMat =  _matlawptr.find(clLv0);
+    if (itMat == _matlawptr.end())
+    {
+      Msg::Error("material is not found for cluster %d", clLv0);
+      Msg::Exit(0);
     }
-    for(int k=0; k<6; k++)
+    else
     {
-      for(int l=0; l<6; l++)
-      {
-        A_matrix(6*r+k,l) = J_matrix_inv_sum_s(k,l);
-      }
+      return itMat->second;
     }
+    return NULL;
   }
-  Ctan_matrix.mult(A_matrix,CtanHom_matrix);
-  STensorOperation::fromFullMatrixToSTensor43(CtanHom_matrix,CtanHom);
-  
-  //STensor43& Ceig = q1->getRefToEigenStiffness();
-  //Ceig = 3.*keig*Ivol;
-  //Ceig += 2.*Geig*Idev;
-  
-  //Caniso = C0;
-  //Caniso += Ceig;
-  Caniso = CtanHom;
-  STensorOperation::inverseSTensor43(Caniso,Caniso_inv);*/
+  else if(level == 2)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    int clLv1 = clIDsHierarchical[1];
+    
+    std::map<int,std::map<int, const materialLaw*>>::const_iterator itLv0 = _matlawptrLevel1.find(clLv0);
+    std::map<int, const materialLaw*> _matlawptrOnLevel1;
+    if (itLv0 == _matlawptrLevel1.end())
+    {
+      Msg::Error("material is not found for cluster level 0: %d,%d", clLv0);
+      Msg::Exit(0);
+    }
+    else
+    {
+      _matlawptrOnLevel1 = itLv0->second;
+    }
+    std::map<int, const materialLaw*>::const_iterator itMatLv1 = _matlawptrOnLevel1.find(clLv1);
+    if (itMatLv1 == _matlawptrOnLevel1.end())
+    {
+      Msg::Error("material is not found for cluster level 0, level 1: %d,%d", clLv0,clLv1);
+      Msg::Exit(0);
+    }
+    else
+    {
+      return itMatLv1->second;
+    }
+  }
+  return NULL;
+};
 
+
+
+const materialLaw* HierarchicalReductionTFA::getLawForCluster(std::vector<int> clIDsHierarchical) const
+{
+  int level = clIDsHierarchical.size();
+  if(level == 1)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    std::map<int,const materialLaw *>::const_iterator itMat=_matlawptr.find(clLv0);
+    #ifdef _DEBUG    
+    if (itMat == _matlawptr.end())
+    {
+      Msg::Error("material is not found for cluster %d", clLv0);
+      Msg::Exit(0);
+    }    
+    #endif
+    return itMat->second;
+  }
+  else if(level == 2)
+  {
+    int clLv0 = clIDsHierarchical[0];
+    int clLv1 = clIDsHierarchical[1];
+    
+    std::map<int,std::map<int, const materialLaw*>>::const_iterator itLv0 = _matlawptrLevel1.find(clLv0);
+    std::map<int, const materialLaw*> _matlawptrOnLevel1;
+    if (itLv0 == _matlawptrLevel1.end())
+    {
+      Msg::Error("material is not found for cluster level 0: %d,%d", clLv0);
+      Msg::Exit(0);
+    }
+    else
+    {
+      _matlawptrOnLevel1 = itLv0->second;
+    }
+    std::map<int, const materialLaw*>::const_iterator itMatLv1 = _matlawptrOnLevel1.find(clLv1);
+    #ifdef _DEBUG
+    if (itMatLv1 == _matlawptrOnLevel1.end())
+    {
+      Msg::Error("material is not found for cluster level 0, level 1: %d,%d", clLv0,clLv1);
+      Msg::Exit(0);
+    }
+    #endif
+    return itMatLv1->second;
+  }
+};
+
+
+
+
+void HierarchicalReductionTFA::evaluate(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const ClusteringData *q0,       // array of initial internal variable
+            const std::map<int,ClusteringData*> q0Level1,
+            ClusteringData *q1,             // updated array of internal variable (in ipvcur on output),
+            std::map<int,ClusteringData*> q1Level1,
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,          // if true compute the tangents
+            STensor43* elasticTangent)
+{
+  _nbLevels = _clusteringData->getNumberOfLevels();
+  int maxIter = 150;
+  double tol = 1e-6;
+  double absTol = 1e-12;
+  bool messageActive=false;
+  bool ok = false;
+  if(_nbLevels == 1)
+  {
+    ok =  systemSolve(F0, Fn, q0, q1, P, stiff, Tangent, maxIter, tol, absTol, messageActive);
+  }
+  else if(_nbLevels == 2)
+  {
+    ok =  systemSolveHierarchical(F0, Fn, q0, q0Level1, q1, q1Level1, P, stiff, Tangent, maxIter, tol, absTol, messageActive);
+  }   
+  //else if ....           
+  if (!ok)
+  {
+    // to force sub-stepping at macroscopic solver
+    P(0,0) = P(1,1) = P(2,2) = sqrt(-1);
+  };
 };
+
+bool HierarchicalReductionTFA::systemSolveHierarchical(const STensor3& F0, const STensor3& F1,
+                                                       const ClusteringData *q0,       // array of initial internal variable
+                                                       const std::map<int,ClusteringData*> q0Level1,
+                                                       ClusteringData *q1,             // updated array of internal variable (in ipvcur on output),
+                                                       std::map<int,ClusteringData*> q1Level1,
+                                                       STensor3& P, bool stiff, STensor43& L, 
+                                                       int maxIter, double tol, double absTol, 
+                                                       bool messageActive)
+{
+  if (!_isInitialized)
+  {
+    initSolve(q0,q1,_sys);
+  };
+  
+  // zero solution first
+  initialZeroSolution(_sys);
+  setInitialState(F0,F1);
+  updateFieldFromUnknown(q0,q1);
+  //estimate strains at each clusters and evaluate constitutive relation
+
+  //localConstitutive(F0,F1,q0,q1);
+  STensor3& epsMacro1 = q1->getRefToMacroStrain();
+  for  (int i=0; i<3; i++)
+  {
+    for (int j=0; j<3; j++)
+    {
+      epsMacro1(i,j) = (F1(i,j)+F1(j,i))*0.5;
+    }
+  }
+  epsMacro1(0,0) -= 1.;
+  epsMacro1(1,1) -= 1.;
+  epsMacro1(2,2) -= 1.;
+  
+  int nbClLv0 = _clusteringData->getTotalNumberOfClusters();
+  
+  _level = 0;
+  
+  static STensor3 Isecond(1.);
+  
+  STensor3 Deps(F1);
+  Deps -= F0;
+  
+  for(std::map<int,ClusteringData*>::const_iterator itLv0=q0Level1.begin(); itLv0!=q0Level1.end(); itLv0++)
+  {
+    _level=1;
+    int clLv0 = itLv0->first;
+    std::vector<int> clIDsHierarchical;
+    clIDsHierarchical.push_back(clLv0);
+    
+    STensor3 Depsi_lv0;
+    const STensor43 &Ai_lv0 = getClusterAverageStrainConcentrationTensorHierarchical(clIDsHierarchical);
+    STensorOperation::multSTensor43STensor3(Ai_lv0,Deps,Depsi_lv0);
+    
+    const STensor3& eps0i_lv0 = q0->getConstRefToStrain(clLv0);
+    STensor3& eps1i_lv0 = q1->getRefToStrain(clLv0);
+    eps1i_lv0 = eps0i_lv0;
+    eps1i_lv0 += Depsi_lv0;
+    
+    STensor3 FMacro0_lv1(eps0i_lv0);
+    FMacro0_lv1 += Isecond;
+    STensor3 FMacro1_lv1(eps1i_lv0);
+    FMacro1_lv1 += Isecond;
+           
+    ClusteringData* q0_lv1 = itLv0->second;
+    ClusteringData* q1_lv1 = q1Level1[clLv0];
+    
+    q0_lv1->getRefToMacroStrain() = eps0i_lv0;    
+    q1_lv1->getRefToMacroStrain() = eps1i_lv0;
+    
+    STensor3& PMacro1_lv1 = q1->getRefToStress(clLv0);
+    STensor43& TangentMacro_lv1 = q1->getRefToTangent(clLv0);
+    STensor43& elasticTangenti_lv0 = q1_lv1->getRefToMacroElasticTangent();
+    elasticStiffnessHomHierarchical(clIDsHierarchical, elasticTangenti_lv0);
+    STensor43 elasticCompliancei_lv0;
+    STensorOperation::inverseSTensor43(elasticTangenti_lv0,elasticCompliancei_lv0);
+        
+    bool ok =  systemSolveBottomLevel(FMacro0_lv1, FMacro1_lv1, q0_lv1, q1_lv1, PMacro1_lv1, stiff, TangentMacro_lv1, maxIter, tol, absTol, messageActive);
+    q1_lv1->getRefToMacroStress() = PMacro1_lv1;
+    q1_lv1->getRefToMacroTangent() = TangentMacro_lv1;
+    
+    STensor3& epsEig1i_lv0 = q1->getRefToEigenStrain(clLv0);
+    STensor43& depsEig1depsi_lv0 = q1->getRefTodEigenStraindStrain(clLv0);
+    epsEig1i_lv0 = eps1i_lv0;
+    STensorOperation::multSTensor43STensor3Add(elasticCompliancei_lv0,PMacro1_lv1,-1.,epsEig1i_lv0);
+    STensorOperation::unity(depsEig1depsi_lv0);
+    STensorOperation::multSTensor43Add(elasticCompliancei_lv0,TangentMacro_lv1,-1.,depsEig1depsi_lv0);
+  }
+
+  if (messageActive)
+  {
+    F1.print("------------------------");
+  }
+  int iter = 0;
+  bool converged = true;
+  bool stiffnessEstimated = false;
+  double norm0 = -1;
+  double t = Cpu();
+  while (true)
+  {    //
+    assembleRes(q0,q1);
+    //
+    double resNorm = normInfRightHandSide(_sys);
+    //printf("resNorm0000000 = %.4e\n",resNorm);
+    if (iter == 0)
+    {
+      norm0 = resNorm;
+    }
+    if (messageActive)
+    {
+      printf("iter: %d res = %e reltol %e\n",iter,resNorm,resNorm/norm0);
+    }
+    if (STensorOperation::isnan(resNorm))
+    {
+      converged = false;
+      Msg::Warning("norm is nan, solve is not converge!!!");
+      break;
+    }
+    //
+    if (resNorm < absTol)
+    {
+      if (messageActive)
+      {
+        printf("converged by absolute tolerance = %.4e\n",absTol);
+      }
+      break;
+    };
+    if (resNorm > tol*norm0)
+    {
+      stiffnessEstimated = true;
+      assembleDresDu(q0,q1);
+      int isSolved =  systemSolve(_sys);
+      if (isSolved==0)
+      {
+        if (messageActive)
+        {
+          printf("solver is not successful !!!\n");
+        }
+        converged = false;
+        break;
+      }
+      updateFieldFromUnknown(q0,q1);
+      
+      // instead of calling local constitutive for the subdomains, a TFA system for the sub-subdomains is solved in each subdomain  //
+      // variables on level 0 follow from TFA homogenization procedure on level 1 //
+      //localConstitutiveLevel0(F0,F1,q0,q1);      
+      for(std::map<int,ClusteringData*>::const_iterator itLv0=q0Level1.begin(); itLv0!=q0Level1.end(); itLv0++)
+      {
+        _level=1;
+        int clLv0 = itLv0->first;
+        
+        std::vector<int> clIDsHierarchical;
+        clIDsHierarchical.push_back(clLv0);
+        
+        const STensor3& eps0i_lv0 = q0->getConstRefToStrain(clLv0);
+        const STensor3& eps1i_lv0 = q1->getConstRefToStrain(clLv0);
+        
+        STensor3 FMacro0_lv1 = eps0i_lv0;
+        FMacro0_lv1 += Isecond;
+        STensor3 FMacro1_lv1 = eps1i_lv0;
+        FMacro1_lv1 += Isecond;
+    
+        ClusteringData* q0_lv1 = itLv0->second;
+        ClusteringData* q1_lv1 = q1Level1[clLv0];
+    
+        q0_lv1->getRefToMacroStrain() = eps0i_lv0;    
+        q1_lv1->getRefToMacroStrain() = eps1i_lv0;
+    
+        STensor3& PMacro1_lv1 = q1->getRefToStress(clLv0);
+        STensor43& TangentMacro_lv1 = q1->getRefToTangent(clLv0);
+        const STensor43& elasticTangenti_lv0 = q1_lv1->getConstRefToMacroElasticTangent();
+        STensor43 elasticCompliancei_lv0;
+        STensorOperation::inverseSTensor43(elasticTangenti_lv0,elasticCompliancei_lv0);
+        
+        bool ok =  systemSolveBottomLevel(FMacro0_lv1, FMacro1_lv1, q0_lv1, q1_lv1, PMacro1_lv1, stiff, TangentMacro_lv1, maxIter, tol, absTol, messageActive);
+        q1_lv1->getRefToMacroStress() = PMacro1_lv1;
+        q1_lv1->getRefToMacroTangent() = TangentMacro_lv1;
+    
+        STensor3& epsEig1i_lv0 = q1->getRefToEigenStrain(clLv0);
+        STensor43& depsEig1depsi_lv0 = q1->getRefTodEigenStraindStrain(clLv0);
+        epsEig1i_lv0 = eps1i_lv0;
+        STensorOperation::multSTensor43STensor3Add(elasticCompliancei_lv0,PMacro1_lv1,-1.,epsEig1i_lv0);
+        STensorOperation::unity(depsEig1depsi_lv0);
+        STensorOperation::multSTensor43Add(elasticCompliancei_lv0,TangentMacro_lv1,-1.,depsEig1depsi_lv0);
+      }
+    }
+    else
+    {
+      if (messageActive)
+      {
+        printf("converged by relative tolerance = %.4e, execution time = %.5f s\n",tol,Cpu()-t);
+      }
+      break;
+    }
+
+    iter++;
+    if (iter > maxIter)
+    {
+      converged = false;
+      Msg::Warning("maximum number of iterations is reached, solve is not converge!!!");
+      F1.print("Fcur");
+      break;
+    };
+  };
+  //printf("it = %d \n",iter);
+
+  if (converged)
+  {
+    // get Stress
+    q1->computeHomogenizedStress(P);
+    STensor3& PHom = q1->getRefToMacroStress();
+    PHom = P;
+    
+    if (stiff)
+    {
+      if (!stiffnessEstimated)
+      {
+        assembleDresDu(q0,q1);
+      }
+      bool succ = tangentSolve(_sys,_unknown,q0,q1,L);
+      q1->getRefToMacroTangent() = L;
+    }
+    //
+    return true;
+  }
+  else
+  {
+    return false;
+  }
+};
+
+void HierarchicalReductionTFA::assembleResHierarchical(const ClusteringData *q0,  const ClusteringData *q1)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  
+  //std::map<Dof, int> unknownLocal;  
+  //int nbUpperLevels = clHostIDs.size();
+  //if(nbUpperLevels == 1)
+  //{
+    //int clLv0 = clHostIDs[0];
+    //unknownLocal = _unknownLevel1[clLv0];
+    //nonLinearSystemPETSc<double>* &sysLocal = _sysLevel1[clLv0];
+  //}
+  //else
+  //{
+    //Msg::Error("Function assembleResHierarchical not yet implemented for more than two levels !!!");
+  //}
+
+  zeroRHS(_sysHierarchical);
+  //zeroRHS(sysLocal);
+  int nbClusters = q0->clustersNb;
+  static fullVector<double> r;
+  
+  for (int icl = 0; icl < nbClusters; icl++)
+  {
+    getLinearTermHierarchical(icl,q0,q1,r);
+    std::vector<Dof> R;
+    getKeys(icl,R);
+    for (int j=0; j<R.size(); j++)
+    {
+      std::map<Dof,int>::iterator it =  _unknownHierarchical.find(R[j]);
+      //std::map<Dof,int>::iterator it =  unknownLocal.find(R[j]);
+      if (it != _unknownHierarchical.end())
+      //if (it != unknownLocal.end())
+      {
+        int row = it->second;
+        addToRHS(row,r(j),_sysHierarchical);
+        //addToRHS(row,r(j),sysLocal);
+      }
+    }
+  }
+};
+void HierarchicalReductionTFA::assembleDresDuHierarchical(const ClusteringData *q0,  const ClusteringData *q1)
+{
+  //Msg::Info("calling assembleDresDuHierarchical");
+  
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  
+  //std::map<Dof, int> unknownLocal; 
+  //int nbUpperLevels = clHostIDs.size();
+  //if(nbUpperLevels == 1)
+  //{
+    //int clLv0 = clHostIDs[0];
+    //fixedDofLocal = _fixedDofLevel1[clLv0];
+    //unknownLocal = _unknownLevel1[clLv0];
+    //nonLinearSystemPETSc<double>* &sysLocal = _sysLevel1[clLv0];
+  //}
+  //else
+  //{
+    //Msg::Error("Function assembleDresDuHierarchical not yet implemented for more than two levels !!!");
+  //}
+    
+  zeroMatrix(_sysHierarchical);
+  //zeroMatrix(sysLocal);
+  int nbClusters = q0->clustersNb;
+  static fullMatrix<double> Ke;
+  std::vector<int> othersId;
+    
+  for (int icl = 0; icl < nbClusters; icl++)
+  {
+    getBiLinearTermHierarchical(icl,q0,q1,othersId,Ke);
+    //Ke.print("Ke");
+    //
+    std::vector<Dof> R, C;
+    getKeys(icl,R);
+    for (int jcl=0; jcl< othersId.size(); jcl++)
+    {
+      getKeys(othersId[jcl],C);
+    }
+    for (int iR=0; iR < R.size(); iR++)
+    {
+      std::map<Dof,int>::iterator itR =  _unknownHierarchical.find(R[iR]);
+      //std::map<Dof,int>::iterator itR =  unknownLocal.find(R[iR]);
+      if (itR != _unknownHierarchical.end())
+      //if (itR != unknownLocal.end())
+      {
+        int row = itR->second;
+        for (int iC =0; iC < C.size(); iC++)
+        {
+          std::map<Dof,int>::iterator itC =  _unknownHierarchical.find(C[iC]);
+          //std::map<Dof,int>::iterator itC =  unknownLocal.find(C[iC]);
+          if (itC != _unknownHierarchical.end())
+          //if (itC != unknownLocal.end())
+          {
+            int col = itC->second;
+            addToMatrix(row,col,Ke(iR,iC),_sysHierarchical);
+            //addToMatrix(row,col,Ke(iR,iC),sysLocal);
+          }
+        }
+      }
+    }
+  }
+};
+
+void HierarchicalReductionTFA::updateFieldFromUnknownHierarchical(const ClusteringData *q0,  ClusteringData *q1)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  //nonLinearSystemPETSc<double>* sysLocal;
+  //std::map<Dof, int> unknownLocal;
+  //std::map<Dof, double> fixedDofLocal;
+  
+  //int nbUpperLevels = clHostIDs.size();
+  //if(nbUpperLevels == 1)
+  //{
+    //int clLv0 = clHostIDs[0];
+    //fixedDofLocal = _fixedDofLevel1[clLv0];
+    //unknownLocal = _unknownLevel1[clLv0];
+    //sysLocal = _sysLevel1[clLv0];
+  //}
+  //else
+  //{
+    //Msg::Error("Function updateFieldFromUnknownHierarchical not yet implemented for more than two levels !!!");
+  //}
+
+  int nbClusters = q0->clustersNb;
+  for (int icl = 0; icl < nbClusters; icl++)
+  {
+    std::vector<Dof> R;
+    getKeys(icl,R);
+    int Rsize = R.size();
+    fullVector<double> val(Rsize);
+    for (int j=0; j< Rsize; j++)
+    {
+      std::map<Dof,int>::iterator itR =  _unknownHierarchical.find(R[j]);
+      //std::map<Dof,int>::iterator itR =  unknownLocal.find(R[j]);
+      if (itR != _unknownHierarchical.end())
+      //if (itR != unknownLocal.end())
+      {
+        int row = itR->second;
+        val(j) = getFromSolution(row,_sysHierarchical);
+        //val(j) = getFromSolution(row,sysLocal);
+      }
+      else
+      {
+        val(j) = _fixedDofHierarchical[R[j]];
+        //val(j) = fixedDofLocal[R[j]];
+      }
+    }
+    updateLocalFieldFromDof(icl,val,q0,q1);
+  };
+};
+
+
+nonLinearSystemPETSc<double>*& HierarchicalReductionTFA::getRefToNLSystem(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int, nonLinearSystemPETSc<double>*>::iterator NLsystemFind = _sysLevel1.find(clLv0);    
+    return NLsystemFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getRefToNLSystem not yet implemented for more than two levels !!!");
+  }
+}
+
+const bool& HierarchicalReductionTFA::getConstRefToInitialized(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int, bool>::const_iterator isInitializedFind = _isInitializedLevel1.find(clLv0);    
+    return isInitializedFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getConstRefToInitialized not yet implemented for more than two levels !!!");
+  }
+}
+
+bool& HierarchicalReductionTFA::getRefToInitialized(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int, bool>::iterator isInitializedFind = _isInitializedLevel1.find(clLv0);    
+    return isInitializedFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getRefToInitialized not yet implemented for more than two levels !!!");
+  }
+}
+
+std::map<Dof, int>& HierarchicalReductionTFA::getRefToUnknown(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int,std::map<Dof, int>>::iterator unknownFind = _unknownLevel1.find(clLv0);    
+    return unknownFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getRefToUnknown not yet implemented for more than two levels !!!");
+  }
+}
+
+const std::map<Dof, double>& HierarchicalReductionTFA::getConstRefToFixedDof(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int,std::map<Dof, double>>::iterator fixedDofFind = _fixedDofLevel1.find(clLv0);    
+    return fixedDofFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getConstRefToFixedDof not yet implemented for more than two levels !!!");
+  }
+}
+
+std::map<Dof, double>& HierarchicalReductionTFA::getRefToFixedDof(std::vector<int> clHostIDs)
+{
+  int nbUpperLevels = clHostIDs.size();
+  if(nbUpperLevels == 1)
+  {
+    int clLv0 = clHostIDs[0];
+    std::map<int,std::map<Dof, double>>::iterator fixedDofFind = _fixedDofLevel1.find(clLv0);    
+    return fixedDofFind->second;
+  }
+  else
+  {
+    Msg::Error("Function getRefToFixedDof not yet implemented for more than two levels !!!");
+  }
+}
+
+
+bool HierarchicalReductionTFA::systemSolveBottomLevel(const STensor3& F0, const STensor3& F1,
+                                                      const ClusteringData* q0, ClusteringData* q1, 
+                                                      STensor3& P, bool stiff, STensor43& L, 
+                                                      int maxIter, double tol, double absTol, 
+                                                      bool messageActive)
+{
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+  //nonLinearSystemPETSc<double>* sysLocal = getRefToNLSystem(clHostIDs);
+  //std::map<Dof, int>& unknownLocal = getRefToUnknown(clHostIDs);
+  //const bool& isInitializedLocal = getConstRefToInitialized(clHostIDs);
+  //if(!isInitializedLocal)
+  //{
+    //sysLocal = NULL;
+    //initSolveHierarchical(q0,q1,sysLocal);
+  //}
+
+  initSolveHierarchical(q0,q1,_sysHierarchical);
+  initialZeroSolution(_sysHierarchical);
+  //initialZeroSolution(sysLocal);
+  setInitialStateHierarchical(q0,F0,F1);
+  updateFieldFromUnknownHierarchical(q0,q1);
+  localConstitutive(F0,F1,q0,q1);
+
+  if (messageActive)
+  {
+    F1.print("------------------------");
+  }
+  int iter = 0;
+  bool converged = true;
+  bool stiffnessEstimated = false;
+  double norm0 = -1;
+  double t = Cpu();
+  while (true)
+  {
+    assembleResHierarchical(q0,q1);
+    //
+    double resNorm = normInfRightHandSide(_sysHierarchical);
+    //double resNorm = normInfRightHandSide(sysLocal);
+    //printf("resNorm0000000 = %.4e\n",resNorm);
+    if (iter == 0)
+    {
+      norm0 = resNorm;
+    }
+    if (messageActive)
+    {
+      printf("iter: %d res = %e reltol %e\n",iter,resNorm,resNorm/norm0);
+    }
+    if (STensorOperation::isnan(resNorm))
+    {
+      converged = false;
+      Msg::Warning("norm is nan, solve is not converge!!!");
+      break;
+    }
+    //
+    if (resNorm < absTol)
+    {
+      if (messageActive)
+      {
+        printf("converged by absolute tolerance = %.4e\n",absTol);
+      }
+      break;
+    };
+    if (resNorm > tol*norm0)
+    {
+      stiffnessEstimated = true;
+      assembleDresDuHierarchical(q0,q1);
+      int isSolved =  systemSolve(_sysHierarchical);
+      //int isSolved =  systemSolve(sysLocal);
+      if (isSolved==0)
+      {
+        if (messageActive)
+        {
+          printf("solver is not successful !!!\n");
+        }
+        converged = false;
+        break;
+      }
+      updateFieldFromUnknownHierarchical(q0,q1);
+      // constitutive
+      localConstitutive(F0,F1,q0,q1);
+    }
+    else
+    {
+      if (messageActive)
+      {
+        printf("converged by relative tolerance = %.4e, execution time = %.5f s\n",tol,Cpu()-t);
+      }
+      break;
+    }
+
+    iter++;
+    if (iter > maxIter)
+    {
+      converged = false;
+      Msg::Warning("maximum number of iterations is reached, solve is not converge!!!");
+      F1.print("Fcur");
+      break;
+    };
+  };
+  //printf("it = %d \n",iter);
+
+  if (converged)
+  {
+    // get Stress
+    q1->computeHomogenizedStress(P);
+    STensor3& PHom = q1->getRefToMacroStress();
+    PHom = P;
+    //STensor43& CtanHom = q1->getRefToMacroTangent();
+    if (stiff)
+    {
+      if (!stiffnessEstimated)
+      {
+        assembleDresDuHierarchical(q0,q1);
+      }
+      bool succ = tangentSolve(_sysHierarchical,_unknownHierarchical,q0,q1,L);
+      //bool succ = tangentSolve(sysLocal,unknownLocal,q0,q1,L);
+    }
+    //
+    return true;
+  }
+  else
+  {
+    return false;
+  }
+};
+
+void HierarchicalReductionTFA::initSolveHierarchical(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  //std::map<Dof, int>& unknownLocal = getRefToUnknown(clHostIDs);
+  //bool& isInitializedLocal = getRefToInitialized(clHostIDs);
+  //isInitializedLocal = true;
+
+  fixDofsHierarchical(q0);
+  numberDofHierarchical(q0);
+  //allocate system
+  int numR = _unknownHierarchical.size();
+  //int numR = unknownLocal.size();
+  //
+  createSystem(numR,NLsystem);
+  preallocateSystemHierarchical(q0,q1,NLsystem);
+  //printf("done initializing, size of unknowns = %d \n",numR);
+};
+
+void HierarchicalReductionTFA::fixDofsHierarchical(const ClusteringData *q0)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+
+  //std::map<Dof, double> fixedDofLocalSet;
+
+  if (getDim() == 2)
+  {
+    _fixedDofHierarchical.clear();
+    int nbClusters = q0->clustersNb;
+    for (int clusterId=0; clusterId< nbClusters; clusterId++)
+    {
+      _fixedDofHierarchical[Dof(clusterId, Dof::createTypeWithTwoInts(2,_tag))] = 0.;
+      _fixedDofHierarchical[Dof(clusterId, Dof::createTypeWithTwoInts(4,_tag))] = 0.;
+      _fixedDofHierarchical[Dof(clusterId, Dof::createTypeWithTwoInts(5,_tag))] = 0.;
+      //fixedDofLocalSet[Dof(clusterId, Dof::createTypeWithTwoInts(2,_tag))] = 0.;
+      //fixedDofLocalSet[Dof(clusterId, Dof::createTypeWithTwoInts(4,_tag))] = 0.;
+      //fixedDofLocalSet[Dof(clusterId, Dof::createTypeWithTwoInts(5,_tag))] = 0.;
+    }
+  }
+  
+  //int nbUpperLevels = clHostIDs.size();
+  //if(nbUpperLevels == 1)
+  //{
+    //int clLv0 = clHostIDs[0];
+    //_fixedDofLevel1[clLv0] = fixedDofLocalSet;
+  //}
+  //else
+  //{
+    //Msg::Error("Function fixDofsHierarchical not yet implemented for more than two levels !!!");
+  //}  
+};
+void HierarchicalReductionTFA::numberDofHierarchical(const ClusteringData *q0)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  int nbUpperLevels = clHostIDs.size();
+  //std::map<Dof, int>& unknownLocal = getRefToUnknown(clHostIDs);
+  //std::map<Dof, int> unknownLocalSet;
+  //const std::map<Dof, double>& fixedDofLocal = getConstRefToFixedDof(clHostIDs);
+
+  _unknownHierarchical.clear();
+  //unknownLocalSet.clear();
+  int nbClusters = q0->clustersNb;
+  //Msg::Info("dof numbering, number of clusters = %d",nbClusters);
+  for (int icl =0; icl < nbClusters; icl ++)
+  {
+    std::vector<Dof> R;
+    getKeys(icl,R);
+    for (int j=0; j< R.size(); j++)
+    {
+      Dof& key = R[j];
+      if (_fixedDofHierarchical.find(key) == _fixedDofHierarchical.end())
+      //if (fixedDofLocal.find(key) == fixedDofLocal.end())
+      {
+        if(_unknownHierarchical.find(key) == _unknownHierarchical.end())
+        //if(unknownLocal.find(key) == unknownLocal.end())
+        {
+          std::size_t size = _unknownHierarchical.size();
+          _unknownHierarchical[key] = size;
+          //std::size_t size = unknownLocal.size();
+          //unknownLocal[key] = size;
+        }
+      }
+    }
+  }
+  
+  //unknownLocal = unknownLocalSet;
+  
+  //Msg::Info("done dof numbering, _fixedDofHierarchical = %d number of DOFS = %d",_fixedDofHierarchical.size(),_unknownHierarchical.size());
+};
+
+
+void HierarchicalReductionTFA::setInitialStateHierarchical(const ClusteringData *q0, const STensor3& F0, const STensor3& Fn)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  //nonLinearSystemPETSc<double>*& sysLocal = getRefToNLSystem(clHostIDs);
+  //std::map<Dof, int>& unknownLocal = getRefToUnknown(clHostIDs);
+
+  int nbClusters = q0->clustersNb;
+  for (int icl = 0; icl < nbClusters; icl++)
+  {
+    std::vector<Dof> R;
+    getKeys(icl,R);
+    int Rsize = R.size();
+    fullVector<double> val(Rsize);
+    
+    std::vector<int> clIDsHierarchical = q0->upperClusterIDs;
+    clIDsHierarchical.push_back(icl);    
+    getInitialDofValueHierarchical(clIDsHierarchical,F0,Fn,val);
+    
+    for (int j=0; j< Rsize; j++)
+    {
+      std::map<Dof,int>::iterator itR =  _unknownHierarchical.find(R[j]);
+      //std::map<Dof,int>::iterator itR =  unknownLocal.find(R[j]);
+      if (itR != _unknownHierarchical.end())
+      //if (itR != unknownLocal.end())
+      {
+        int row = itR->second;
+        addToSolution(row,val(j),_sysHierarchical);
+        //addToSolution(row,val(j),sysLocal);
+      }
+    }
+  }
+};
+void HierarchicalReductionTFA::getInitialDofValueHierarchical(std::vector<int> clIDsHierarchical, const STensor3& F0, const STensor3& Fn, fullVector<double>& val) const
+{
+  //val.resize(6,true); // set to zero  
+  STensor3 Deps;
+  Deps = Fn;
+  Deps -= F0;
+  const STensor43 &Ai = getClusterAverageStrainConcentrationTensorHierarchical(clIDsHierarchical);
+  static STensor3 temp;
+  STensorOperation::multSTensor43STensor3(Ai,Deps,temp);
+  STensorOperation::fromSTensor3ToFullVector(temp,val);
+};
+
+void HierarchicalReductionTFA::preallocateSystemHierarchical(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem)
+{
+  std::vector<int> clHostIDs;
+  clHostIDs = q0->upperClusterIDs;
+  std::map<Dof, int>& unknownLocal = getRefToUnknown(clHostIDs);
+
+  // spasiry 
+  if (NLsystem != NULL)
+  {
+    int nbClusters = q0->clustersNb;
+    for (int icl = 0; icl < nbClusters; icl++)
+    {
+      static fullMatrix<double> m;
+      std::vector<int> othersId;
+      getBiLinearTermHierarchical(icl,q0,q1, othersId, m);
+      //printf("Sizes %d x %d \n",m.size1(),m.size2());
+      std::vector<Dof> R, C;
+      getKeys(icl,R);
+      for (int jcl=0; jcl< othersId.size(); jcl++)
+      {
+        getKeys(othersId[jcl],C);
+      }
+      //
+      for (int iR=0; iR < R.size(); iR++)
+      {
+        std::map<Dof,int>::iterator itR =  _unknownHierarchical.find(R[iR]);
+        //std::map<Dof,int>::iterator itR =  unknownLocal.find(R[iR]);
+        if (itR != _unknownHierarchical.end())
+        //if (itR != unknownLocal.end())
+        {
+          int row = itR->second;
+          for (int iC =0; iC < C.size(); iC++)
+          {
+            std::map<Dof,int>::iterator itC =  _unknownHierarchical.find(C[iC]);
+            //std::map<Dof,int>::iterator itC =  unknownLocal.find(C[iC]);
+            if (itC != _unknownHierarchical.end())
+            //if (itC != unknownLocal.end())
+            {
+              int col = itC->second;
+              NLsystem->insertInSparsityPattern(row,col);
+            }
+          }
+        }
+      }
+    }
+  }
+}
+
+void HierarchicalReductionTFA::getLinearTermHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, fullVector<double>& res) const
+{
+  int nbClusters = q0->clustersNb;
+  
+  const STensor3& eps0i = q0->getConstRefToStrain(clusterId);
+  const STensor3& eps1i = q1->getConstRefToStrain(clusterId);
+  //
+  const STensor3& macroeps0 = q0->getConstRefToMacroStrain();
+  const STensor3& macroeps1 = q1->getConstRefToMacroStrain();
+  
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+  std::vector<int> clIDsHierarchical = clHostIDs;
+  clIDsHierarchical.push_back(clusterId);
+  
+  const STensor43 &Ai = getClusterAverageStrainConcentrationTensorHierarchical(clIDsHierarchical);
+  static STensor3 resTen;
+  resTen = eps1i;
+  resTen -= eps0i;
+  STensorOperation::multSTensor43STensor3Add(Ai,macroeps0,1.,resTen);
+  STensorOperation::multSTensor43STensor3Add(Ai,macroeps1,-1.,resTen);
+  
+  for (int jcl =0; jcl < nbClusters; jcl++)
+  {
+    const STensor43 &Dij =  getClusterInteractionTensorHierarchical(clHostIDs,clusterId,jcl);    
+    const STensor3& epsEig0j = q0->getConstRefToEigenStrain(jcl);
+    const STensor3& epsEig1j = q1->getConstRefToEigenStrain(jcl);   
+    STensorOperation::multSTensor43STensor3Add(Dij,epsEig1j,1.,resTen);
+    STensorOperation::multSTensor43STensor3Add(Dij,epsEig0j,-1.,resTen);    
+  };
+  STensorOperation::fromSTensor3ToFullVector(resTen,res);
+};
+
+void HierarchicalReductionTFA::getBiLinearTermHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, 
+                                                           std::vector<int>& othersId, fullMatrix<double>& dres) const 
+{
+  int nbClusters = q0->clustersNb;
+  
+  othersId.resize(nbClusters);
+  for (int j=0; j< nbClusters; j++)
+  {
+    othersId[j] = j;
+  }
+  dres.resize(6,6*nbClusters,true);
+  
+  double vtot;
+  vtot = totalVolume();  
+  for (int jcl=0; jcl< nbClusters; jcl++)
+  {
+    static STensor43 J_ij;
+    getJac_rsHierarchical(clusterId,jcl,q0,q1,J_ij);
+    static fullMatrix<double> J_ij_matrix;
+    STensorOperation::fromSTensor43ToFullMatrix(J_ij,J_ij_matrix);
+    for (int row=0; row<6; row++)
+    {
+      for (int col=0; col<6; col++)
+      {
+        dres(row, col+6*jcl) += J_ij_matrix(row,col);
+      }
+    }
+  }
+}
+
+void HierarchicalReductionTFA::getJac_rsHierarchical(int r, int s, const ClusteringData *q0,  const ClusteringData *q1, STensor43& Jac_rs) const 
+{
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+  
+  if (r==s)
+  {
+    STensorOperation::unity(Jac_rs);
+  }
+  else
+  {
+    STensorOperation::zero(Jac_rs);
+  }  
+  const STensor43 &Drs =  getClusterInteractionTensorHierarchical(clHostIDs,r,s);
+  const STensor43 &depsEig1dstrains =  q1->getConstRefTodEigenStraindStrain(s);
+  STensorOperation::multSTensor43Add(Drs,depsEig1dstrains,1.,Jac_rs);
+}
+
+void HierarchicalReductionTFA::getLinearTermPolarizationHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, fullVector<double>& res) const
+{
+  int nbClusters = q0->clustersNb;
+  
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+  std::vector<int> clIDsHierarchical = clHostIDs;
+  clIDsHierarchical.push_back(clusterId);
+  
+  const STensor3& eps1i = q1->getConstRefToStrain(clusterId);
+  const STensor3& eps0i = q0->getConstRefToStrain(clusterId);
+  
+  const STensor3& macroeps1 = q1->getConstRefToMacroStrain();
+  const STensor3& macroeps0 = q0->getConstRefToMacroStrain();
+  
+  double epsEq = TFANumericTools::EquivalentStrain(macroeps1);
+
+  static STensor3 resTen;  
+  resTen = eps1i;
+  resTen -= eps0i;
+  resTen -= macroeps1;
+  resTen += macroeps0;
+  
+  const STensor43& C0iso = _clusteringData->getReferenceStiffnessIso();
+  double G0 = C0iso(0,1,0,1);
+  const double& Gtan = q1->getConstRefToTangentShearModulus();
+  
+  for (int jcl =0; jcl < nbClusters; jcl++)
+  {
+    const STensor43 &Dij =  getClusterInteractionTensorHierarchical(clHostIDs,clusterId,jcl);    
+    
+    const STensor3& sig1j = q1->getConstRefToStress(jcl);
+    const STensor3& eps1j = q1->getConstRefToStrain(jcl);      
+    const STensor3& sig0j = q0->getConstRefToStress(jcl);
+    const STensor3& eps0j = q0->getConstRefToStrain(jcl);
+    
+    STensor3 dsigj(sig1j);
+    dsigj -= sig0j;
+    STensor3 depsj(eps1j);
+    depsj -= eps0j; 
+    
+    STensor3 fac;    
+    fac = dsigj;
+    fac *= G0/Gtan;
+    STensorOperation::multSTensor43STensor3Add(C0iso,depsj,-1.,fac);
+         
+    STensorOperation::multSTensor43STensor3Add(Dij,fac,-1.,resTen);          
+  }
+  STensorOperation::fromSTensor3ToFullVector(resTen,res);
+};
+void HierarchicalReductionTFA::getBiLinearTermPolarizationHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, std::vector<int>& othersId, fullMatrix<double>& dres)
+const 
+{
+  int nbClusters = q0->clustersNb;
+  othersId.resize(nbClusters);
+  for (int j=0; j< nbClusters; j++)
+  {
+    othersId[j] = j;
+  }
+  dres.resize(6,6*nbClusters,true);
+  
+  double vtot;
+  vtot = totalVolume();
+  
+  for (int jcl=0; jcl< nbClusters; jcl++)
+  {
+    static STensor43 J_ij;
+    getJacPolarization_rsHierarchical(clusterId,jcl,q0,q1,J_ij);
+    static fullMatrix<double> J_ij_matrix;
+    STensorOperation::fromSTensor43ToFullMatrix(J_ij,J_ij_matrix);
+    for (int row=0; row<6; row++)
+    {
+      for (int col=0; col<6; col++)
+      {
+        dres(row, col+6*jcl) += J_ij_matrix(row,col);
+      }
+    }
+  }
+}
+void HierarchicalReductionTFA::getJacPolarization_rsHierarchical(int r, int s, const ClusteringData *q0,  const ClusteringData *q1, STensor43& Jac_rs) const 
+{
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+
+  if (r==s)
+  {
+    STensorOperation::unity(Jac_rs);
+  }
+  else
+  {
+    STensorOperation::zero(Jac_rs);
+  }
+  
+  const STensor3& macroeps1 = q1->getConstRefToMacroStrain(); 
+  double epsEq = TFANumericTools::EquivalentStrain(macroeps1);
+  
+  const STensor43& C0iso = _clusteringData->getReferenceStiffnessIso();
+  double G0 = C0iso(0,1,0,1);
+  const double& Gtan = q1->getConstRefToTangentShearModulus(); 
+  const STensor43 &Drs =  getClusterInteractionTensorHierarchical(clHostIDs,r,s);
+  const STensor43 &Calgs = q1->getConstRefToTangent(s);
+  
+  const STensor3& sig1s = q1->getConstRefToStress(s);
+  const STensor3& sig0s = q0->getConstRefToStress(s);   
+  STensor3 dsigs(sig1s);
+  dsigs -= sig0s;
+   
+  STensor43 fac; 
+  fac = Calgs;
+  fac *= G0/Gtan;
+  fac -= C0iso;
+  
+  STensorOperation::multSTensor43Add(Drs,fac,-1.,Jac_rs);
+}
+
+void HierarchicalReductionTFA::elasticStiffnessHomHierarchical(std::vector<int> clIDsHierarchical, STensor43& CelHom) const
+{
+  int nbSubClusters = getNumberOfSubClusters(clIDsHierarchical);
+  int clLv0 = clIDsHierarchical[0];
+  
+  const std::map<int,std::map<int,double>>& cluterVolumeMapLv1 = _clusteringData->getClusterVolumeMapLevel1();
+  std::map<int,std::map<int,double>>::const_iterator itcLv0 = cluterVolumeMapLv1.find(clLv0);
+  const std::map<int,double>& cluterVolumeMapOnLv1 = itcLv0->second;
+
+  STensorOperation::zero(CelHom);
+  double vtot;
+  vtot = 0.;
+  for (int itCl =0; itCl < nbSubClusters; itCl++)
+  {    
+    std::map<int,double>::const_iterator itVolLv1 = cluterVolumeMapOnLv1.find(itCl);
+    double vi = itVolLv1->second;    
+    vtot += vi;
+    std::vector<int> clIDsHierarchical;
+    clIDsHierarchical.push_back(clLv0);
+    clIDsHierarchical.push_back(itCl);
+    const materialLaw *law = getLawForCluster(clIDsHierarchical); 
+    STensor43 Celi;
+    STensorOperation::zero(Celi);
+    law->ElasticStiffness(&Celi);
+    const STensor43 &Aeli = getClusterAverageStrainConcentrationTensorHierarchical(clIDsHierarchical);
+    STensorOperation::multSTensor43Add(Celi,Aeli,vi,CelHom);
+  }
+  CelHom *= (1./vtot);
+}
+
+void HierarchicalReductionTFA::loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName, 
+                                                                                      const std::string interactionTensorsFileName)
+{
+  _clusteringData->loadClusterSummaryLevel1FromFile(clusterSummaryFileName);
+  _clusteringData->loadInteractionTensorsLevel1FromFile(interactionTensorsFileName);
+}
+
+void HierarchicalReductionTFA::getAllClusterVolumesLevel1(std::map<int,std::vector<double>>&allVolumes) const {
+  std::map<int,std::vector<int>> allCl;
+  _clusteringData->getAllClusterIndicesLevel1(allCl);
+  const std::map<int,std::map<int,double>>& volumeMap = _clusteringData->getClusterVolumeMapLevel1();
+  
+  for (std::map<int, std::vector<int>>::const_iterator itLv0 = allCl.begin(); itLv0!= allCl.end(); itLv0++)
+  {
+    const std::vector<int>& allClLv1 = itLv0->second;
+    
+    std::vector<double>& allVolumesLv1 = allVolumes[itLv0->first];
+    allVolumesLv1.resize(allClLv1.size());
+    
+    std::map<int,std::map<int,double>>::const_iterator itVolumeMapLv1 = volumeMap.find(itLv0->first);
+    const std::map<int,double>& volumeMapLv1 = itVolumeMapLv1->second;
+    
+    for (int itLv1=0; itLv1 < allClLv1.size(); itLv1++)
+    {
+      int clusterLv1 = allClLv1[itLv1];
+      allVolumesLv1[itLv1] = (volumeMapLv1.find(clusterLv1))->second;
+    }
+  }
+}
+
+
+HierarchicalIncrementalTangentTFA::HierarchicalIncrementalTangentTFA(int solverType, int dim, int correction, bool withFrame, bool polarization, int tag): 
+                                                                     HierarchicalReductionTFA(solverType, dim, 0, false, false, tag){}
+HierarchicalIncrementalTangentTFA::~HierarchicalIncrementalTangentTFA(){}
+
+void HierarchicalIncrementalTangentTFA::localConstitutive(const STensor3& F0, const STensor3& Fn, const ClusteringData *q0,  ClusteringData *q1)
+{
+  int nbClusters = q0->clustersNb;
+  std::vector<int> clHostIDs = q0->upperClusterIDs;
+  std::vector<int> clIDs;
+  //
+  STensor3& eps1 = q1->getRefToMacroStrain();
+  for  (int i=0; i<3; i++)
+  {
+    for (int j=0; j<3; j++)
+    {
+      eps1(i,j) = (Fn(i,j)+Fn(j,i))*0.5;
+    }
+  }
+  eps1(0,0) -= 1.;
+  eps1(1,1) -= 1.;
+  eps1(2,2) -= 1.;
+    
+  // local constitutive behavior
+  static STensor3 Isecond(1.);
+  for (int icl =0; icl < nbClusters; icl++)
+  {
+    clIDs = clHostIDs;
+    clIDs.push_back(icl);
+    const materialLaw *law = getLawForCluster(clIDs); 
+    static STensor3 F0i, F1i;
+    F0i = q0->getConstRefToStrain(icl);
+    F1i = q1->getConstRefToStrain(icl);
+    F0i += Isecond;
+    F1i += Isecond;
+    STensor3& P1i = q1->getRefToStress(icl);
+    STensor43& Tangenti = q1->getRefToTangent(icl);
+    STensor43& depsEig1depsi = q1->getRefTodEigenStraindStrain(icl);
+    STensor3& epsEig1i = q1->getRefToEigenStrain(icl);
+    //
+    const IPVariable* ipv0i = q0->getConstRefToIPv(icl);
+    IPVariable* ipv1i = q1->getRefToIPv(icl);
+    
+    law->constitutiveTFA(F0i,F1i,P1i,ipv0i,ipv1i,Tangenti,epsEig1i,depsEig1depsi);
+  } 
+};
+
diff --git a/NonLinearSolver/modelReduction/modelReduction.h b/NonLinearSolver/modelReduction/modelReduction.h
index ca4d7918cdeb224f660abba045c80b31765c2304..d380eef553f2a574f27db19c80ce6db5798760f0 100644
--- a/NonLinearSolver/modelReduction/modelReduction.h
+++ b/NonLinearSolver/modelReduction/modelReduction.h
@@ -23,7 +23,8 @@ class nonLinearSystemPETSc;
 class modelReduction
 {
   public:
-    enum ReductionMethod{TFA_IncrementalTangent=0, TFA_IncrementalTangentWithFrame, TFA_IncrementalTangentPolarization};
+    enum ReductionMethod{TFA_IncrementalTangent=0, TFA_IncrementalTangentWithFrame, TFA_IncrementalTangentPolarization, 
+                         TFA_HierarchicalIncrementalTangent, TFA_HierarchicalIncrementalTangentMixed};
   #ifndef SWIG
   public:
     modelReduction(){}
@@ -38,7 +39,6 @@ class modelReduction
             STensor43 &Tangent,         // constitutive tangents (output)
             const bool stiff,          // if true compute the tangents
             STensor43* elasticTangent = NULL) = 0;
-            
   #endif //SWIG
 };
 
@@ -72,8 +72,7 @@ class ReductionTFA: public modelReduction
 
     void loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName,
                                                   const std::string PlasticEqStrainConcentrationGeometricFileName,
-                                                  const std::string PlasticEqStrainConcentrationHarmonicFileName,
-                                                  const std::string PlasticEqStrainConcentrationPowerFileName);
+                                                  const std::string PlasticEqStrainConcentrationHarmonicFileName);
 
     void loadInteractionTensorsMatrixFrameELFromFile(const std::string InteractionTensorsMatrixFrameELFileName);
     void loadInteractionTensorsHomogenizedFrameELFromFile(const std::string InteractionTensorsHomogenizedFrameELFileName);
@@ -97,8 +96,8 @@ class ReductionTFA: public modelReduction
     virtual ~ReductionTFA();
     //virtual bool withEnergyDissipation() const {return false;};
     virtual const materialLaw* getMaterialLaw(int cluster) const;
-    virtual void getAllClusterIndexes(std::vector<int>&allCl) const {_clusteringData->getAllClusterIndexes(allCl);}
-    virtual void getAllClusterVolumes(std::vector<double>&allCl) const;
+    virtual void getAllClusterIndices(std::vector<int>&allCl) const {_clusteringData->getAllClusterIndices(allCl);}
+    virtual void getAllClusterVolumes(std::vector<double>&allVolumes) const;
     virtual int getNumberOfClusters() const {return _clusteringData->getTotalNumberOfClusters();};
     virtual void initializeClusterMaterialMap(const std::map<int,materialLaw*> &maplaw);
     virtual modelReduction::ReductionMethod getMethod() const = 0;
@@ -110,8 +109,7 @@ class ReductionTFA: public modelReduction
             ClusteringData *q1,             // updated array of internal variable (in ipvcur on output),
             STensor43 &Tangent,         // constitutive tangents (output)
             const bool stiff,          // if true compute the tangents
-            STensor43* elasticTangent = NULL);
-            
+            STensor43* elasticTangent = NULL);           
             
   protected:
     nonLinearSystemPETSc<double>* _sys;
@@ -129,37 +127,37 @@ class ReductionTFA: public modelReduction
   protected:
     bool luSolve(fullMatrix<double>& A, const fullMatrix<double> &rhs, fullMatrix<double> &result);
     solverType getSolverType() const {return (solverType)_solverType;}
-    void createSystem(int nbR);
-    void initialZeroSolution();
-    void addToSolution(int row, double val);
-    void addToRHS(int row, double val);
-    void addToMatrix(int row, int cretuol, double val);
-    double getFromSolution(int row) const;
-    double normInfRightHandSide() const;
-    int systemSolve();
-    void zeroRHS();
-    void zeroMatrix();
-    void allocateMultipleRHS(int dim);
-    void zeroMultipleRHS();
-    void addToMultipleRHSMatrix(int row,int col,double val);
-    bool systemSolveMultipleRHS();
-    double getFromMultipleRHSSolution(int Nrow,int col) const;
+    void createSystem(int nbR, nonLinearSystemPETSc<double>* &NLsystem);
+    void initialZeroSolution(nonLinearSystemPETSc<double>* &NLsystem);
+    void addToSolution(int row, double val, nonLinearSystemPETSc<double>* &NLsystem);
+    void addToRHS(int row, double val, nonLinearSystemPETSc<double>* &NLsystem);
+    void addToMatrix(int row, int cretuol, double val, nonLinearSystemPETSc<double>* &NLsystem);
+    double getFromSolution(int row, nonLinearSystemPETSc<double>* &NLsystem) const;
+    double normInfRightHandSide(nonLinearSystemPETSc<double>* &NLsystem) const;
+    int systemSolve(nonLinearSystemPETSc<double>* &NLsystem);
+    void zeroRHS(nonLinearSystemPETSc<double>* &NLsystem);
+    void zeroMatrix(nonLinearSystemPETSc<double>* &NLsystem);
+    void allocateMultipleRHS(int dim, nonLinearSystemPETSc<double>* &NLsystem);
+    void zeroMultipleRHS(nonLinearSystemPETSc<double>* &NLsystem);
+    void addToMultipleRHSMatrix(int row,int col,double val, nonLinearSystemPETSc<double>* &NLsystem);
+    bool systemSolveMultipleRHS(nonLinearSystemPETSc<double>* &NLsystem);
+    double getFromMultipleRHSSolution(int Nrow,int col, nonLinearSystemPETSc<double>* &NLsystem) const;
     // function for system
   protected:
-    void initSolve(const ClusteringData *q0,  const ClusteringData *q1);
-    void preallocateSystem(const ClusteringData *q0,  const ClusteringData *q1);
+    void initSolve(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem);
+    void preallocateSystem(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem);
     void numberDof();
     void setInitialState(const STensor3& F0, const STensor3& Fn);
     void assembleRes(const ClusteringData *q0,  const ClusteringData *q1);
     void assembleDresDu(const ClusteringData *q0,  const ClusteringData *q1);
     void updateFieldFromUnknown(const ClusteringData *q0,  ClusteringData *q1);
     bool systemSolve(const STensor3& F0, const STensor3& Fn,
-                const ClusteringData *q0,  ClusteringData *q1,  
-                STensor3& P, bool stiff, STensor43& L, 
-                int maxIter, double tol, double absTol, 
-                bool messageActive=false);
+                     const ClusteringData *q0,  ClusteringData *q1,  
+                     STensor3& P, bool stiff, STensor43& L, 
+                     int maxIter, double tol, double absTol, 
+                     bool messageActive=false);
                 
-    bool tangentSolve(const ClusteringData *q0, const ClusteringData *q1, STensor43& L);
+    bool tangentSolve(nonLinearSystemPETSc<double>* &NLsystem, std::map<Dof,int> &unknowns, const ClusteringData *q0, const ClusteringData *q1, STensor43& L);
     
     virtual void localConstitutive(const STensor3& F0, const STensor3& Fn, const ClusteringData *q0,  ClusteringData *q1) = 0;
     virtual void fixDofs(); 
@@ -194,12 +192,16 @@ class ReductionTFA: public modelReduction
     virtual double clusterVolume(int r) const;
     
     // some functions
-    const STensor43& getClusterAverageStrainConcentrationTensor(int cl) const; // matrix A
-    const STensor43& getClusterInteractionTensor(int icl, int jcl) const; // matrix D
+    virtual const STensor43& getClusterAverageStrainConcentrationTensor(int cl) const; // matrix A
+    virtual const STensor43& getClusterInteractionTensor(int icl, int jcl) const; // matrix D
+    virtual const materialLaw* getLawForCluster(int cl) const;
+    
     const STensor43& getClusterStrainConcentrationStDTensor(int cl) const;
     const double& getClusterStrainConcentrationStDScalar(int cl) const;
     double getClusterNonUniformCorrection(int cl, const STensor3& macroeps0, const STensor3& macroeps) const;
-    const materialLaw* getLawForCluster(int cl) const;
+    
+    virtual const STensor43& getClusterAverageStrainConcentrationTensorHierarchical(std::vector<int> clIDsHierarchical) const; // matrix A
+    virtual const STensor43& getClusterInteractionTensorHierarchical(std::vector<int> clHostIDs, int icl, int jcl) const; // matrix D
     
     const STensor43& getClusterInteractionTensorIso(int icl, int jcl) const; // matrix Diso
     
@@ -245,4 +247,124 @@ class IncrementalTangentTFAPolarization : public ReductionTFA
   #endif // SWIG
 };
 
+
+
+
+class HierarchicalReductionTFA : public ReductionTFA
+{
+  #ifndef SWIG
+  protected:
+    std::map<int,std::map<int, const materialLaw*>> _matlawptrLevel1; //give the material law pointer for cluster on level 1
+  #endif
+  
+  protected:
+    int _nbLevels;
+    int _level;
+  
+  public:
+    HierarchicalReductionTFA(int solver, int dim, int correction=0, bool withFrame = false, bool polarization = false, int tag=1000);
+    void loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName, const std::string interactionTensorsFileName);
+  
+    #ifndef SWIG
+    virtual ~HierarchicalReductionTFA();
+    virtual void getAllClusterIndicesLevel1(std::map<int,std::vector<int>>& allCl) const {_clusteringData->getAllClusterIndicesLevel1(allCl);}
+    virtual void getAllClusterVolumesLevel1(std::map<int,std::vector<double>>&allVolumes) const;
+    virtual ReductionMethod getMethod() const {Msg::Error("getMethod() not implemented in HierarchicalReductionTFA");};
+    
+    virtual const materialLaw* getMaterialLaw(std::vector<int> clIDsHierarchical) const;
+    
+    virtual int getNumberOfLevels() const {return _clusteringData->getNumberOfLevels();};
+    virtual int getNumberOfSubClusters(std::vector<int> clHostIDs) const {return _clusteringData->getNumberOfSubClusters(clHostIDs);};
+    
+    virtual void initializeClusterTFAMaterialMapLevel0(const std::map<int,materialLaw*> &maplawLv0, int tfaLawID);
+    
+    //virtual void initializeClusterTFAMaterialMapLevel1(const std::map<int,materialLaw*> &maplawLv0); //in case of >2 levels    
+    virtual void initializeClusterMaterialMapLevel1(const std::map<int,materialLaw*> &maplawLv0);  //in case of 2 levels
+    
+    virtual void evaluate(
+            const STensor3& F0,         // initial deformation gradient (input @ time n)
+            const STensor3& Fn,         // updated deformation gradient (input @ time n+1)
+            STensor3 &P,                // updated 1st Piola-Kirchhoff stress tensor (output)
+            const ClusteringData *q0,       // array of initial internal variable
+            const std::map<int,ClusteringData*> q0Level1,
+            ClusteringData *q1,             // updated array of internal variable (in ipvcur on output),
+            std::map<int,ClusteringData*> q1Level1,
+            STensor43 &Tangent,         // constitutive tangents (output)
+            const bool stiff,          // if true compute the tangents
+            STensor43* elasticTangent = NULL);   
+    
+  protected:
+    nonLinearSystemPETSc<double>* _sysHierarchical;
+    std::map<Dof, int> _unknownHierarchical; // 
+    std::map<Dof, double> _fixedDofHierarchical;
+    
+    /// to implement: maps of the solution systems on level 1. For more levels, maps need to be extended by one dimension per level. ////
+    std::map<int, nonLinearSystemPETSc<double>*> _sysLevel1;
+    std::map<int,bool> _isInitializedLevel1;
+    std::map<int,std::map<Dof, int>> _unknownLevel1;
+    std::map<int,std::map<Dof, double>> _fixedDofLevel1;
+    
+    nonLinearSystemPETSc<double>*& getRefToNLSystem(std::vector<int> clHostIDs);
+    const bool& getConstRefToInitialized(std::vector<int> clHostIDs);
+    bool& getRefToInitialized(std::vector<int> clHostIDs);
+    std::map<Dof, int>& getRefToUnknown(std::vector<int> clHostIDs);
+    const std::map<Dof, double>& getConstRefToFixedDof(std::vector<int> clHostIDs);
+    std::map<Dof, double>& getRefToFixedDof(std::vector<int> clHostIDs);
+    
+    bool systemSolveHierarchical(const STensor3& F0, const STensor3& Fn,
+                     const ClusteringData *q0,       // array of initial internal variable
+                     const std::map<int,ClusteringData*> q0Level1,
+                     ClusteringData *q1,             // updated array of internal variable (in ipvcur on output),
+                     std::map<int,ClusteringData*> q1Level1,
+                     STensor3& P, bool stiff, STensor43& L, 
+                     int maxIter, double tol, double absTol, 
+                     bool messageActive=false);
+    
+    bool systemSolveBottomLevel(const STensor3& F0, const STensor3& Fn,
+                                const ClusteringData* q0,
+                                ClusteringData* q1,
+                                STensor3& P, bool stiff, STensor43& L, 
+                                int maxIter, double tol, double absTol, bool messageActive=false);
+                                                                  
+    void setInitialStateHierarchical(const ClusteringData *q0, const STensor3& F0, const STensor3& Fn);
+    virtual void getInitialDofValueHierarchical(std::vector<int> clIDsHierarchical, const STensor3& F0, const STensor3& Fn, fullVector<double>& val) const;
+    
+    virtual void getLinearTermHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, fullVector<double>& res) const;
+    virtual void getBiLinearTermHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, std::vector<int>& othersId, fullMatrix<double>& dres) const;
+    virtual void getJac_rsHierarchical(int r, int s, const ClusteringData *q0,  const ClusteringData *q1, STensor43& Jac_rs) const;
+    
+    virtual void getLinearTermPolarizationHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, fullVector<double>& res) const;
+    virtual void getBiLinearTermPolarizationHierarchical(int clusterId, const ClusteringData *q0,  const ClusteringData *q1, std::vector<int>& othersId, fullMatrix<double>& dres) const;
+    virtual void getJacPolarization_rsHierarchical(int r, int s, const ClusteringData *q0,  const ClusteringData *q1, STensor43& Jac_rs) const;
+        
+    void initSolveHierarchical(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem);
+    void preallocateSystemHierarchical(const ClusteringData *q0,  const ClusteringData *q1, nonLinearSystemPETSc<double>* &NLsystem);
+    virtual void fixDofsHierarchical(const ClusteringData *q0);
+    void numberDofHierarchical(const ClusteringData *q0);
+    
+    void assembleResHierarchical(const ClusteringData *q0,  const ClusteringData *q1);
+    void assembleDresDuHierarchical(const ClusteringData *q0,  const ClusteringData *q1);
+    void updateFieldFromUnknownHierarchical(const ClusteringData *q0,  ClusteringData *q1);
+        
+    virtual void elasticStiffnessHomHierarchical(std::vector<int> clIDsHierarchical, STensor43& CelHom) const;
+    
+    virtual const materialLaw* getLawForCluster(std::vector<int> clIDsHierarchical) const;
+    virtual void localConstitutive(const STensor3& F0, const STensor3& Fn, const ClusteringData *q0,  ClusteringData *q1)
+    {Msg::Error("localConstitutive not implemented in HierarchicalReductionTFA");};
+    #endif // SWIG
+};
+
+class HierarchicalIncrementalTangentTFA : public HierarchicalReductionTFA
+{
+  public:
+    HierarchicalIncrementalTangentTFA(int solverType, int dim, int correction, bool withFrame, bool polarization, int tag=1000);
+  #ifndef SWIG
+    virtual ~HierarchicalIncrementalTangentTFA();
+    virtual ReductionMethod getMethod() const {return modelReduction::TFA_HierarchicalIncrementalTangent;};
+
+  protected:
+    virtual void localConstitutive(const STensor3& F0, const STensor3& Fn, const ClusteringData *q0,  ClusteringData *q1);
+  #endif // SWIG
+};
+
 #endif //MODELREDUCTION_H_
diff --git a/dG3D/benchmarks/clustering/CMakeLists.txt b/dG3D/benchmarks/ClusteringHS_offlineElastic/CMakeLists.txt
similarity index 51%
rename from dG3D/benchmarks/clustering/CMakeLists.txt
rename to dG3D/benchmarks/ClusteringHS_offlineElastic/CMakeLists.txt
index 66c12dae72a47a3b2a3a270a9c6f2d9a1c3c62b2..25d9fae7be688f6dbf06344bb06919967b2ef13c 100644
--- a/dG3D/benchmarks/clustering/CMakeLists.txt
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/CMakeLists.txt
@@ -1,13 +1,15 @@
 # test file
 
-set(PYFILE run.py)
+set(PYFILE cube.py)
 
 set(FILES2DELETE 
+  cube.msh
+  disp*.msh
   *.csv
-  E_0_GP_0_out.txt
-  E_0_GP_0_*.msh
-  AllView_*.msh
-  Cluster*.msh
+  E_*
+  AllView*
+  Cluster*  
+  *.pyc
 )
 
 add_cm3python_test(${PYFILE} "${FILES2DELETE}")
diff --git a/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.geo b/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.geo
new file mode 100644
index 0000000000000000000000000000000000000000..98ee58590304512e593afa893d3dd020d1207073
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.geo
@@ -0,0 +1,79 @@
+//SetFactory("OpenCASCADE");
+
+//Fiber reinforced composite cross-section
+Mesh.SecondOrderLinear = 1;
+Geometry.AutoCoherence=1e-9;
+//defination of unit
+unit = 1.;
+//characteristic mesh size
+cl = 0.08*unit;
+clc = 0.2*unit;
+h_x = 1. * unit;
+h_y = 1. * unit;
+h_x0 = 0.000000 * unit;
+h_y0 = 0.000000 * unit;
+//h_z = 2.000000 * unit;
+
+A_tot = h_x*h_y;
+
+//radius = 7.1365 * unit;
+
+vfI = 0.3;
+radius = Sqrt(vfI*h_x*h_y/(3.14159265359));
+
+A_inc = 3.14159265359*radius*radius;
+
+Printf("vfI", A_inc/A_tot);
+
+//defination of fibers line Loop list in zone 0
+t=-1;
+p1 = newp; Point(p1) = { h_x/2, h_y/2, 0.0, clc};
+p2 = newp; Point(p2) = { h_x/2 - radius, h_y/2, 0.0, cl};
+p3 = newp; Point(p3) = { h_x/2, h_y/2 - radius, 0.0, cl};
+p4 = newp; Point(p4) = { h_x/2 + radius, h_y/2, 0.0, cl};
+p5 = newp; Point(p5) = { h_x/2, h_y/2 + radius, 0.0, cl};
+c1 = newreg; Circle(c1) = {p2,p1,p3};
+c2 = newreg; Circle(c2) = {p3,p1,p4};
+c3 = newreg; Circle(c3) = {p4,p1,p5};
+c4 = newreg; Circle(c4) = {p5,p1,p2};
+
+
+p6 = newp; Point(p6) = { h_x, h_y, 0.0, cl};
+p9 = newp; Point(p9) = { h_x0, h_y, 0.0, cl};
+p12 = newp; Point(p12) = { h_x, h_y0, 0.0, cl};
+p15 = newp; Point(p15) = { h_x0, h_y0, 0.0, cl};
+
+
+
+//defination of edge points and line
+
+l1 = newreg; Line(l1) = {p9,p15};
+l2 = newreg; Line(l2) = {p15,p12};
+l3 = newreg; Line(l3) = {p12,p6};
+l4 = newreg; Line(l4) = {p6,p9};
+
+
+Line Loop(1) = {c1,c2,c3,c4};
+
+Plane Surface(1) = {1};
+Line Loop(2) = {l1,l2,l3,l4,1,2,3,4};
+Plane Surface(2) = {2};
+
+Point{1} In Surface{1};
+Characteristic Length { 1 } = clc;
+
+Physical Surface(52) = {1};                   //{ 7 };
+Physical Surface(51) = {2};
+
+Physical Line(100) = {l1};
+Physical Line(110) = {l2};
+Physical Line(101) = {l3};
+Physical Line(111) = {l4};
+
+Physical Point(5)= {p6};
+Physical Point(7)= {p9};
+Physical Point(3)= {p12};
+Physical Point(1)= {p15};
+
+
+Coherence;
diff --git a/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.msh b/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.msh
new file mode 100644
index 0000000000000000000000000000000000000000..df4691773d1f34cbb736bc2ea2971d5b8bd8d61f
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/RVE_centerInc.msh
@@ -0,0 +1,990 @@
+$MeshFormat
+4.1 0 8
+$EndMeshFormat
+$Entities
+9 8 2 0
+1 0.5 0.5 0 0 
+2 0.1909806383814585 0.5 0 0 
+3 0.5 0.1909806383814585 0 0 
+4 0.8090193616185415 0.5 0 0 
+5 0.5 0.8090193616185415 0 0 
+6 1 1 0 1 5 
+7 0 1 0 1 7 
+8 1 0 0 1 3 
+9 0 0 0 1 1 
+1 0.1909806383814585 0.1909806383814585 0 0.5 0.5 0 0 2 2 -3 
+2 0.5 0.1909806383814585 0 0.8090193616185415 0.5 0 0 2 3 -4 
+3 0.5 0.5 0 0.8090193616185415 0.8090193616185415 0 0 2 4 -5 
+4 0.1909806383814585 0.5 0 0.5 0.8090193616185415 0 0 2 5 -2 
+5 0 0 0 0 1 0 1 100 2 7 -9 
+6 0 0 0 1 0 0 1 110 2 9 -8 
+7 1 0 0 1 1 0 1 101 2 8 -6 
+8 0 1 0 1 1 0 1 111 2 6 -7 
+1 0.1909806383814585 0.1909806383814585 0 0.8090193616185415 0.8090193616185415 0 1 52 4 1 2 3 4 
+2 0 0 0 1 1 0 1 51 8 5 6 7 8 1 2 3 4 
+$EndEntities
+$Nodes
+19 232 1 232
+0 1 0 1
+1
+0.5 0.5 0
+0 2 0 1
+2
+0.1909806383814585 0.5 0
+0 3 0 1
+3
+0.5 0.1909806383814585 0
+0 4 0 1
+4
+0.8090193616185415 0.5 0
+0 5 0 1
+5
+0.5 0.8090193616185415 0
+0 6 0 1
+6
+1 1 0
+0 7 0 1
+7
+0 1 0
+0 8 0 1
+8
+1 0 0
+0 9 0 1
+9
+0 0 0
+1 1 0 6
+10
+11
+12
+13
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+393 142 198 209 
+394 150 200 210 
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+396 67 121 198 
+397 43 124 199 
+398 55 122 200 
+399 64 65 222 
+400 76 77 224 
+401 52 53 221 
+402 40 41 223 
+403 6 70 217 
+404 69 6 217 
+405 57 8 218 
+406 8 58 218 
+407 7 34 219 
+408 81 7 219 
+409 45 9 220 
+410 9 46 220 
+411 65 66 201 
+412 53 54 203 
+413 77 78 202 
+414 41 42 204 
+415 78 197 202 
+416 42 199 204 
+417 66 198 201 
+418 54 200 203 
+419 181 178 224 
+420 183 180 223 
+421 182 177 222 
+422 184 179 221 
+423 165 166 215 
+424 167 168 214 
+425 171 172 213 
+426 169 170 216 
+427 197 146 202 
+428 199 154 204 
+429 198 142 201 
+430 200 150 203 
+431 156 159 232 
+432 152 160 231 
+433 148 157 230 
+434 144 158 229 
+435 166 156 232 
+436 170 152 231 
+437 168 148 230 
+438 172 144 229 
+439 72 73 205 
+440 36 37 206 
+441 60 61 207 
+442 48 49 208 
+443 189 69 217 
+444 190 57 218 
+445 191 81 219 
+446 192 45 220 
+447 138 64 222 
+448 140 52 221 
+449 137 76 224 
+450 139 40 223 
+451 70 185 217 
+452 58 186 218 
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+454 46 188 220 
+455 129 171 213 
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+458 131 165 215 
+459 185 189 217 
+460 186 190 218 
+461 187 191 219 
+462 188 192 220 
+463 198 121 209 
+464 200 122 210 
+465 197 123 211 
+466 199 124 212 
+$EndElements
diff --git a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/cube.geo b/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.geo
similarity index 100%
rename from dG3D/benchmarks/TFA_offline_onlineUniaxTension/cube.geo
rename to dG3D/benchmarks/ClusteringHS_offlineElastic/cube.geo
diff --git a/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.msh b/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.msh
new file mode 100644
index 0000000000000000000000000000000000000000..c5304c3a468013fd2680b2404704460b69d37b37
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.msh
@@ -0,0 +1,39 @@
+$MeshFormat
+3 0 8
+$EndMeshFormat
+$Entities
+4 4 1 0
+1 1 1 
+2 1 2 
+3 1 3 
+4 1 4 
+1 2 1 2 1 12 
+2 2 2 3 1 23 
+3 2 3 4 1 34 
+4 2 4 1 1 41 
+1 4 1 2 3 4 1 1234 
+$EndEntities
+$Nodes
+9
+1 0 0 0 0
+2 1 0 0 0
+3 1 1 0 0
+4 0 1 0 0
+5 0.4999999999986718 0 0 0
+6 1 0.4999999999986718 0 0
+7 0.5000000000013305 1 0 0
+8 0 0.5000000000013305 0 0
+9 0.5000000000000011 0.5000000000000011 0 0
+$EndNodes
+$Elements
+9
+9 10 1 9 1 2 3 4 5 6 7 8 9
+5 8 1 3 1 2 5
+6 8 2 3 2 3 6
+7 8 3 3 3 4 7
+8 8 4 3 4 1 8
+1 15 1 1 1
+2 15 2 1 2
+3 15 3 1 3
+4 15 4 1 4
+$EndElements
diff --git a/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.py b/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.py
new file mode 100644
index 0000000000000000000000000000000000000000..49b8d5c3d0b5b26689789fd2af258795fe871892
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/cube.py
@@ -0,0 +1,269 @@
+from gmshpy import *
+from dG3Dpy import*
+
+import os
+
+from stiffnessHom_py3 import ElasticConstantsTriclinicFromTangentCSV
+
+################################################################################ OFFLINE ##########################################################################
+
+# material law
+lawnum1 = 11 # unique number of law
+muEP = 3.0e3
+kEP = 10.0e3
+E = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nu = E/(2.*muEP)-1.
+rho = 7850e-9 # Bulk mass
+law1   = J2SmallStrainDG3DMaterialLaw(lawnum1,rho,E,nu,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum1,rho,E,nu)
+
+lawnum2 = 12 # unique number of law
+muCF = 6.0e3
+kCF = 20.0e3
+E2 = 9.*kCF*muCF/(3.*kCF+muCF)
+nu2 = E2/(2.*muCF)-1.
+law2   = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
+
+# geometry
+meshfile="RVE_centerInc.msh" # name of mesh file
+
+myfield1 = dG3DDomain(1000,51,0,lawnum1,0,2)
+myfield2 = dG3DDomain(1000,52,0,lawnum2,0,2)
+myfield1.stabilityParameters(1000)
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 1  # number of step (used only if soltype=1)
+ftime =1  # Final time (used only if soltype=1)
+tol=1.e-8  # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
+
+
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield1)
+mysolver.addMaterialLaw(law1)
+mysolver.addDomain(myfield2)
+mysolver.addMaterialLaw(law2)
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# micro solver without reestimating stiffness matrix
+system =3
+mysolver.setSystemType(system)
+mysolver.stiffnessModification(False)
+mysolver.setMessageView(True)
+
+
+microBC = nonLinearPeriodicBC(1000,2)
+microBC.setOrder(1)
+microBC.setBCPhysical(100,110,101,111)
+method =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
+degree = 6	# Order used for polynomial interpolation 
+addvertex = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+microBC.setPeriodicBCOptions(method, degree,False) 
+
+mysolver.addMicroBC(microBC)
+mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
+mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+cl = Clustering()
+cl.solveStrainConcentration(mysolver,1,1)
+
+#--------------------------Clustering----------------------------------
+
+#cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
+
+cl.setNumberOfClustersForMaterial(lawnum1,1)
+cl.setNumberOfClustersForMaterial(lawnum2,1)
+
+ok = cl.computeClustersElasticity(5) # min number of element in each cluster
+cl.saveAllView()
+cl.saveAllView(0)
+cl.saveAllView(1)
+cl.saveAllView(2)
+cl.saveFieldToView(Clustering.ClusterIndex)
+cl.saveFieldToView(Clustering.ClusterIndex,0)
+cl.saveFieldToView(Clustering.ClusterIndex,1)
+cl.saveFieldToView(Clustering.ClusterIndex,2)
+
+
+C00,C11,C22,C33,C44,C55,C01,C02,C03,C04,C05,C12,C13,C14,C15,C23,C24,C25,C34,C35,C45 = ElasticConstantsTriclinicFromTangentCSV()
+
+# compute interaction tensor
+law1Hom   = dG3DLinearElasticTriclinicMaterialLaw(lawnum1,rho,C00,C11,C22,C33,C44,C55,C01,C02,C03,C04,C05,C12,C13,C14,C15,C23,C24,C25,C34,C35,C45)
+law2Hom   = dG3DLinearElasticTriclinicMaterialLaw(lawnum2,rho,C00,C11,C22,C33,C44,C55,C01,C02,C03,C04,C05,C12,C13,C14,C15,C23,C24,C25,C34,C35,C45)
+
+myfield1Hom = dG3DDomain(1000,51,0,lawnum1,0,2)
+myfield2Hom = dG3DDomain(1000,52,0,lawnum2,0,2)
+
+mysolver2 = nonLinearMechSolver(1001)
+mysolver2.loadModel(meshfile)
+
+mysolver2.addDomain(myfield1Hom)
+mysolver2.addMaterialLaw(law1Hom)
+mysolver2.addDomain(myfield2Hom)
+mysolver2.addMaterialLaw(law2Hom)
+
+
+mysolver2.Scheme(soltype)
+mysolver2.Solver(sol)
+mysolver2.snlData(nstep,ftime,tol)
+mysolver2.stepBetweenArchiving(nstepArch)
+
+# micro solver without reestimating stiffness matrix
+mysolver2.setSystemType(system)
+mysolver2.stiffnessModification(False)
+mysolver2.setMessageView(True)
+
+microBC2 = nonLinearPeriodicBC(1000,2)
+microBC2.setOrder(1)
+microBC2.setBCPhysical(100,110,101,111)
+microBC2.setPeriodicBCOptions(method, degree,False) 
+
+mysolver2.addMicroBC(microBC2)
+mysolver2.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
+mysolver2.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+
+law3num = 3
+clusterLaw = ClusterDG3DMaterialLaw(law3num,cl)
+cl.computeInteractionTensor(mysolver2,clusterLaw,1)
+
+
+#--------------------------Interaction----------------------------------
+law3num = 3
+clusterLaw = ClusterDG3DMaterialLaw(law3num,cl)
+cl.computeInteractionTensor(mysolver,clusterLaw)
+
+
+################################################################################ ONLINE ##########################################################################
+# material law
+lawTFA =  3
+TFAmethod = 2     # 0: Incremental Tangent TFA  2: Incremental Tangent HS             
+fluc_corr = 0     # 0: no correction, 1: with correction
+
+
+###material parameters
+# material law
+lawEP = 11     # unique number of law
+rhoEP   = 1000.e-9
+muEP = 3.0e3
+kEP = 10.0e3
+youngEP = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nuEP = youngEP/(2.*muEP)-1.
+sy0EP   = 100.0
+H_p     = 50.
+m = 0.05
+harden = PowerLawJ2IsotropicHardening(1,  sy0EP, H_p, m)
+
+lawCF = 12      # unique number of law
+rhoCF   = 1780.e-9
+muCF = 6.0e3
+kCF = 20.0e3
+youngCF = 9.*kCF*muCF/(3.*kCF+muCF)
+nuCF = youngCF/(2.*muCF)-1.
+sy0EP2   = 1000000.0
+H_p2    = 100.
+m2 = 1.
+harden2 = PowerLawJ2IsotropicHardening(2,  sy0EP2, H_p2, m2)
+
+
+# geometry
+geofile="cube.geo"
+meshfile="cube.msh" # name of mesh file
+dim=2
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype = 1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 50   # number of step (used only if soltype=1)
+ftime =1.   # Final time (used only if soltype=1)
+tol=1.e-6   # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=5 # Number of step between 2 archiving (used only if soltype=1)
+fullDg = 0 # = CG, 1 = DG
+space1 = 0 # function space (Lagrange=0)
+
+
+law1 = J2SmallStrainDG3DMaterialLaw(lawEP,rhoEP,youngEP,nuEP,harden)
+law2 = J2SmallStrainDG3DMaterialLaw(lawCF, rhoCF, youngCF, nuCF, harden2)
+
+# material law
+law3 = TFADG3DMaterialLaw(lawTFA, rhoEP)
+law3.setTFAMethod(TFAmethod,2,fluc_corr)   ## TFA method, dimension, correction: 0 without correction (default) or 1 with correction
+if TFAmethod==0:
+  law3.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummary_nbClusters_2.csv',
+                                                        'InteractionTensorData_nbClusters_2.csv')
+if TFAmethod==2:
+  law3.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummary_nbClusters_2.csv',
+                                                        'InteractionTensorData_nbClusters_2.csv')
+  law3.loadReferenceStiffnessFromFile('ElasticStiffnessHom.csv')
+  law3.loadReferenceStiffnessIsoFromFile('ElasticStiffnessHomIso.csv')
+
+  
+# creation of ElasticField
+nfield = 1234 # number of the field (physical number of surface)
+
+#myfield = dG3DDomain(1000,nfield,space1,lawTFA,fullDg,3,2)
+myfield = dG3DDomain(1000,nfield,space1,lawTFA,fullDg,2)
+myfield.stabilityParameters(30.)
+#myfield.matrixByPerturbation(1,1,1,1e-8)
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.createModel(geofile,meshfile,2,2)
+#mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield)
+mysolver.addMaterialLaw(law1)
+mysolver.addMaterialLaw(law2)
+mysolver.addMaterialLaw(law3)
+
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# BC
+##tension along x
+mysolver.displacementBC("Face",nfield,2,0.)
+
+mysolver.displacementBC("Edge",41,0,0.)
+a=1.
+eps_xx_max=0.02
+d1=eps_xx_max*a
+mysolver.displacementBC("Edge",23,0,d1)
+mysolver.displacementBC("Edge",12,1,0.)
+
+
+
+
+mysolver.archivingAverageValue(IPField.SIG_XX)
+mysolver.archivingAverageValue(IPField.SIG_YY)
+mysolver.archivingAverageValue(IPField.SIG_ZZ)
+mysolver.archivingAverageValue(IPField.SIG_XY)
+mysolver.archivingAverageValue(IPField.SIG_YZ)
+mysolver.archivingAverageValue(IPField.SIG_XZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XX)
+mysolver.archivingAverageValue(IPField.STRAIN_YY)
+mysolver.archivingAverageValue(IPField.STRAIN_ZZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XY)
+mysolver.archivingAverageValue(IPField.STRAIN_YZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XZ)
+mysolver.archivingAverageValue(IPField.PLASTICSTRAIN)
+
+
+mysolver.solve()
+
+check = TestCheck()
+import csv
+data = csv.reader(open('E_0_GP_0_stress.csv'), delimiter=';')
+strs = list(data)
+check.equal(3.133567e+01,float(strs[-1][1]),1e-6)
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringHS_offlineElastic/stiffnessHom_py3.py b/dG3D/benchmarks/ClusteringHS_offlineElastic/stiffnessHom_py3.py
new file mode 100644
index 0000000000000000000000000000000000000000..23a67de644d344af1f2c121ae7d9fe021112383a
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringHS_offlineElastic/stiffnessHom_py3.py
@@ -0,0 +1,70 @@
+#coding-Utf-8-*-
+import numpy as npy
+
+def ElasticConstantsTriclinicFromTangentCSV():
+    with open('ElasticStiffnessHomIso.csv','r') as data_tangent:
+        B_string=data_tangent.read()
+
+    B_string=B_string.split('\n')
+    del B_string[0]
+    del B_string[-1]
+
+    k=0
+    tmp_string = B_string[k]
+    tmp_string = tmp_string.split(' ')
+    B=list(map(float,tmp_string))
+    print(B)
+    
+    C_voigt=npy.zeros((6,6));
+    i=0
+    for index_2 in range(0,6):
+        for index_1 in range(0,6):
+            C_voigt[index_1,index_2]=B[i]
+            i=i+1  
+
+    print(C_voigt);
+    C00 = C_voigt[0,0]
+    C11 = C_voigt[1,1]
+    C22 = C_voigt[2,2]
+    C33 = C_voigt[3,3]
+    C44 = C_voigt[4,4]
+    C55 = C_voigt[5,5]
+    
+    C01 = C_voigt[0,1]
+    C02 = C_voigt[0,2]
+    C03 = C_voigt[0,3]
+    C04 = C_voigt[0,4]
+    C05 = C_voigt[0,5]
+       
+    C12 = C_voigt[1,2]
+    C13 = C_voigt[1,3]
+    C14 = C_voigt[1,4]
+    C15 = C_voigt[1,5]
+        
+    C23 = C_voigt[2,3]
+    C24 = C_voigt[2,4]
+    C25 = C_voigt[2,5]
+    
+    C34 = C_voigt[3,4]
+    C35 = C_voigt[3,5]
+
+    C45 = C_voigt[4,5]
+    
+    return C00, C11, C22, C33, C44, C55, C01, C02, C03, C04, C05, C12, C13, C14, C15, C23, C24, C25, C34, C35, C45
+
+    
+def GetVoigtNotation(C):
+
+    #C is a 4th order tensor.
+    #The function returns its voight notation
+
+    C_mat =  npy.zeros((6,6))
+    C_mat[0] = [C[0,0,0,0], C[0,0,1,1], C[0,0,2,2], C[0,0,1,2], C[0,0,2,0], C[0,0,0,1]]
+    C_mat[1] = [C[1,1,0,0], C[1,1,1,1], C[1,1,2,2], C[1,1,1,2], C[1,1,2,0], C[1,1,0,1]]
+    C_mat[2] = [C[2,2,0,0], C[2,2,1,1], C[2,2,2,2], C[2,2,1,2], C[2,2,2,0], C[2,2,0,1]]
+    C_mat[3] = [C[1,2,0,0], C[1,2,1,1], C[1,2,2,2], C[1,2,1,2], C[1,2,2,0], C[1,2,0,1]]
+    C_mat[4] = [C[2,0,0,0], C[2,0,1,1], C[2,0,2,2], C[2,0,1,2], C[2,0,2,0], C[2,0,0,1]]
+    C_mat[5] = [C[0,1,0,0], C[0,1,1,1], C[0,1,2,2], C[0,1,1,2], C[0,1,2,0], C[0,1,0,1]]
+
+    return C_mat
+
diff --git a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/CMakeLists.txt b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/CMakeLists.txt
similarity index 85%
rename from dG3D/benchmarks/TFA_offline_onlineUniaxTension/CMakeLists.txt
rename to dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/CMakeLists.txt
index 006b8c5e7badb7ba61a2835616514a5dbfe6ab50..87d42debf2abe073ed32689e46aeca762e62b0d5 100644
--- a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/CMakeLists.txt
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/CMakeLists.txt
@@ -7,6 +7,8 @@ set(FILES2DELETE
   disp*.msh
   *.csv
   E_*
+  AllView*
+  Cluster*  
 )
 
 add_cm3python_test(${PYFILE} "${FILES2DELETE}")
diff --git a/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.geo b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.geo
new file mode 100644
index 0000000000000000000000000000000000000000..98ee58590304512e593afa893d3dd020d1207073
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.geo
@@ -0,0 +1,79 @@
+//SetFactory("OpenCASCADE");
+
+//Fiber reinforced composite cross-section
+Mesh.SecondOrderLinear = 1;
+Geometry.AutoCoherence=1e-9;
+//defination of unit
+unit = 1.;
+//characteristic mesh size
+cl = 0.08*unit;
+clc = 0.2*unit;
+h_x = 1. * unit;
+h_y = 1. * unit;
+h_x0 = 0.000000 * unit;
+h_y0 = 0.000000 * unit;
+//h_z = 2.000000 * unit;
+
+A_tot = h_x*h_y;
+
+//radius = 7.1365 * unit;
+
+vfI = 0.3;
+radius = Sqrt(vfI*h_x*h_y/(3.14159265359));
+
+A_inc = 3.14159265359*radius*radius;
+
+Printf("vfI", A_inc/A_tot);
+
+//defination of fibers line Loop list in zone 0
+t=-1;
+p1 = newp; Point(p1) = { h_x/2, h_y/2, 0.0, clc};
+p2 = newp; Point(p2) = { h_x/2 - radius, h_y/2, 0.0, cl};
+p3 = newp; Point(p3) = { h_x/2, h_y/2 - radius, 0.0, cl};
+p4 = newp; Point(p4) = { h_x/2 + radius, h_y/2, 0.0, cl};
+p5 = newp; Point(p5) = { h_x/2, h_y/2 + radius, 0.0, cl};
+c1 = newreg; Circle(c1) = {p2,p1,p3};
+c2 = newreg; Circle(c2) = {p3,p1,p4};
+c3 = newreg; Circle(c3) = {p4,p1,p5};
+c4 = newreg; Circle(c4) = {p5,p1,p2};
+
+
+p6 = newp; Point(p6) = { h_x, h_y, 0.0, cl};
+p9 = newp; Point(p9) = { h_x0, h_y, 0.0, cl};
+p12 = newp; Point(p12) = { h_x, h_y0, 0.0, cl};
+p15 = newp; Point(p15) = { h_x0, h_y0, 0.0, cl};
+
+
+
+//defination of edge points and line
+
+l1 = newreg; Line(l1) = {p9,p15};
+l2 = newreg; Line(l2) = {p15,p12};
+l3 = newreg; Line(l3) = {p12,p6};
+l4 = newreg; Line(l4) = {p6,p9};
+
+
+Line Loop(1) = {c1,c2,c3,c4};
+
+Plane Surface(1) = {1};
+Line Loop(2) = {l1,l2,l3,l4,1,2,3,4};
+Plane Surface(2) = {2};
+
+Point{1} In Surface{1};
+Characteristic Length { 1 } = clc;
+
+Physical Surface(52) = {1};                   //{ 7 };
+Physical Surface(51) = {2};
+
+Physical Line(100) = {l1};
+Physical Line(110) = {l2};
+Physical Line(101) = {l3};
+Physical Line(111) = {l4};
+
+Physical Point(5)= {p6};
+Physical Point(7)= {p9};
+Physical Point(3)= {p12};
+Physical Point(1)= {p15};
+
+
+Coherence;
diff --git a/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.msh b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.msh
new file mode 100644
index 0000000000000000000000000000000000000000..df4691773d1f34cbb736bc2ea2971d5b8bd8d61f
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/RVE_centerInc.msh
@@ -0,0 +1,990 @@
+$MeshFormat
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+$EndElements
diff --git a/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.geo b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.geo
new file mode 100644
index 0000000000000000000000000000000000000000..1633d0e486b01c309f38f2561f49359fb4ca0e5b
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.geo
@@ -0,0 +1,39 @@
+// Test case a SCB with a vertical load at its free extremity
+// Size
+
+x=1.;
+y=1.;
+
+// definition of points
+Point(1) = { 0.0 , 0.0 , 0.0 };
+Point(2) = {  x  , 0.0 , 0.0 };
+Point(3) = {  x  ,  y  , 0.0 };
+Point(4) = { 0.0 ,  y  , 0.0 };
+
+// Line between points
+Line(1) = {1,2};
+Line(2) = {2,3};
+Line(3) = {3,4};
+Line(4) = {4,1};
+
+// Surface definition
+Line Loop(1) = {1,2,3,4};
+
+Plane Surface(1) = {1};
+
+// Physical objects to applied BC and material
+Physical Surface(1234) = {1};
+
+Physical Line(12) = {1};
+Physical Line(23) = {2};
+Physical Line(34) = {3};
+Physical Line(41) = {4};
+
+Physical Point(1) ={1};
+Physical Point(2) ={2};
+Physical Point(3) ={3};
+Physical Point(4) ={4};
+
+Transfinite Line {1,2,3,4} = 2;
+Transfinite Surface {1};
+Recombine Surface {1};
diff --git a/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.msh b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.msh
new file mode 100644
index 0000000000000000000000000000000000000000..c5304c3a468013fd2680b2404704460b69d37b37
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.msh
@@ -0,0 +1,39 @@
+$MeshFormat
+3 0 8
+$EndMeshFormat
+$Entities
+4 4 1 0
+1 1 1 
+2 1 2 
+3 1 3 
+4 1 4 
+1 2 1 2 1 12 
+2 2 2 3 1 23 
+3 2 3 4 1 34 
+4 2 4 1 1 41 
+1 4 1 2 3 4 1 1234 
+$EndEntities
+$Nodes
+9
+1 0 0 0 0
+2 1 0 0 0
+3 1 1 0 0
+4 0 1 0 0
+5 0.4999999999986718 0 0 0
+6 1 0.4999999999986718 0 0
+7 0.5000000000013305 1 0 0
+8 0 0.5000000000013305 0 0
+9 0.5000000000000011 0.5000000000000011 0 0
+$EndNodes
+$Elements
+9
+9 10 1 9 1 2 3 4 5 6 7 8 9
+5 8 1 3 1 2 5
+6 8 2 3 2 3 6
+7 8 3 3 3 4 7
+8 8 4 3 4 1 8
+1 15 1 1 1
+2 15 2 1 2
+3 15 3 1 3
+4 15 4 1 4
+$EndElements
diff --git a/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.py b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.py
new file mode 100644
index 0000000000000000000000000000000000000000..9e3a90ab0b5eaf8b9aa2257c3415b2c2991e5894
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA2Scale_offlinePlastic/cube.py
@@ -0,0 +1,295 @@
+from gmshpy import *
+from dG3Dpy import*
+
+
+################################################################################ OFFLINE ##########################################################################
+
+# material law
+lawnum1 = 11 # unique number of law
+muEP = 3.0e3
+kEP = 10.0e3
+E = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nu = E/(2.*muEP)-1.
+rho = 7850e-9 # Bulk mass
+law1   = J2SmallStrainDG3DMaterialLaw(lawnum1,rho,E,nu,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum1,rho,E,nu)
+
+lawnum2 = 12 # unique number of law
+muCF = 6.0e3
+kCF = 20.0e3
+E2 = 9.*kCF*muCF/(3.*kCF+muCF)
+nu2 = E2/(2.*muCF)-1.
+law2   = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
+
+# geometry
+meshfile="RVE_centerInc.msh" # name of mesh file
+
+myfield1 = dG3DDomain(1000,51,0,lawnum1,0,2)
+myfield2 = dG3DDomain(1000,52,0,lawnum2,0,2)
+myfield1.stabilityParameters(1000)
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 1  # number of step (used only if soltype=1)
+ftime =1  # Final time (used only if soltype=1)
+tol=1.e-8  # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
+
+
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield1)
+mysolver.addMaterialLaw(law1)
+mysolver.addDomain(myfield2)
+mysolver.addMaterialLaw(law2)
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# micro solver without reestimating stiffness matrix
+system =3
+mysolver.setSystemType(system)
+mysolver.stiffnessModification(False)
+mysolver.setMessageView(True)
+
+
+microBC = nonLinearPeriodicBC(1000,2)
+microBC.setOrder(1)
+microBC.setBCPhysical(100,110,101,111)
+method =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
+degree = 6	# Order used for polynomial interpolation 
+addvertex = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+microBC.setPeriodicBCOptions(method, degree,False) 
+
+mysolver.addMicroBC(microBC)
+mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
+mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+cl = Clustering()
+cl.solveStrainConcentration(mysolver)
+
+
+#--------------------------PLASTICITY----------------------------------
+
+# materials
+lawlinear1plast = lawnum1
+sY0 = 10.
+H = 50.
+m = 0.05
+Hardening = PowerLawJ2IsotropicHardening(41, sY0, H, m)
+law1plast = J2SmallStrainDG3DMaterialLaw(lawlinear1plast,rho,E,nu,Hardening)
+
+lawlinear2plast = lawnum2
+law2plast   = J2SmallStrainDG3DMaterialLaw(lawlinear2plast,rho,E2,nu2,1.e10,1e2) #dG3DLinearElasticMaterialLaw(lawlinear2plast,rho,E2,nu2)
+
+myfield1plast = dG3DDomain(1000,51,0,lawlinear1plast,0,2)
+myfield2plast = dG3DDomain(1000,52,0,lawlinear2plast,0,2)
+myfield1plast.stabilityParameters(1000)
+
+# creation of Solver
+nstep_plast = 50
+tol_plast = 1.e-6
+nstepArch_plast = 10
+mysolverPlast = nonLinearMechSolver(1002)
+mysolverPlast.loadModel(meshfile)
+mysolverPlast.addDomain(myfield1plast)
+mysolverPlast.addMaterialLaw(law1plast)
+mysolverPlast.addDomain(myfield2plast)
+mysolverPlast.addMaterialLaw(law2plast)
+mysolverPlast.Scheme(soltype)
+mysolverPlast.Solver(sol)
+mysolverPlast.snlData(nstep_plast,ftime,tol_plast)
+mysolverPlast.stepBetweenArchiving(nstepArch_plast)
+
+control = 0
+mysolverPlast.setControlType(control)
+mysolverPlast.stiffnessModification(bool(1))
+mysolverPlast.iterativeProcedure(bool(1))
+mysolverPlast.setMessageView(bool(1))
+
+# micro solver without reestimating stiffness matrix
+system3 =1
+mysolverPlast.setSystemType(system3)
+
+microBC3 = nonLinearPeriodicBC(1002,2)
+microBC3.setOrder(1)
+microBC3.setBCPhysical(100,110,101,111)
+method3 =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
+degree3 = 5	# Order used for polynomial interpolation 
+addvertex3 = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+
+microBC3.setPeriodicBCOptions(method3, degree3,False) 
+
+mysolverPlast.addMicroBC(microBC3)
+mysolverPlast.stressAveragingFlag(True) # set stress averaging ON- 0 , OFF-1
+#mysolverPlast.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+mysolverPlast.tangentAveragingFlag(True)
+mysolverPlast.setTangentAveragingMethod(2,1e-6)
+
+mysolverPlast.internalPointBuildView("sig_VM",IPField.SVM, 1, 1);
+mysolverPlast.internalPointBuildView("Equivalent plastic strain",IPField.PLASTICSTRAIN, 1, 1);
+
+cl.solveStrainConcentrationInelastic(mysolverPlast)
+
+
+#--------------------------Clustering----------------------------------
+
+cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
+cl.loadPlasticStrainConcentrationDataFromFile("plasticStrainConcentrationData.csv")
+cl.loadPlasticEqStrainConcentrationDataFromFile("plasticEqstrainConcentrationData.csv")
+
+nbLevels = 2
+cl.setNumberOfLevels(nbLevels)
+cl.setNumberOfClustersForMaterialHierarchical(lawnum1,1,4)
+cl.setNumberOfClustersForMaterialHierarchical(lawnum2,1,1)
+
+ok = cl.computeClustersPlasticityHierarchical(5) # min number of element in each cluster
+cl.saveAllView()
+cl.saveAllView(0)
+cl.saveAllView(1)
+cl.saveAllView(2)
+cl.saveFieldToView(Clustering.ClusterIndex)
+cl.saveFieldToView(Clustering.ClusterIndex,0)
+cl.saveFieldToView(Clustering.ClusterIndex,1)
+cl.saveFieldToView(Clustering.ClusterIndex,2)
+cl.saveFieldToView(Clustering.ClusterIndexHierarchicalGlobal)
+
+#check = TestCheck()
+#check.equal(1,ok,1.e-6)
+
+
+#--------------------------Interaction----------------------------------
+law3num = 3
+clusterLaw = ClusterDG3DMaterialLaw(law3num,cl)
+cl.computeInteractionTensorsHierarchical(mysolver,clusterLaw)
+
+
+################################################################################ ONLINE ##########################################################################
+# material law
+lawTFAH =  3
+TFAmethod = 0     # 0: Incremental Tangent TFA  2: Incremental Tangent HS             
+
+
+###material parameters
+# material law
+lawEP = 11     # unique number of law
+rhoEP   = 1000.e-9
+muEP = 3.0e3
+kEP = 10.0e3
+youngEP = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nuEP = youngEP/(2.*muEP)-1.
+sy0EP   = 100.0
+H_p     = 1.
+m = 1.
+harden = PowerLawJ2IsotropicHardening(1,  sy0EP, H_p, m)
+
+lawCF = 12      # unique number of law
+rhoCF   = 1780.e-9
+muCF = 6.0e3
+kCF = 20.0e3
+youngCF = 9.*kCF*muCF/(3.*kCF+muCF)
+nuCF = youngCF/(2.*muCF)-1.
+sy0EP2   = 1000000.0
+H_p2    = 100.
+m2 = 1.
+harden2 = PowerLawJ2IsotropicHardening(2,  sy0EP2, H_p2, m2)
+
+
+# geometry
+geofile="cube.geo"
+meshfile="cube.msh" # name of mesh file
+dim=2
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype = 1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 50   # number of step (used only if soltype=1)
+ftime =1.   # Final time (used only if soltype=1)
+tol=1.e-6   # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=5 # Number of step between 2 archiving (used only if soltype=1)
+fullDg = 0 # = CG, 1 = DG
+space1 = 0 # function space (Lagrange=0)
+
+
+law1 = J2SmallStrainDG3DMaterialLaw(lawEP,rhoEP,youngEP,nuEP,harden)
+law2 = J2SmallStrainDG3DMaterialLaw(lawCF,rhoCF,youngCF,nuCF,harden2)
+
+lawnumTFA = 100
+lawTFA = TFADG3DMaterialLaw(lawnumTFA, rhoEP)
+
+# material law
+lawRed = HierarchicalTFADG3DMaterialLaw(lawTFAH, rhoEP)
+lawRed.setTFAMethod(TFAmethod,dim)   ## TFA method, dimension, correction: 0 without correction (default) or 1 with correction
+lawRed.setTFALawID(lawnumTFA)
+  
+lawRed.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummaryHierarchical_nbClusters_2.csv','InteractionTensorDataHierarchical_nbClusters_2.csv')
+lawRed.loadClusterSummaryAndInteractionTensorsLevel1FromFiles('ClusterDataSummaryHierarchical_level1_nbClusters_2.csv','InteractionTensorDataHierarchical_level1_nbClusters_2.csv')
+
+  
+# creation of ElasticField
+nfield = 1234 # number of the field (physical number of surface)
+
+#myfield = dG3DDomain(1000,nfield,space1,lawTFA,fullDg,3,2)
+myfield = dG3DDomain(1000,nfield,space1,lawTFAH,fullDg,2)
+myfield.stabilityParameters(30.)
+#myfield.matrixByPerturbation(1,1,1,1e-8)
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.createModel(geofile,meshfile,2,2)
+#mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield)
+mysolver.addMaterialLaw(law1)
+mysolver.addMaterialLaw(law2)
+mysolver.addMaterialLaw(lawTFA)
+mysolver.addMaterialLaw(lawRed)
+
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# BC
+##tension along x
+mysolver.displacementBC("Face",nfield,2,0.)
+
+mysolver.displacementBC("Edge",41,0,0.)
+a=1.
+eps_xx_max=0.04
+d1=eps_xx_max*a
+cyclicFunction1=cycleFunctionTime(0.,0.,ftime/4., d1/2., ftime/2., d1, 3.*ftime/4., d1/2., ftime, 0.)
+mysolver.displacementBC("Edge",23,0,cyclicFunction1)
+mysolver.displacementBC("Edge",12,1,0.)
+
+
+
+
+mysolver.archivingAverageValue(IPField.SIG_XX)
+mysolver.archivingAverageValue(IPField.SIG_YY)
+mysolver.archivingAverageValue(IPField.SIG_ZZ)
+mysolver.archivingAverageValue(IPField.SIG_XY)
+mysolver.archivingAverageValue(IPField.SIG_YZ)
+mysolver.archivingAverageValue(IPField.SIG_XZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XX)
+mysolver.archivingAverageValue(IPField.STRAIN_YY)
+mysolver.archivingAverageValue(IPField.STRAIN_ZZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XY)
+mysolver.archivingAverageValue(IPField.STRAIN_YZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XZ)
+mysolver.archivingAverageValue(IPField.PLASTICSTRAIN)
+
+
+mysolver.solve()
+
+check = TestCheck()
+import csv
+data = csv.reader(open('E_1_GP_0_stress.csv'), delimiter=';')
+strs = list(data)
+check.equal(3.133567e+01,float(strs[-1][1]),1e-6)
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringTFA_offlineElastic/CMakeLists.txt b/dG3D/benchmarks/ClusteringTFA_offlineElastic/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87d42debf2abe073ed32689e46aeca762e62b0d5
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlineElastic/CMakeLists.txt
@@ -0,0 +1,14 @@
+# test file
+
+set(PYFILE cube.py)
+
+set(FILES2DELETE 
+  cube.msh
+  disp*.msh
+  *.csv
+  E_*
+  AllView*
+  Cluster*  
+)
+
+add_cm3python_test(${PYFILE} "${FILES2DELETE}")
diff --git a/dG3D/benchmarks/ClusteringTFA_offlineElastic/RVE_centerInc.geo b/dG3D/benchmarks/ClusteringTFA_offlineElastic/RVE_centerInc.geo
new file mode 100644
index 0000000000000000000000000000000000000000..98ee58590304512e593afa893d3dd020d1207073
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlineElastic/RVE_centerInc.geo
@@ -0,0 +1,79 @@
+//SetFactory("OpenCASCADE");
+
+//Fiber reinforced composite cross-section
+Mesh.SecondOrderLinear = 1;
+Geometry.AutoCoherence=1e-9;
+//defination of unit
+unit = 1.;
+//characteristic mesh size
+cl = 0.08*unit;
+clc = 0.2*unit;
+h_x = 1. * unit;
+h_y = 1. * unit;
+h_x0 = 0.000000 * unit;
+h_y0 = 0.000000 * unit;
+//h_z = 2.000000 * unit;
+
+A_tot = h_x*h_y;
+
+//radius = 7.1365 * unit;
+
+vfI = 0.3;
+radius = Sqrt(vfI*h_x*h_y/(3.14159265359));
+
+A_inc = 3.14159265359*radius*radius;
+
+Printf("vfI", A_inc/A_tot);
+
+//defination of fibers line Loop list in zone 0
+t=-1;
+p1 = newp; Point(p1) = { h_x/2, h_y/2, 0.0, clc};
+p2 = newp; Point(p2) = { h_x/2 - radius, h_y/2, 0.0, cl};
+p3 = newp; Point(p3) = { h_x/2, h_y/2 - radius, 0.0, cl};
+p4 = newp; Point(p4) = { h_x/2 + radius, h_y/2, 0.0, cl};
+p5 = newp; Point(p5) = { h_x/2, h_y/2 + radius, 0.0, cl};
+c1 = newreg; Circle(c1) = {p2,p1,p3};
+c2 = newreg; Circle(c2) = {p3,p1,p4};
+c3 = newreg; Circle(c3) = {p4,p1,p5};
+c4 = newreg; Circle(c4) = {p5,p1,p2};
+
+
+p6 = newp; Point(p6) = { h_x, h_y, 0.0, cl};
+p9 = newp; Point(p9) = { h_x0, h_y, 0.0, cl};
+p12 = newp; Point(p12) = { h_x, h_y0, 0.0, cl};
+p15 = newp; Point(p15) = { h_x0, h_y0, 0.0, cl};
+
+
+
+//defination of edge points and line
+
+l1 = newreg; Line(l1) = {p9,p15};
+l2 = newreg; Line(l2) = {p15,p12};
+l3 = newreg; Line(l3) = {p12,p6};
+l4 = newreg; Line(l4) = {p6,p9};
+
+
+Line Loop(1) = {c1,c2,c3,c4};
+
+Plane Surface(1) = {1};
+Line Loop(2) = {l1,l2,l3,l4,1,2,3,4};
+Plane Surface(2) = {2};
+
+Point{1} In Surface{1};
+Characteristic Length { 1 } = clc;
+
+Physical Surface(52) = {1};                   //{ 7 };
+Physical Surface(51) = {2};
+
+Physical Line(100) = {l1};
+Physical Line(110) = {l2};
+Physical Line(101) = {l3};
+Physical Line(111) = {l4};
+
+Physical Point(5)= {p6};
+Physical Point(7)= {p9};
+Physical Point(3)= {p12};
+Physical Point(1)= {p15};
+
+
+Coherence;
diff --git a/dG3D/benchmarks/ClusteringTFA_offlineElastic/RVE_centerInc.msh b/dG3D/benchmarks/ClusteringTFA_offlineElastic/RVE_centerInc.msh
new file mode 100644
index 0000000000000000000000000000000000000000..df4691773d1f34cbb736bc2ea2971d5b8bd8d61f
--- /dev/null
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+$EndElements
diff --git a/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.geo b/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.geo
new file mode 100644
index 0000000000000000000000000000000000000000..1633d0e486b01c309f38f2561f49359fb4ca0e5b
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.geo
@@ -0,0 +1,39 @@
+// Test case a SCB with a vertical load at its free extremity
+// Size
+
+x=1.;
+y=1.;
+
+// definition of points
+Point(1) = { 0.0 , 0.0 , 0.0 };
+Point(2) = {  x  , 0.0 , 0.0 };
+Point(3) = {  x  ,  y  , 0.0 };
+Point(4) = { 0.0 ,  y  , 0.0 };
+
+// Line between points
+Line(1) = {1,2};
+Line(2) = {2,3};
+Line(3) = {3,4};
+Line(4) = {4,1};
+
+// Surface definition
+Line Loop(1) = {1,2,3,4};
+
+Plane Surface(1) = {1};
+
+// Physical objects to applied BC and material
+Physical Surface(1234) = {1};
+
+Physical Line(12) = {1};
+Physical Line(23) = {2};
+Physical Line(34) = {3};
+Physical Line(41) = {4};
+
+Physical Point(1) ={1};
+Physical Point(2) ={2};
+Physical Point(3) ={3};
+Physical Point(4) ={4};
+
+Transfinite Line {1,2,3,4} = 2;
+Transfinite Surface {1};
+Recombine Surface {1};
diff --git a/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.py b/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.py
new file mode 100644
index 0000000000000000000000000000000000000000..ef968523c92d2eddf31d5634da35e00faa05231f
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlineElastic/cube.py
@@ -0,0 +1,223 @@
+from gmshpy import *
+from dG3Dpy import*
+
+
+################################################################################ OFFLINE ##########################################################################
+
+# material law
+lawnum1 = 11 # unique number of law
+muEP = 3.0e3
+kEP = 10.0e3
+E = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nu = E/(2.*muEP)-1.
+rho = 7850e-9 # Bulk mass
+law1   = J2SmallStrainDG3DMaterialLaw(lawnum1,rho,E,nu,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum1,rho,E,nu)
+
+lawnum2 = 12 # unique number of law
+muCF = 6.0e3
+kCF = 20.0e3
+E2 = 9.*kCF*muCF/(3.*kCF+muCF)
+nu2 = E2/(2.*muCF)-1.
+law2   = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
+
+# geometry
+meshfile="RVE_centerInc.msh" # name of mesh file
+
+myfield1 = dG3DDomain(1000,51,0,lawnum1,0,2)
+myfield2 = dG3DDomain(1000,52,0,lawnum2,0,2)
+myfield1.stabilityParameters(1000)
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 1  # number of step (used only if soltype=1)
+ftime =1  # Final time (used only if soltype=1)
+tol=1.e-8  # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
+
+
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield1)
+mysolver.addMaterialLaw(law1)
+mysolver.addDomain(myfield2)
+mysolver.addMaterialLaw(law2)
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# micro solver without reestimating stiffness matrix
+system =3
+mysolver.setSystemType(system)
+mysolver.stiffnessModification(False)
+mysolver.setMessageView(True)
+
+
+microBC = nonLinearPeriodicBC(1000,2)
+microBC.setOrder(1)
+microBC.setBCPhysical(100,110,101,111)
+method =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
+degree = 6	# Order used for polynomial interpolation 
+addvertex = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+microBC.setPeriodicBCOptions(method, degree,False) 
+
+mysolver.addMicroBC(microBC)
+mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
+mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+cl = Clustering()
+cl.solveStrainConcentration(mysolver)
+
+#--------------------------Clustering----------------------------------
+
+#cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
+
+cl.setNumberOfClustersForMaterial(lawnum1,3)
+cl.setNumberOfClustersForMaterial(lawnum2,1)
+
+ok = cl.computeClustersElasticity(10) # min number of element in each cluster
+cl.saveAllView()
+cl.saveAllView(0)
+cl.saveAllView(1)
+cl.saveAllView(2)
+cl.saveFieldToView(Clustering.ClusterIndex)
+cl.saveFieldToView(Clustering.ClusterIndex,0)
+cl.saveFieldToView(Clustering.ClusterIndex,1)
+cl.saveFieldToView(Clustering.ClusterIndex,2)
+
+#check = TestCheck()
+#check.equal(1,ok,1.e-6)
+
+
+#--------------------------Interaction----------------------------------
+law3num = 3
+clusterLaw = ClusterDG3DMaterialLaw(law3num,cl)
+cl.computeInteractionTensor(mysolver,clusterLaw)
+
+
+################################################################################ ONLINE ##########################################################################
+# material law
+lawTFA =  3
+TFAmethod = 0     # 0: Incremental Tangent TFA  2: Incremental Tangent HS             
+fluc_corr = 0     # 0: no correction, 1: with correction
+
+
+###material parameters
+# material law
+lawEP = 11     # unique number of law
+rhoEP   = 1000.e-9
+muEP = 3.0e3
+kEP = 10.0e3
+youngEP = 9.*kEP*muEP/(3.*kEP+muEP) #MPa
+nuEP = youngEP/(2.*muEP)-1.
+sy0EP   = 100.0
+H_p     = 1.
+m = 1.
+harden = PowerLawJ2IsotropicHardening(1,  sy0EP, H_p, m)
+
+lawCF = 12      # unique number of law
+rhoCF   = 1780.e-9
+muCF = 6.0e3
+kCF = 20.0e3
+youngCF = 9.*kCF*muCF/(3.*kCF+muCF)
+nuCF = youngCF/(2.*muCF)-1.
+sy0EP2   = 1000000.0
+H_p2    = 100.
+m2 = 1.
+harden2 = PowerLawJ2IsotropicHardening(2,  sy0EP2, H_p2, m2)
+
+
+# geometry
+geofile="cube.geo"
+meshfile="cube.msh" # name of mesh file
+dim=2
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype = 1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 50   # number of step (used only if soltype=1)
+ftime =1.   # Final time (used only if soltype=1)
+tol=1.e-6   # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=5 # Number of step between 2 archiving (used only if soltype=1)
+fullDg = 0 # = CG, 1 = DG
+space1 = 0 # function space (Lagrange=0)
+
+
+law1 = J2SmallStrainDG3DMaterialLaw(lawEP,rhoEP,youngEP,nuEP,harden)
+law2 = J2SmallStrainDG3DMaterialLaw(lawCF, rhoCF, youngCF, nuCF, harden2)
+
+# material law
+law3 = TFADG3DMaterialLaw(lawTFA, rhoEP)
+law3.setTFAMethod(TFAmethod,2,fluc_corr)   ## TFA method, dimension, correction: 0 without correction (default) or 1 with correction
+if TFAmethod==0:
+  law3.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummary_nbClusters_4.csv','InteractionTensorData_nbClusters_4.csv')
+if fluc_corr==1:
+  law3.loadPlasticEqStrainConcentrationFromFile('ClusterPlasticEqSummary_nbClusters_4.csv','ClusterPlasticEqSummaryGeo_nbClusters_4.csv','ClusterPlasticEqSummaryHar_nbClusters_4.csv')
+
+  
+# creation of ElasticField
+nfield = 1234 # number of the field (physical number of surface)
+
+#myfield = dG3DDomain(1000,nfield,space1,lawTFA,fullDg,3,2)
+myfield = dG3DDomain(1000,nfield,space1,lawTFA,fullDg,2)
+myfield.stabilityParameters(30.)
+#myfield.matrixByPerturbation(1,1,1,1e-8)
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.createModel(geofile,meshfile,2,2)
+#mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield)
+mysolver.addMaterialLaw(law1)
+mysolver.addMaterialLaw(law2)
+mysolver.addMaterialLaw(law3)
+
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# BC
+##tension along x
+mysolver.displacementBC("Face",nfield,2,0.)
+
+mysolver.displacementBC("Edge",41,0,0.)
+a=1.
+eps_xx_max=0.04
+d1=eps_xx_max*a
+cyclicFunction1=cycleFunctionTime(0.,0.,ftime/4., d1/2., ftime/2., d1, 3.*ftime/4., d1/2., ftime, 0.)
+mysolver.displacementBC("Edge",23,0,cyclicFunction1)
+mysolver.displacementBC("Edge",12,1,0.)
+
+
+
+
+mysolver.archivingAverageValue(IPField.SIG_XX)
+mysolver.archivingAverageValue(IPField.SIG_YY)
+mysolver.archivingAverageValue(IPField.SIG_ZZ)
+mysolver.archivingAverageValue(IPField.SIG_XY)
+mysolver.archivingAverageValue(IPField.SIG_YZ)
+mysolver.archivingAverageValue(IPField.SIG_XZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XX)
+mysolver.archivingAverageValue(IPField.STRAIN_YY)
+mysolver.archivingAverageValue(IPField.STRAIN_ZZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XY)
+mysolver.archivingAverageValue(IPField.STRAIN_YZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XZ)
+mysolver.archivingAverageValue(IPField.PLASTICSTRAIN)
+
+
+mysolver.solve()
+
+check = TestCheck()
+import csv
+data = csv.reader(open('E_0_GP_0_stress.csv'), delimiter=';')
+strs = list(data)
+check.equal(3.133567e+01,float(strs[-1][1]),1e-6)
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringTFA_offlinePlastic/CMakeLists.txt b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87d42debf2abe073ed32689e46aeca762e62b0d5
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/CMakeLists.txt
@@ -0,0 +1,14 @@
+# test file
+
+set(PYFILE cube.py)
+
+set(FILES2DELETE 
+  cube.msh
+  disp*.msh
+  *.csv
+  E_*
+  AllView*
+  Cluster*  
+)
+
+add_cm3python_test(${PYFILE} "${FILES2DELETE}")
diff --git a/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.geo b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.geo
new file mode 100644
index 0000000000000000000000000000000000000000..98ee58590304512e593afa893d3dd020d1207073
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.geo
@@ -0,0 +1,79 @@
+//SetFactory("OpenCASCADE");
+
+//Fiber reinforced composite cross-section
+Mesh.SecondOrderLinear = 1;
+Geometry.AutoCoherence=1e-9;
+//defination of unit
+unit = 1.;
+//characteristic mesh size
+cl = 0.08*unit;
+clc = 0.2*unit;
+h_x = 1. * unit;
+h_y = 1. * unit;
+h_x0 = 0.000000 * unit;
+h_y0 = 0.000000 * unit;
+//h_z = 2.000000 * unit;
+
+A_tot = h_x*h_y;
+
+//radius = 7.1365 * unit;
+
+vfI = 0.3;
+radius = Sqrt(vfI*h_x*h_y/(3.14159265359));
+
+A_inc = 3.14159265359*radius*radius;
+
+Printf("vfI", A_inc/A_tot);
+
+//defination of fibers line Loop list in zone 0
+t=-1;
+p1 = newp; Point(p1) = { h_x/2, h_y/2, 0.0, clc};
+p2 = newp; Point(p2) = { h_x/2 - radius, h_y/2, 0.0, cl};
+p3 = newp; Point(p3) = { h_x/2, h_y/2 - radius, 0.0, cl};
+p4 = newp; Point(p4) = { h_x/2 + radius, h_y/2, 0.0, cl};
+p5 = newp; Point(p5) = { h_x/2, h_y/2 + radius, 0.0, cl};
+c1 = newreg; Circle(c1) = {p2,p1,p3};
+c2 = newreg; Circle(c2) = {p3,p1,p4};
+c3 = newreg; Circle(c3) = {p4,p1,p5};
+c4 = newreg; Circle(c4) = {p5,p1,p2};
+
+
+p6 = newp; Point(p6) = { h_x, h_y, 0.0, cl};
+p9 = newp; Point(p9) = { h_x0, h_y, 0.0, cl};
+p12 = newp; Point(p12) = { h_x, h_y0, 0.0, cl};
+p15 = newp; Point(p15) = { h_x0, h_y0, 0.0, cl};
+
+
+
+//defination of edge points and line
+
+l1 = newreg; Line(l1) = {p9,p15};
+l2 = newreg; Line(l2) = {p15,p12};
+l3 = newreg; Line(l3) = {p12,p6};
+l4 = newreg; Line(l4) = {p6,p9};
+
+
+Line Loop(1) = {c1,c2,c3,c4};
+
+Plane Surface(1) = {1};
+Line Loop(2) = {l1,l2,l3,l4,1,2,3,4};
+Plane Surface(2) = {2};
+
+Point{1} In Surface{1};
+Characteristic Length { 1 } = clc;
+
+Physical Surface(52) = {1};                   //{ 7 };
+Physical Surface(51) = {2};
+
+Physical Line(100) = {l1};
+Physical Line(110) = {l2};
+Physical Line(101) = {l3};
+Physical Line(111) = {l4};
+
+Physical Point(5)= {p6};
+Physical Point(7)= {p9};
+Physical Point(3)= {p12};
+Physical Point(1)= {p15};
+
+
+Coherence;
diff --git a/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.msh b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.msh
new file mode 100644
index 0000000000000000000000000000000000000000..df4691773d1f34cbb736bc2ea2971d5b8bd8d61f
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/RVE_centerInc.msh
@@ -0,0 +1,990 @@
+$MeshFormat
+4.1 0 8
+$EndMeshFormat
+$Entities
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+$EndEntities
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diff --git a/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.geo b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.geo
new file mode 100644
index 0000000000000000000000000000000000000000..1633d0e486b01c309f38f2561f49359fb4ca0e5b
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.geo
@@ -0,0 +1,39 @@
+// Test case a SCB with a vertical load at its free extremity
+// Size
+
+x=1.;
+y=1.;
+
+// definition of points
+Point(1) = { 0.0 , 0.0 , 0.0 };
+Point(2) = {  x  , 0.0 , 0.0 };
+Point(3) = {  x  ,  y  , 0.0 };
+Point(4) = { 0.0 ,  y  , 0.0 };
+
+// Line between points
+Line(1) = {1,2};
+Line(2) = {2,3};
+Line(3) = {3,4};
+Line(4) = {4,1};
+
+// Surface definition
+Line Loop(1) = {1,2,3,4};
+
+Plane Surface(1) = {1};
+
+// Physical objects to applied BC and material
+Physical Surface(1234) = {1};
+
+Physical Line(12) = {1};
+Physical Line(23) = {2};
+Physical Line(34) = {3};
+Physical Line(41) = {4};
+
+Physical Point(1) ={1};
+Physical Point(2) ={2};
+Physical Point(3) ={3};
+Physical Point(4) ={4};
+
+Transfinite Line {1,2,3,4} = 2;
+Transfinite Surface {1};
+Recombine Surface {1};
diff --git a/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.msh b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.msh
new file mode 100644
index 0000000000000000000000000000000000000000..c5304c3a468013fd2680b2404704460b69d37b37
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.msh
@@ -0,0 +1,39 @@
+$MeshFormat
+3 0 8
+$EndMeshFormat
+$Entities
+4 4 1 0
+1 1 1 
+2 1 2 
+3 1 3 
+4 1 4 
+1 2 1 2 1 12 
+2 2 2 3 1 23 
+3 2 3 4 1 34 
+4 2 4 1 1 41 
+1 4 1 2 3 4 1 1234 
+$EndEntities
+$Nodes
+9
+1 0 0 0 0
+2 1 0 0 0
+3 1 1 0 0
+4 0 1 0 0
+5 0.4999999999986718 0 0 0
+6 1 0.4999999999986718 0 0
+7 0.5000000000013305 1 0 0
+8 0 0.5000000000013305 0 0
+9 0.5000000000000011 0.5000000000000011 0 0
+$EndNodes
+$Elements
+9
+9 10 1 9 1 2 3 4 5 6 7 8 9
+5 8 1 3 1 2 5
+6 8 2 3 2 3 6
+7 8 3 3 3 4 7
+8 8 4 3 4 1 8
+1 15 1 1 1
+2 15 2 1 2
+3 15 3 1 3
+4 15 4 1 4
+$EndElements
diff --git a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/cube.py b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.py
similarity index 91%
rename from dG3D/benchmarks/TFA_offline_onlineUniaxTension/cube.py
rename to dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.py
index c198185bdd430faf944e1bfae292493960fb688a..2adb78b0a9ca661d2bf78329763a810daee98125 100644
--- a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/cube.py
+++ b/dG3D/benchmarks/ClusteringTFA_offlinePlastic/cube.py
@@ -21,7 +21,7 @@ nu2 = E2/(2.*muCF)-1.
 law2   = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,1e10,1e3) #dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
 
 # geometry
-meshfile="inclusions_2Dperiodic_vf30.msh" # name of mesh file
+meshfile="RVE_centerInc.msh" # name of mesh file
 
 myfield1 = dG3DDomain(1000,51,0,lawnum1,0,2)
 myfield2 = dG3DDomain(1000,52,0,lawnum2,0,2)
@@ -72,8 +72,6 @@ cl = Clustering()
 cl.solveStrainConcentration(mysolver)
 
 
-
-
 #--------------------------PLASTICITY----------------------------------
 
 # materials
@@ -92,9 +90,9 @@ myfield2plast = dG3DDomain(1000,52,0,lawlinear2plast,0,2)
 myfield1plast.stabilityParameters(1000)
 
 # creation of Solver
-nstep_plast = 500
+nstep_plast = 50
 tol_plast = 1.e-6
-nstepArch_plast = 50
+nstepArch_plast = 10
 mysolverPlast = nonLinearMechSolver(1002)
 mysolverPlast.loadModel(meshfile)
 mysolverPlast.addDomain(myfield1plast)
@@ -139,14 +137,16 @@ cl.solveStrainConcentrationInelastic(mysolverPlast)
 
 #--------------------------Clustering----------------------------------
 
-#cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
-#cl.loadPlasticStrainConcentrationDataFromFile("plasticStrainConcentrationData.csv")
-#cl.loadPlasticEqStrainConcentrationDataFromFile("plasticEqstrainConcentrationData.csv")
+cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
+cl.loadPlasticStrainConcentrationDataFromFile("plasticStrainConcentrationData.csv")
+cl.loadInelasticStrainConcentrationDataFromFile("inelasticStrainConcentrationData.csv")
+cl.loadTotalStrainConcentrationDataFromFile("totalStrainConcentrationData.csv")
+cl.loadPlasticEqStrainConcentrationDataFromFile("plasticEqstrainConcentrationData.csv")
 
 cl.setNumberOfClustersForMaterial(lawnum1,3)
 cl.setNumberOfClustersForMaterial(lawnum2,1)
 
-ok = cl.computeClustersPlasticity(10) # min number of element in each cluster
+ok = cl.computeClustersPlasticity(5) # min number of element in each cluster
 cl.saveAllView()
 cl.saveAllView(0)
 cl.saveAllView(1)
@@ -169,7 +169,7 @@ cl.computeInteractionTensor(mysolver,clusterLaw)
 ################################################################################ ONLINE ##########################################################################
 # material law
 lawTFA =  3
-TFAmethod = 0     # 0: Incremental Tangent             
+TFAmethod = 0     # 0: Incremental Tangent TFA  2: Incremental Tangent HS             
 fluc_corr = 0     # 0: no correction, 1: with correction
 
 
@@ -206,10 +206,10 @@ dim=2
 # solver
 sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
 soltype = 1 # StaticLinear=0 (default) StaticNonLinear=1
-nstep = 200   # number of step (used only if soltype=1)
+nstep = 50   # number of step (used only if soltype=1)
 ftime =1.   # Final time (used only if soltype=1)
 tol=1.e-6   # relative tolerance for NR scheme (used only if soltype=1)
-nstepArch=20 # Number of step between 2 archiving (used only if soltype=1)
+nstepArch=5 # Number of step between 2 archiving (used only if soltype=1)
 fullDg = 0 # = CG, 1 = DG
 space1 = 0 # function space (Lagrange=0)
 
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/CMakeLists.txt b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/CMakeLists.txt
new file mode 100644
index 0000000000000000000000000000000000000000..87d42debf2abe073ed32689e46aeca762e62b0d5
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/CMakeLists.txt
@@ -0,0 +1,14 @@
+# test file
+
+set(PYFILE cube.py)
+
+set(FILES2DELETE 
+  cube.msh
+  disp*.msh
+  *.csv
+  E_*
+  AllView*
+  Cluster*  
+)
+
+add_cm3python_test(${PYFILE} "${FILES2DELETE}")
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.geo b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.geo
new file mode 100644
index 0000000000000000000000000000000000000000..b877a7b36b2b02aa33f060ab5b46e1d3f07bd050
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.geo
@@ -0,0 +1,288 @@
+SetFactory("OpenCASCADE");
+Geometry.NumSubEdges = 100; // nicer display of curve
+//Mesh.CharacteristicLengthMin = 0.24;
+//Mesh.CharacteristicLengthMax = 0.40;
+
+Mesh.CharacteristicLengthMin = 0.40;
+Mesh.CharacteristicLengthMax = 0.60;
+
+//ellips geomtry information ----------
+b0 = 0.04875;
+a = 0.12/b0/3.14159265;
+e1 = 0.08;
+e2 = 0.005;
+L = 4*a + 2*e1;
+l = 30.0/L;
+cl=b0/1.0;
+
+theta =  1.0/(1.0+Exp(l*L/4.0))-0.5;
+b = b0*1.1;
+z1 = -2.0*b*theta;
+
+// mesh size --------------
+lc1 = 0.100;
+lc2 = 0.050;
+lc3 = 0.05;
+
+// origin of coordinate
+
+P0 = newp;
+Point(P0) = {0.0, 0, 0.0, cl};
+
+//first wire ------------
+npts = 30;
+dl = L/(2*npts);
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, 0, -2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, 0, 2.0*b*theta};
+EndFor
+Spline(1) = {start_numP:start_numP+2*npts+2};
+Wire(1) = {1};
+
+//second wire ------------
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, L/2.0, 2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, L/2.0, -2.0*b*theta};
+EndFor
+Spline(2) = {start_numP:start_numP+2*npts+2};
+Wire(2) = {2};
+
+//third wire ------------
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, -L/2.0, 2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {(i-start_numP) * dl, -L/2.0, -2.0*b*theta};
+EndFor
+Spline(3) = {start_numP:start_numP+2*npts+2};
+Wire(3) = {3};
+
+//forth wire ------------
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {L, (i-start_numP) * dl-L/2.0, -2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {L, (i-start_numP) * dl-L/2.0, 2.0*b*theta};
+EndFor
+Spline(4) = {start_numP:start_numP+2*npts+2};
+Wire(4) = {4};
+
+//fifth wire ------------
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {L/2.0, (i-start_numP) * dl-0.5*L,  2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {L/2.0, (i-start_numP) * dl-0.5*L,  -2.0*b*theta};
+EndFor
+Spline(5) = {start_numP:start_numP+2*npts+2};
+Wire(5) = {5};
+
+//sixth wire ------------
+start_numP = newp;
+For i In {start_numP:start_numP+npts}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-L/4.0)))-0.5;
+  Point(i) = {0, (i-start_numP) * dl-L/2.0, -2.0*b*theta};
+EndFor
+For i In {start_numP+npts+1:start_numP+2*npts+2}
+  theta =  1.0/(1.0+Exp(-l*((i-start_numP) * dl-3.0*L/4.0)))-0.5;
+  Point(i) = {0, (i-start_numP) * dl-L/2.0, 2.0*b*theta};
+EndFor
+Spline(6) = {start_numP:start_numP+2*npts+2};
+Wire(6) = {6};
+
+//ellipse---------------------------------------------------
+P0 = newp;
+Point(P0) = {0,0,z1,cl};
+P1 = newp;
+Point(P1) = {0,-b0,z1,cl};
+P2 = newp;
+Point(P2) = {a,0,z1,cl};
+P3 = newp;
+Point(P3) = {0,b0,z1,cl};
+P4 = newp;
+Point(P4) = {-a,0,z1,cl};
+
+l1=newreg;
+Ellipse(l1) = {P1,P0,P2,P2};
+l2=newreg;
+Ellipse(l2) = {P2,P0,P2,P3};
+l3=newreg;
+Ellipse(l3) = {P3,P0,P4,P4};
+l4=newreg;
+Ellipse(l4) = {P4,P0,P4,P1};
+l5=newreg;
+Curve Loop(l5) = {l1,l2,l3,l4};   
+Plane Surface(1) = {l5};
+
+
+Rotate {{0,1, 0}, {0,0,z1}, Pi/2} { Surface{1}; }
+Rotate {{1,0, 0}, {0, 0, z1}, Pi/2} { Surface{1}; }
+Translate {0.0,-L/2.0,-2.0*z1} {Duplicata{Surface{1};} }
+Translate {0.0,L/2.0,-2.0*z1} {Duplicata{Surface{1};} }
+
+Rotate {{0,0,1}, {0,-L/2.0,0}, Pi/2} {Duplicata{Surface{1,2,3};} }
+Translate {1.5*L, 0, 0} { Surface{4}; }
+Translate {L/2, 0, 0} { Surface{5}; }
+Translate {L, 0, 2.0*z1} {Surface{6}; }
+
+//--extrude yarn -------------
+
+Extrude { Surface{1}; } Using Wire {1}
+Delete{ Surface{1}; }
+
+Extrude { Surface{2}; } Using Wire {2}
+Delete{ Surface{2}; }
+
+Extrude { Surface{3}; } Using Wire {3}
+Delete{ Surface{3}; }
+
+Extrude { Surface{4}; } Using Wire {4}
+Delete{ Surface{4}; }
+
+Extrude { Surface{5}; } Using Wire {5}
+Delete{ Surface{5}; }
+
+Extrude { Surface{6}; } Using Wire {6}
+Delete{ Surface{6}; }
+
+
+//c()=BooleanUnion{Volume{ 1,2,3 }; Delete;}{Volume{ 4,5,6 }; Delete;};
+b1=newv;
+Box(b1) = {0.0,-0.5*L,-2.0*b-e2, L, L, 4.0*b+2.0*e2};
+//c1() = BooleanIntersection {Volume{c()}; Delete; }{ Volume{b1}; };
+c1() = BooleanIntersection {Volume{1,2,3,4,5,6}; Delete; }{ Volume{b1}; };
+
+fr() = BooleanFragments{ Volume{b1}; Delete; }{Volume{c1()};Delete; };
+
+
+//--------------BC surfaces ---------------
+
+tolBB=5.e-3;
+
+xMin = 0.;
+xMax = L;
+yMin=-L/2.;
+yMax=L/2.;
+zMin=-2.*b-e2;
+zMax= 2.*b+e2;
+
+
+surfX0() = Surface In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMin+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Surface X = 0 ", surfX0());
+surfXL() = Surface In BoundingBox {xMax-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Surface X = L ", surfXL());
+
+surfY0() = Surface In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Surface Y = 0 ", surfY0());
+surfYL() = Surface In BoundingBox {xMin-tolBB, yMax-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Surface Y = L ", surfYL());
+
+surfZ0() = Surface In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Surface Z = 0 ", surfZ0());
+surfZL() = Surface In BoundingBox {xMin-tolBB, yMin-tolBB, zMax-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Surface Z = L ", surfZL());
+
+edZ0Y0() = Line In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMin+tolBB, zMin+tolBB};
+Printf("Edge Z = 0 Y=0", edZ0Y0());
+edZ0YL() = Line In BoundingBox {xMin-tolBB, yMax-tolBB, zMin-tolBB,  xMax+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Edge Z = 0 Y=L", edZ0YL());
+edZLY0() = Line In BoundingBox {xMin-tolBB, yMin-tolBB, zMax-tolBB, xMax+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Edge Z = L Y=0", edZLY0());
+edZLYL() = Line In BoundingBox {xMin-tolBB, yMax-tolBB, zMax-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Edge Z = L Y=L", edZLYL());
+
+edX0Y0() = Line In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMin+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Edge X = 0 Y=0", edX0Y0());
+edX0YL() = Line In BoundingBox {xMin-tolBB, yMax-tolBB, zMin-tolBB, xMin+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Edge X = 0 Y=L", edX0YL());
+edXLY0() = Line In BoundingBox {xMax-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Edge X = L Y=0", edX0Y0());
+edXLYL() = Line In BoundingBox {xMax-tolBB, yMax-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Edge X = L Y=L", edXLYL());
+
+edX0Z0() = Line In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMin+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Edge X = 0 Z=0", edX0Z0());
+edX0ZL() = Line In BoundingBox {xMin-tolBB, yMin-tolBB, zMax-tolBB, xMin+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Edge X = 0 Y=L", edX0ZL());
+edXLZ0() = Line In BoundingBox {xMax-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Edge X = L Y=0", edX0Z0());
+edXLZL() = Line In BoundingBox {xMax-tolBB, yMin-tolBB, zMax-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Edge X = L Y=L", edXLZL());
+
+
+ptX0Y0Z0() = Point In BoundingBox {xMin-tolBB, yMin-tolBB, zMin-tolBB, xMin+tolBB, yMin+tolBB, zMin+tolBB};
+Printf("Point X = 0 Y=0 Z=0", ptX0Y0Z0());
+ptXLY0Z0() = Point In BoundingBox {xMax-tolBB, yMin-tolBB, zMin-tolBB, xMax+tolBB, yMin+tolBB, zMin+tolBB};
+Printf("Point X = L Y=0 Z=0", ptXLY0Z0());
+ptX0YLZ0() = Point In BoundingBox {xMin-tolBB, yMax-tolBB, zMin-tolBB, xMin+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Point X = 0 Y=0 Z=0", ptX0Y0Z0());
+ptXLYLZ0() = Point In BoundingBox {xMax-tolBB, yMax-tolBB, zMin-tolBB, xMax+tolBB, yMax+tolBB, zMin+tolBB};
+Printf("Point X = L Y=0 Z=0", ptXLY0Z0());
+
+ptX0Y0ZL() = Point In BoundingBox {xMin-tolBB, yMin-tolBB, zMax-tolBB, xMin+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Point X = 0 Y=0 Z=L", ptX0Y0ZL());
+ptXLY0ZL() = Point In BoundingBox {xMax-tolBB, yMin-tolBB, zMax-tolBB, xMax+tolBB, yMin+tolBB, zMax+tolBB};
+Printf("Point X = L Y=0 Z=L", ptXLY0ZL());
+ptX0YLZL() = Point In BoundingBox {xMin-tolBB, yMax-tolBB, zMax-tolBB, xMin+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Point X = 0 Y=0 Z=L", ptX0Y0ZL());
+ptXLYLZL() = Point In BoundingBox {xMax-tolBB, yMax-tolBB, zMax-tolBB, xMax+tolBB, yMax+tolBB, zMax+tolBB};
+Printf("Point X = L Y=0 Z=L", ptXLY0ZL());
+
+Physical Surface(100) = { surfX0() }; //x=0
+Physical Surface(101) = { surfXL() }; //x=L
+Physical Surface(110) = { surfY0()  }; //y=0
+Physical Surface(111) = { surfYL() }; //y=L
+Physical Surface(120) = { surfZ0() }; //z=0
+Physical Surface(121) = { surfZL() }; //z=L
+
+Physical Line(100) = { edZ0Y0() }; //y = 0, z = 0
+Physical Line(101) = { edZ0YL() }; //y = L, z = 0
+Physical Line(102) = { edZLY0() }; //y = 0, z = L
+Physical Line(103) = { edZLYL() }; //y = L, z = L
+Physical Line(110) = { edX0Z0() }; //x = 0, z = 0
+Physical Line(111) = { edX0ZL() }; //x = 0, z = L
+Physical Line(112) = { edXLZ0() }; //x = L, z = 0
+Physical Line(113) = { edXLZL() }; //x = L, z = L
+Physical Line(120) = { edX0Y0() }; //x = 0, y = 0
+Physical Line(121) = { edX0YL() }; //x = 0, y = L
+Physical Line(122) = { edXLY0() }; //x = L, y = 0
+Physical Line(123) = { edXLYL() }; //x = L, y = L
+
+
+Physical Point(1)= { ptX0Y0Z0() };
+Physical Point(2)= { ptXLY0Z0() };
+Physical Point(3)= { ptXLYLZ0() };
+Physical Point(4)= { ptX0YLZ0() };
+Physical Point(5)= { ptX0Y0ZL() };
+Physical Point(6)= { ptXLY0ZL() };
+Physical Point(7)= { ptXLYLZL() };
+Physical Point(8)= { ptX0YLZL() };
+
+
+
+Physical Volume(51) ={7};
+
+//Physical Volume(52) ={1,2,3,4,5,6};
+Physical Volume(52) ={1,2,3};
+Physical Volume(53) ={4,5,6};
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.msh b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.msh
new file mode 100644
index 0000000000000000000000000000000000000000..c1e6a8e82b2caaedc2d33383f20e197d86841309
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/WLogC2.msh
@@ -0,0 +1,3974 @@
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+2177 326 352 30 189 
+2178 21 122 260 298 
+2179 21 260 122 94 
+2180 257 122 260 94 
+2181 14 93 206 95 
+2182 144 90 145 415 
+2183 144 145 90 308 
+2184 407 145 90 415 
+2185 407 90 145 308 
+2186 92 91 319 261 
+2187 92 319 91 316 
+2188 150 319 91 261 
+2189 150 91 319 316 
+2190 168 38 402 277 
+2191 168 402 38 342 
+2192 296 18 126 293 
+2193 296 126 18 279 
+2194 131 102 296 293 
+2195 131 296 102 279 
+2196 102 18 296 293 
+2197 102 296 18 279 
+2198 355 93 128 417 
+2199 127 128 93 417 
+2200 127 93 128 294 
+2201 363 350 291 353 
+2202 291 350 363 130 
+2203 291 129 363 353 
+2204 363 129 291 130 
+2205 65 59 395 147 
+2206 386 395 59 147 
+2207 165 166 373 349 
+2208 165 373 166 247 
+2209 370 373 166 349 
+2210 370 166 373 247 
+2211 351 15 98 185 
+2212 351 98 15 333 
+2213 386 233 395 405 
+2214 386 395 233 59 
+2215 65 395 233 405 
+2216 65 233 395 59 
+2217 14 369 93 294 
+2218 14 93 369 206 
+2219 337 280 109 334 
+2220 337 109 280 281 
+2221 260 295 122 257 
+2222 260 122 295 298 
+2223 282 296 126 297 
+2224 126 296 282 279 
+2225 92 389 409 398 
+2226 409 389 92 316 
+2227 409 91 92 398 
+2228 92 91 409 316 
+2229 75 287 385 127 
+2230 75 389 385 403 
+2231 385 389 75 127 
+2232 381 100 276 396 
+2233 381 276 100 275 
+2234 362 73 246 245 
+2235 362 246 73 375 
+2236 89 365 11 332 
+2237 182 11 365 332 
+2238 182 365 11 181 
+2239 102 160 274 379 
+2240 102 274 160 270 
+2241 205 274 160 379 
+2242 205 160 274 270 
+2243 91 409 393 380 
+2244 91 393 409 151 
+2245 61 359 221 222 
+2246 221 359 61 361 
+2247 93 369 128 294 
+2248 93 128 369 355 
+2249 350 18 102 293 
+2250 274 210 102 379 
+2251 274 102 210 18 
+2252 350 102 210 379 
+2253 350 210 102 18 
+2254 125 350 353 291 
+2255 353 350 125 209 
+2256 353 124 125 291 
+2257 125 124 353 209 
+2258 292 128 369 294 
+2259 369 128 292 348 
+2260 369 123 292 294 
+2261 292 123 369 348 
+2262 142 328 203 31 
+2263 142 203 328 374 
+2264 11 265 365 89 
+2265 11 365 265 181 
+2266 90 397 164 255 
+2267 90 164 397 407 
+2268 65 234 218 405 
+2269 65 218 234 3 
+2270 75 411 385 287 
+2271 385 411 75 403 
+$EndElements
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.geo b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.geo
new file mode 100644
index 0000000000000000000000000000000000000000..1633d0e486b01c309f38f2561f49359fb4ca0e5b
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.geo
@@ -0,0 +1,39 @@
+// Test case a SCB with a vertical load at its free extremity
+// Size
+
+x=1.;
+y=1.;
+
+// definition of points
+Point(1) = { 0.0 , 0.0 , 0.0 };
+Point(2) = {  x  , 0.0 , 0.0 };
+Point(3) = {  x  ,  y  , 0.0 };
+Point(4) = { 0.0 ,  y  , 0.0 };
+
+// Line between points
+Line(1) = {1,2};
+Line(2) = {2,3};
+Line(3) = {3,4};
+Line(4) = {4,1};
+
+// Surface definition
+Line Loop(1) = {1,2,3,4};
+
+Plane Surface(1) = {1};
+
+// Physical objects to applied BC and material
+Physical Surface(1234) = {1};
+
+Physical Line(12) = {1};
+Physical Line(23) = {2};
+Physical Line(34) = {3};
+Physical Line(41) = {4};
+
+Physical Point(1) ={1};
+Physical Point(2) ={2};
+Physical Point(3) ={3};
+Physical Point(4) ={4};
+
+Transfinite Line {1,2,3,4} = 2;
+Transfinite Surface {1};
+Recombine Surface {1};
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.msh b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.msh
new file mode 100644
index 0000000000000000000000000000000000000000..c5304c3a468013fd2680b2404704460b69d37b37
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.msh
@@ -0,0 +1,39 @@
+$MeshFormat
+3 0 8
+$EndMeshFormat
+$Entities
+4 4 1 0
+1 1 1 
+2 1 2 
+3 1 3 
+4 1 4 
+1 2 1 2 1 12 
+2 2 2 3 1 23 
+3 2 3 4 1 34 
+4 2 4 1 1 41 
+1 4 1 2 3 4 1 1234 
+$EndEntities
+$Nodes
+9
+1 0 0 0 0
+2 1 0 0 0
+3 1 1 0 0
+4 0 1 0 0
+5 0.4999999999986718 0 0 0
+6 1 0.4999999999986718 0 0
+7 0.5000000000013305 1 0 0
+8 0 0.5000000000013305 0 0
+9 0.5000000000000011 0.5000000000000011 0 0
+$EndNodes
+$Elements
+9
+9 10 1 9 1 2 3 4 5 6 7 8 9
+5 8 1 3 1 2 5
+6 8 2 3 2 3 6
+7 8 3 3 3 4 7
+8 8 4 3 4 1 8
+1 15 1 1 1
+2 15 2 1 2
+3 15 3 1 3
+4 15 4 1 4
+$EndElements
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.py b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.py
new file mode 100644
index 0000000000000000000000000000000000000000..67b0bd1d411c0cd7ab4f44b9c810feb1d4f75906
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/cube.py
@@ -0,0 +1,413 @@
+from gmshpy import *
+from dG3Dpy import*
+
+import os
+
+################################################################################ OFFLINE ##########################################################################
+
+rho   = 1000.e-9
+
+propertiesMatrix_el = "propertiesEL_mat.i01"
+propertiesYarnX_el = "propertiesEL_an0.i01"
+propertiesYarnY_el = "propertiesEL_an1.i01"
+
+# material law
+lawnumMatrix = 11 # unique number of law
+lawnumYarnX = 12 # unique number of law
+lawnumYarnY = 13 # unique number of law
+
+#  creation of law
+b0 = 0.04875
+a = 0.12/b0/3.14159265
+b= b0*1.1
+
+e1 = 0.08
+e2 = 0.005
+
+Lx = 4.*a + 2.*e1
+Ly = 4.*a + 2.*e1
+Lz = 4.0*b+ 2.0*e2
+
+l = 30.0/Lx
+
+Ori_x = Lx/2.
+Ori_y = 0.0
+Ori_z = 0.0
+
+law1 = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumMatrix,rho,propertiesMatrix_el, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+law2 = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumYarnX,rho,propertiesYarnX_el, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+law3 = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumYarnY,rho,propertiesYarnY_el, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+
+# geometry
+meshfile="WLogC2.msh" # name of mesh file
+
+matrix = 51
+yarnX = 52
+yarnY = 53
+
+myfield1 = dG3DDomain(1000,matrix,0,lawnumMatrix,0,3)
+myfield2 = dG3DDomain(1000,yarnX,0,lawnumYarnX,0,3)
+myfield3 = dG3DDomain(1000,yarnY,0,lawnumYarnY,0,3)
+
+myfield1.stabilityParameters(1000)
+myfield2.stabilityParameters(1000)
+myfield3.stabilityParameters(1000)
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 1  # number of step (used only if soltype=1)
+ftime =1  # Final time (used only if soltype=1)
+tol=1.e-8  # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
+
+
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.loadModel(meshfile)
+
+mysolver.addDomain(myfield1)
+mysolver.addMaterialLaw(law1)
+mysolver.addDomain(myfield2)
+mysolver.addMaterialLaw(law2)
+mysolver.addDomain(myfield3)
+mysolver.addMaterialLaw(law3)
+
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+# micro solver without reestimating stiffness matrix
+system =3
+mysolver.setSystemType(system)
+mysolver.stiffnessModification(False)
+mysolver.setMessageView(True)
+
+#BC
+bcType= "MIXED"
+if bcType=="PBC":
+	microBC = nonLinearPeriodicBC(1000,3) 
+	microBC.setOrder(1)
+	microBC.setBCPhysical(120,100,110,121,101,111)
+
+	method = 5     # Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4
+	degree = 3      # Order used for polynomial interpolation 
+	addvertex = 0   # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+	microBC.setPeriodicBCOptions(method, degree, bool(addvertex))
+elif bcType=="MIXED":
+	microBC = nonLinearMixedBC(1000,3) 
+	microBC.setOrder(1)
+	microBC.setBCPhysical(120,100,110,121,101,111)
+	
+	microBC.setKinematicPhysical(120,2)
+	microBC.setKinematicPhysical(121,2)
+	microBC.setPeriodicPhysicals(121,120,0)
+	microBC.setPeriodicPhysicals(121,120,1)
+	
+	microBC.setPeriodicPhysicals(101,100,0)
+	microBC.setPeriodicPhysicals(101,100,1)
+	microBC.setPeriodicPhysicals(101,100,2)
+	
+	microBC.setPeriodicPhysicals(111,110,0)
+	microBC.setPeriodicPhysicals(111,110,1)
+	microBC.setPeriodicPhysicals(111,110,2)
+	
+	method = 5     # Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4
+	degree = 3      # Order used for polynomial interpolation 
+	addvertex = 0   # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+	microBC.setPeriodicBCOptions(method, degree, bool(addvertex))
+
+mysolver.addMicroBC(microBC)
+mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
+mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+cl = Clustering()
+cl.solveStrainConcentration(mysolver,1)
+
+
+#--------------------------PLASTICITY----------------------------------
+
+# materials
+propertiesMatrix = "properties_mat.i01"
+propertiesYarnX = "properties_an0.i01"
+propertiesYarnY = "properties_an1.i01"
+
+law1plast = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumMatrix,rho,propertiesMatrix, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+law2plast = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumYarnX,rho,propertiesYarnX, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+law3plast = NonLocalDamageDG3DMaterialLaw_Stoch(lawnumYarnY,rho,propertiesYarnY, Ori_x, Ori_y, Ori_z, Lx, Ly, Lz, a, b, l,90.0,90.0,0.0,"Logistic")
+
+law1plast.setUseBarF(True)
+law2plast.setUseBarF(True)
+law3plast.setUseBarF(True)
+
+myfield1plast = dG3DDomain(1000,matrix,0,lawnumMatrix,0,3)
+myfield2plast = dG3DDomain(1000,yarnX,0,lawnumYarnX,0,3)
+myfield3plast = dG3DDomain(1000,yarnY,0,lawnumYarnY,0,3)
+
+myfield1plast.stabilityParameters(1000)
+myfield2plast.stabilityParameters(1000)
+myfield3plast.stabilityParameters(1000)
+
+# creation of Solver
+nstep_plast = 100
+tol_plast = 1.e-6
+nstepArch_plast = 20
+mysolverPlast = nonLinearMechSolver(1002)
+mysolverPlast.loadModel(meshfile)
+
+mysolverPlast.addDomain(myfield1plast)
+mysolverPlast.addMaterialLaw(law1plast)
+
+mysolverPlast.addDomain(myfield2plast)
+mysolverPlast.addMaterialLaw(law2plast)
+mysolverPlast.addDomain(myfield3plast)
+mysolverPlast.addMaterialLaw(law3plast)
+
+mysolverPlast.Scheme(soltype)
+mysolverPlast.Solver(sol)
+mysolverPlast.snlData(nstep_plast,ftime,tol_plast)
+mysolverPlast.stepBetweenArchiving(nstepArch_plast)
+
+# micro solver without reestimating stiffness matrix
+system3 =3
+mysolverPlast.setSystemType(system3)
+
+#BC
+bcType= "MIXED"
+if bcType=="PBC":
+	microBC3 = nonLinearPeriodicBC(1002,3) 
+	microBC3.setOrder(1)
+	microBC3.setBCPhysical(120,100,110,121,101,111)
+
+	method = 5     # Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4
+	degree = 3      # Order used for polynomial interpolation 
+	addvertex = 0   # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+	microBC3.setPeriodicBCOptions(method, degree, bool(addvertex))
+elif bcType=="MIXED":
+	microBC3 = nonLinearMixedBC(1002,3) 
+	microBC3.setOrder(1)
+	microBC3.setBCPhysical(120,100,110,121,101,111)
+	
+	microBC3.setKinematicPhysical(120,2)
+	microBC3.setKinematicPhysical(121,2)
+	microBC3.setPeriodicPhysicals(121,120,0)
+	microBC3.setPeriodicPhysicals(121,120,1)
+	
+	microBC3.setPeriodicPhysicals(101,100,0)
+	microBC3.setPeriodicPhysicals(101,100,1)
+	microBC3.setPeriodicPhysicals(101,100,2)
+	
+	microBC3.setPeriodicPhysicals(111,110,0)
+	microBC3.setPeriodicPhysicals(111,110,1)
+	microBC3.setPeriodicPhysicals(111,110,2)
+	
+	method = 5     # Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4
+	degree = 3      # Order used for polynomial interpolation 
+	addvertex = 0   # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+	microBC3.setPeriodicBCOptions(method, degree, bool(addvertex))
+
+
+mysolverPlast.addMicroBC(microBC3)
+mysolverPlast.stressAveragingFlag(True) # set stress averaging ON- 0 , OFF-1
+mysolverPlast.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
+
+mysolverPlast.internalPointBuildView("Eq. stress",IPField.SVM, 1, 1);
+mysolverPlast.internalPointBuildView("Eq. plastic strain",IPField.PLASTICSTRAIN, 1, 1);
+
+mysolverPlast.archivingAverageValue(IPField.SVM)
+mysolverPlast.archivingAverageValue(IPField.PLASTICSTRAIN)
+mysolverPlast.archivingAverageValue(IPField.SIG_XX)
+mysolverPlast.archivingAverageValue(IPField.SIG_YY)
+mysolverPlast.archivingAverageValue(IPField.SIG_ZZ)
+mysolverPlast.archivingAverageValue(IPField.SIG_XY)
+mysolverPlast.archivingAverageValue(IPField.SIG_YZ)
+mysolverPlast.archivingAverageValue(IPField.SIG_XZ)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_XX)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_YY)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_ZZ)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_XY)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_YZ)
+mysolverPlast.archivingAverageValue(IPField.STRAIN_XZ)
+
+cl.solveStrainConcentrationInelastic(mysolverPlast)
+
+
+#--------------------------Clustering----------------------------------
+
+cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
+cl.loadInelasticStrainConcentrationDataFromFile("inelasticStrainConcentrationData.csv")
+cl.loadLocalOrientationDataFromFile("orientationData.csv")
+
+cl.setNumberOfClustersForMaterial(lawnumMatrix,2)
+cl.setNumberOfClustersForMaterial(lawnumYarnX,2)
+cl.setNumberOfClustersForMaterial(lawnumYarnY,2)
+
+ok = cl.computeClustersLocalOrientation(3) # min number of element in each cluster
+cl.saveAllView()
+cl.saveAllView(0)
+cl.saveAllView(1)
+cl.saveAllView(2)
+cl.saveFieldToView(Clustering.ClusterIndex)
+cl.saveFieldToView(Clustering.ClusterIndex,0)
+cl.saveFieldToView(Clustering.ClusterIndex,1)
+cl.saveFieldToView(Clustering.ClusterIndex,2)
+
+
+#--------------------------Interaction----------------------------------
+law3num = 3
+clusterLaw = ClusterDG3DMaterialLaw(law3num,cl)
+cl.computeInteractionTensor(mysolver,clusterLaw)
+
+
+################################################################################ ONLINE ##########################################################################
+# TFA law
+lawTFA =  3
+TFAmethod = 0     # 0: Incremental Tangent  2: Polarization Tangent
+fluc_corr = 0     # 0: no correction   1: with fluctuation correction
+incOri = 1
+dim=3
+
+rho   = 1000.e-9
+
+b0 = 0.04875
+a = 0.12/b0/3.14159265
+e1 = 0.08
+Lx = 4.*a + 2.*e1
+
+#material parameters
+propertiesMatrix = "propertiesOnline_mat.i01"
+propertiesYarnX = "propertiesOnline_an0.i01"
+propertiesYarnY = "propertiesOnline_an1.i01"
+
+# material laws
+lawnumMatrix = 11 # unique number of law
+lawnumYarnX = 12 # unique number of law
+lawnumYarnY = 13 # unique number of law
+law1 = NonLocalDamageDG3DMaterialLaw(lawnumMatrix,rho,propertiesMatrix)
+law2 = NonLocalDamageDG3DMaterialLaw(lawnumYarnX,rho,propertiesYarnX)
+law3 = NonLocalDamageDG3DMaterialLaw(lawnumYarnY,rho,propertiesYarnY)
+lawRed = TFADG3DMaterialLaw(lawTFA, rho)
+lawRed.setTFAMethod(TFAmethod,dim,fluc_corr)   ## TFA method, dimension, correction: 0 without correction (default) or 1 with correction
+if incOri == 1:
+  lawRed.setClusterIncOrientation()
+  
+if TFAmethod==0:
+  lawRed.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummary_nbClusters_20.csv',
+                                                        'InteractionTensorData_nbClusters_20.csv')
+  if incOri == 1:
+    lawRed.loadClusterFiberOrientationFromFile('ClusterMeanFiberOrientation_nbClusters_20.csv')
+if TFAmethod==2:
+  lawRed.loadClusterSummaryAndInteractionTensorsFromFiles('ClusterDataSummary_nbClusters_20.csv',
+                                                        'InteractionTensorData_nbClusters_20.csv')
+  lawRed.loadReferenceStiffnessFromFile('ElasticStiffnessHom.csv')
+  lawRed.loadReferenceStiffnessIsoFromFile('ElasticStiffnessHomIso_muFix.csv')
+  if incOri == 1:
+    lawRed.loadClusterFiberOrientationFromFile('ClusterMeanFiberOrientation_nbClusters_20.csv')
+  
+
+# geometry
+geofile="cube.geo"
+meshfile="cube.msh" # name of mesh file
+
+# creation of ElasticField
+nfield = 10 # number of the field (physical number of surface)
+fullDg = 0 # = CG, 1 = DG
+space = 0 # function space (Lagrange=0)
+numNlv = 0
+myfield = dG3DDomain(1000,nfield,space,lawTFA,fullDg,dim,numNlv)
+myfield.stabilityParameters(1000.)
+#myfield.matrixByPerturbation(1,1,1,1e-8)
+
+# solver
+sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
+soltype = 1 # StaticLinear=0 (default) StaticNonLinear=1
+nstep = 50   # number of step (used only if soltype=1)
+ftime =1.   # Final time (used only if soltype=1)
+tol=1.e-6   # relative tolerance for NR scheme (used only if soltype=1)
+nstepArch=5 # Number of step between 2 archiving (used only if soltype=1)
+
+# creation of Solver
+mysolver = nonLinearMechSolver(1000)
+mysolver.createModel(geofile,meshfile,dim,1)
+#mysolver.loadModel(meshfile)
+mysolver.addDomain(myfield)
+mysolver.addMaterialLaw(law1)
+mysolver.addMaterialLaw(law2)
+mysolver.addMaterialLaw(law3)
+mysolver.addMaterialLaw(lawRed)
+
+mysolver.Scheme(soltype)
+mysolver.Solver(sol)
+mysolver.snlData(nstep,ftime,tol)
+mysolver.stepBetweenArchiving(nstepArch)
+
+
+# BC
+microBC = nonLinearPeriodicBC(1000,3)
+
+method = 1	   # Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4
+degree = 3	    # Order used for polynomial interpolation 
+addvertex = 1   # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
+microBC.setPeriodicBCOptions(method, degree, bool(addvertex)) 
+
+microBC.setOrder(1)
+
+#microBC.setBCPhysical(5678,4158,3487,2376,1265,1234)
+microBC.setBCPhysical(1234,4158,1265,5678,2376,3487)
+
+# Deformation gradient
+mysolver.setMicroProblemIndentification(0, 0);
+#stress averaging flag and averaging method 0- VOLUME, 1- SURFACE
+mysolver.stressAveragingFlag(bool(1)) # set stress averaging ON- 0 , OFF-1
+mysolver.setStressAveragingMethod(0) # 0 -volume 1- surface
+#tangent averaging flag
+mysolver.tangentAveragingFlag(bool(1)) # set tangent averaging ON -0, OFF -1
+mysolver.setTangentAveragingMethod(2,1e-6) # 0- perturbation 1- condensation
+
+##tension along x
+mysolver.displacementBC("Face",4158,0,0.)
+a=3.2941281137
+eps_xx_max=0.02
+#d1=eps_xx_max*a
+d1=eps_xx_max*Lx
+cyclicFunction1=cycleFunctionTime(0.,0., ftime,d1/2.)
+mysolver.displacementBC("Face",2376,0,cyclicFunction1)
+mysolver.displacementBC("Face",1234,2,0.)
+mysolver.displacementBC("Face",1265,1,0.)
+
+mysolver.archivingAverageValue(IPField.SIG_XX)
+mysolver.archivingAverageValue(IPField.SIG_YY)
+mysolver.archivingAverageValue(IPField.SIG_ZZ)
+mysolver.archivingAverageValue(IPField.SIG_XY)
+mysolver.archivingAverageValue(IPField.SIG_YZ)
+mysolver.archivingAverageValue(IPField.SIG_XZ)
+
+mysolver.archivingAverageValue(IPField.P_XX)
+mysolver.archivingAverageValue(IPField.P_YY)
+mysolver.archivingAverageValue(IPField.P_ZZ)
+mysolver.archivingAverageValue(IPField.P_XY)
+mysolver.archivingAverageValue(IPField.P_YZ)
+mysolver.archivingAverageValue(IPField.P_XZ)
+
+mysolver.archivingAverageValue(IPField.STRAIN_XX)
+mysolver.archivingAverageValue(IPField.STRAIN_YY)
+mysolver.archivingAverageValue(IPField.STRAIN_ZZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XY)
+mysolver.archivingAverageValue(IPField.STRAIN_YZ)
+mysolver.archivingAverageValue(IPField.STRAIN_XZ)
+mysolver.archivingAverageValue(IPField.PLASTICSTRAIN)
+mysolver.archivingAverageValue(IPField.DAMAGE)
+
+mysolver.solve()
+
+check = TestCheck()
+import csv
+data = csv.reader(open('E_1_GP_0_stress.csv'), delimiter=';')
+strs = list(data)
+check.equal(3.133567e+01,float(strs[-1][1]),1e-6)
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an0.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an0.i01
new file mode 100644
index 0000000000000000000000000000000000000000..1d7f32b6067a79b77ecc055deafb26bcee3001a0
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an0.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+1                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+1000000.0e6                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+50.0                                             hardening modulus 1 73.0e6
+500                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+7                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+40.0e3                                             E1
+40.0e3                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+200                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+200                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+200
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an1.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an1.i01
new file mode 100644
index 0000000000000000000000000000000000000000..1d7f32b6067a79b77ecc055deafb26bcee3001a0
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_an1.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+1                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+1000000.0e6                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+50.0                                             hardening modulus 1 73.0e6
+500                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+7                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+40.0e3                                             E1
+40.0e3                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+200                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+200                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+200
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_mat.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_mat.i01
new file mode 100644
index 0000000000000000000000000000000000000000..c7d01737b310b8af2adb1c81f47821c195998df4
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesEL_mat.i01
@@ -0,0 +1,32 @@
+25                             DEPVAR  (number max. of state variables allocated and can be used)
+20                             number of USER MATERIAL CONSTANTS (+3?)
+2                              matrix material model (2: EP; 21: EP with random material properties)
+0                             position for matrix local damage parameters (+3 / =0 if no damage)
+0                             position for matrix non-local damage parameters (+3 / =0 if no damage)
+3.2e3                        matrix Young's modulus E0 << Set 0.0 for random variable >>
+0.3                    matrix Poisson's ratio nu0 << Set 0.0 for random variable >>
+1000000.0e6                    matrix initial yield stress sigmaYm0 << Set 0.0 for random variable >>
+2                              matrix hardening law model (2: H_EXP)
+50.0                          matrix hardening modulus h0 << Set 0.0 for random vaiable >>
+500.0                  matrix hardening exponent m0 << Set 0.0 for random vaiable >>
+50.0                   matrix hardening parameter (not used in model 2)
+0                             matrix damage model (10 SIGMOID: could be local or non local damage model)
+1                            matrix damage exponent beta0 (for damage model 10)
+0.007                          matrix damage initial strain pc0 (for model 10)
+0.000000000                    (pc0=0 for damage model 2, not used in damage model 10)
+1                              matrix non-local damage parameter: cl model: 0: cl=0; 1 isotropic; 2 anisotroic; 3 variable iso; 4 variable aniso
+4.e-4  #2.0                    matrix non-local damage parameter: anisotropic characteristic length
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an0.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an0.i01
new file mode 100644
index 0000000000000000000000000000000000000000..0c5547d3869dbe9b815695f7a815d246be1804dc
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an0.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+2                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+30.0                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+130.0                                             hardening modulus 1 73.0e6
+300.                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+1                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+75.0e3                                             E1
+0.2                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+0                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+0                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+0
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an1.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an1.i01
new file mode 100644
index 0000000000000000000000000000000000000000..0c5547d3869dbe9b815695f7a815d246be1804dc
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_an1.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+2                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+30.0                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+130.0                                             hardening modulus 1 73.0e6
+300.                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+1                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+75.0e3                                             E1
+0.2                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+0                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+0                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+0
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_mat.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_mat.i01
new file mode 100644
index 0000000000000000000000000000000000000000..997b9c0a7f2c71d0e46cce50c6b1df3237a0c092
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/propertiesOnline_mat.i01
@@ -0,0 +1,32 @@
+25                             DEPVAR  (number max. of state variables allocated and can be used)
+20                             number of USER MATERIAL CONSTANTS (+3?)
+2                              matrix material model (2: EP; 21: EP with random material properties)
+0                             position for matrix local damage parameters (+3 / =0 if no damage)
+0                             position for matrix non-local damage parameters (+3 / =0 if no damage)
+3.2e3                        matrix Young's modulus E0 << Set 0.0 for random variable >>
+0.3                    matrix Poisson's ratio nu0 << Set 0.0 for random variable >>
+30.0                           matrix initial yield stress sigmaYm0 << Set 0.0 for random variable >>
+2                              matrix hardening law model (2: H_EXP)
+130.0                          matrix hardening modulus h0 << Set 0.0 for random vaiable >>
+300.0                  matrix hardening exponent m0 << Set 0.0 for random vaiable >>
+50.0                   matrix hardening parameter (not used in model 2)
+0                             matrix damage model (10 SIGMOID: could be local or non local damage model)
+1                            matrix damage exponent beta0 (for damage model 10)
+0.007                          matrix damage initial strain pc0 (for model 10)
+0.000000000                    (pc0=0 for damage model 2, not used in damage model 10)
+1                              matrix non-local damage parameter: cl model: 0: cl=0; 1 isotropic; 2 anisotroic; 3 variable iso; 4 variable aniso
+4.e-4  #2.0                    matrix non-local damage parameter: anisotropic characteristic length
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an0.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an0.i01
new file mode 100644
index 0000000000000000000000000000000000000000..936d1c2f8ce77abac9ee4245a47b71a4112416ff
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an0.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+2                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+30.0                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+50.0                                             hardening modulus 1 73.0e6
+500                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+7                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+40.0e3                                             E1
+40.0e3                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+200                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+200                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+200
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an1.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an1.i01
new file mode 100644
index 0000000000000000000000000000000000000000..936d1c2f8ce77abac9ee4245a47b71a4112416ff
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_an1.i01
@@ -0,0 +1,51 @@
+50                                                 DEPVAR  (number of state variables)
+47                                                 number of USER MATERIAL CONSTANTS
+6                                                  material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC, 8: inc sec
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0                                                  characteristic length model
+6                                                  position for mtrix properties in  props vector
+19                                                 position for inclusion properties in  props vector
+34                                                 position for geometry parameters of inclusion in  props vector
+2                                                  mtrix properties-- material model 2: EP
+0                                                  matix damage: 0 no damage; !0 the position of damage parameter 8
+0
+3.2e3                                              Young's modulus of matrix
+0.3                                                Poisson's ratio of matrix
+30.0                                              Initial yield stress
+2                                                  Hardening law (1: power law, 2: exponential, 3: linear-exponential, 4:Swift
+50.0                                             hardening modulus 1 73.0e6
+500                                               hardening exponent
+0                                                  damage properties--damage model 
+0.1e6                                              S0 
+2                                                  n     
+0.00                                                p0
+7                                                 material type: 1: EL; 2:EP; 3:VT; 4:MT; 5:SC; 7: ANEL  
+0                                                  damage: 0 no damage; !0 the position of damage parameter
+0
+40.0e3                                             E1
+40.0e3                                             E2
+230.0e3                                            E3
+0.2                                                nu12
+0.044521739                                        nu13
+0.044521739                                        nu23 
+16.7e3                                             G12
+24.0e3                                             G13
+24.0e3                                             G23
+200                                              euler angles
+0
+0
+0.8                                               geometry parameters of inclusion        
+1000.
+1000.
+200                                                damage paramters
+0
+0
+2                                                 Characteristic length model: 0: cl=0; 1: isotropic; 2: anisotroic; 3 variable iso; 4 variable aniso
+8.45e-11
+8.45e-11
+2e-6
+200
+0
+0
+
+
diff --git a/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_mat.i01 b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_mat.i01
new file mode 100644
index 0000000000000000000000000000000000000000..e4918510b45afdf2db41b5ace72df1b061b4d527
--- /dev/null
+++ b/dG3D/benchmarks/ClusteringWovenTFA_offlinePlastic/properties_mat.i01
@@ -0,0 +1,32 @@
+25                             DEPVAR  (number max. of state variables allocated and can be used)
+20                             number of USER MATERIAL CONSTANTS (+3?)
+2                              matrix material model (2: EP; 21: EP with random material properties)
+0                             position for matrix local damage parameters (+3 / =0 if no damage)
+0                             position for matrix non-local damage parameters (+3 / =0 if no damage)
+3.2e3                        matrix Young's modulus E0 << Set 0.0 for random variable >>
+0.3                    matrix Poisson's ratio nu0 << Set 0.0 for random variable >>
+30.0                           matrix initial yield stress sigmaYm0 << Set 0.0 for random variable >>
+2                              matrix hardening law model (2: H_EXP)
+50.0                          matrix hardening modulus h0 << Set 0.0 for random vaiable >>
+500.0                  matrix hardening exponent m0 << Set 0.0 for random vaiable >>
+50.0                   matrix hardening parameter (not used in model 2)
+0                             matrix damage model (10 SIGMOID: could be local or non local damage model)
+1                            matrix damage exponent beta0 (for damage model 10)
+0.007                          matrix damage initial strain pc0 (for model 10)
+0.000000000                    (pc0=0 for damage model 2, not used in damage model 10)
+1                              matrix non-local damage parameter: cl model: 0: cl=0; 1 isotropic; 2 anisotroic; 3 variable iso; 4 variable aniso
+4.e-4  #2.0                    matrix non-local damage parameter: anisotropic characteristic length
+
+
+
+
+
+
+
+
+
+
+
+
+
+
diff --git a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/inclusions_2Dperiodic_vf30.msh b/dG3D/benchmarks/TFA_offline_onlineUniaxTension/inclusions_2Dperiodic_vf30.msh
deleted file mode 100644
index 4ba6c3dc098d1aa442087a37092dbc8896b40299..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/TFA_offline_onlineUniaxTension/inclusions_2Dperiodic_vf30.msh
+++ /dev/null
@@ -1,137604 +0,0 @@
-$MeshFormat
-4.1 0 8
-$EndMeshFormat
-$Entities
-49 46 10 0
-5 0.12 0.1 0 0 
-10 0.3 -0.2 0 0 
-15 -0.3 -0.45 0 0 
-21 -0.3 0.55 0 0 
-25 -0.2 -0.1 0 0 
-30 0.53 0.2 0 0 
-34 -0.47 0.2 0 0 
-40 0.2 0.45 0 0 
-46 0.2 -0.55 0 0 
-47 -0.4999999999999991 0.07350889359326442 0 0 
-48 -0.5 -0.5 0 1 1 
-49 -0.47 0.07000000000000001 0 0 
-50 -0.34 0.2 0 0 
-51 -0.47 0.33 0 0 
-52 -0.4999999999999992 0.3264911064067356 0 0 
-53 -0.5 0.5 0 1 7 
-54 -0.4090871211463611 0.5000000000000043 0 0 
-55 -0.3 0.43 0 0 
-56 -0.1909128788536389 0.5000000000000043 0 0 
-57 0.08000000000000002 0.5 0 0 
-58 0.07000000000000001 0.45 0 0 
-59 0.2 0.32 0 0 
-60 0.33 0.45 0 0 
-61 0.3200000000000001 0.5 0 0 
-62 0.5 0.5 0 1 5 
-63 0.5000000000000009 0.3264911064067355 0 0 
-64 0.4 0.2 0 0 
-65 0.5000000000000009 0.07350889359326442 0 0 
-66 0.5 -0.5 0 1 3 
-67 0.32 -0.4999999999999999 0 0 
-68 0.2 -0.42 0 0 
-69 0.08000000000000007 -0.4999999999999999 0 0 
-70 -0.1909128788536388 -0.4999999999999957 0 0 
-71 -0.18 -0.45 0 0 
-72 -0.3 -0.33 0 0 
-73 -0.42 -0.45 0 0 
-74 -0.4090871211463611 -0.4999999999999957 0 0 
-75 -0.2 0.03 0 0 
-76 -0.07000000000000001 -0.1 0 0 
-77 -0.33 -0.1 0 0 
-78 -0.2 -0.23 0 0 
-79 0.12 0.23 0 0 
-80 0.25 0.1 0 0 
-81 -0.01000000000000001 0.1 0 0 
-82 0.12 -0.03 0 0 
-83 0.3 -0.08000000000000002 0 0 
-84 0.42 -0.2 0 0 
-85 0.18 -0.2 0 0 
-86 0.3 -0.32 0 0 
-1 -0.5000000999999999 -0.5000000999999999 -1e-07 -0.4999999 0.07350899359326438 1e-07 1 100 2 47 -48 
-2 -0.5000000999999991 0.0699999 -1e-07 -0.4699999 0.07350899359326463 1e-07 0 2 49 -47 
-3 -0.4700001 0.0699999 -1e-07 -0.3399999 0.2000001 1e-07 0 2 50 -49 
-4 -0.4700001 0.1999999 -1e-07 -0.3399999 0.3300001 1e-07 0 2 51 -50 
-5 -0.5000000999999993 0.3264910064067354 -1e-07 -0.4699999 0.3300001 1e-07 0 2 52 -51 
-6 -0.5000000999999999 0.3264910064067356 -1e-07 -0.4999999 0.5000000999999999 1e-07 1 100 2 53 -52 
-7 -0.5000000999999999 0.4999999 -1e-07 -0.4090870211463611 0.5000000999999999 1e-07 1 111 2 54 -53 
-8 -0.4090872211463595 0.4299999 -1e-07 -0.2999999 0.5000001000000051 1e-07 0 2 55 -54 
-9 -0.3000001 0.4299999 -1e-07 -0.1909127788536406 0.5000001000000051 1e-07 0 2 56 -55 
-10 -0.1909129788536389 0.4999999 -1e-07 0.08000010000000002 0.5000000999999999 1e-07 1 111 2 57 -56 
-11 0.0699999 0.4499999 -1e-07 0.08000009999999999 0.5000000999999999 1e-07 0 2 58 -57 
-12 0.0699999 0.3199999 -1e-07 0.2000001 0.4500001 1e-07 0 2 59 -58 
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-584 2061 2063 2062 2354 2540 2541 
-585 2072 2113 2073 2542 2453 2543 
-586 2116 2137 1995 2375 2544 2517 
-587 2109 2241 2022 2545 2546 2350 
-588 2136 2202 1994 2547 2548 2549 
-589 1996 2183 2111 2550 2314 2358 
-590 2001 2238 2131 2551 2552 2267 
-591 2044 2045 2043 2388 2553 2440 
-592 2060 2061 2059 2481 2554 2471 
-593 2150 2151 2058 2555 2556 2557 
-594 2120 2167 2018 2558 2559 2335 
-595 2138 2147 2116 2560 2561 2516 
-596 2077 2079 2078 2356 2562 2563 
-597 2139 2180 2128 2564 2461 2565 
-598 2041 2218 2044 2566 2567 2439 
-599 2092 2228 2181 2422 2568 2420 
-600 2017 2216 2166 2569 2570 2571 
-601 2090 2221 2091 2572 2518 2478 
-602 2119 2234 2019 2573 2574 2483 
-603 2121 2207 2157 2575 2576 2372 
-604 2045 2047 2046 2492 2577 2578 
-605 2068 2070 2069 2418 2579 2580 
-606 2005 2105 2024 2526 2581 2407 
-607 2112 2135 2114 2582 2583 2584 
-608 2056 2057 2055 2585 2586 2493 
-609 2067 2068 2066 2364 2587 2499 
-610 2063 2116 2110 2376 2588 2503 
-611 2097 2098 2061 2589 2353 2480 
-612 2031 2087 2029 2590 2509 2591 
-613 1476 2145 1993 2400 2592 2593 
-614 2051 2052 2050 2390 2594 2511 
-615 1999 2153 2129 2595 2331 2596 
-616 2056 2239 2057 2486 2501 2585 
-617 2217 2225 2104 2366 2597 2598 
-618 2040 2041 2039 2599 2600 2488 
-619 1334 2134 1987 2413 2601 2602 
-620 2117 2240 1998 2603 2458 2425 
-621 2072 2073 2071 2543 2604 2532 
-622 2045 2102 2099 2387 2605 2490 
-623 2072 2117 2113 2606 2607 2542 
-624 1 2135 2112 2608 2582 2609 
-625 2108 2120 2107 2610 2334 2611 
-626 2088 2201 2094 2260 2475 2496 
-627 2063 2064 2062 2504 2612 2540 
-628 2094 2209 2087 2613 2614 2497 
-629 2044 2104 2103 2615 2616 2326 
-630 2044 2218 2104 2567 2617 2615 
-631 2075 2243 2077 2618 2619 2620 
-632 2166 2216 2106 2570 2621 2622 
-633 2115 2205 2015 2623 2624 2539 
-634 2095 2109 2038 2625 2332 2397 
-635 2129 2232 1999 2626 2464 2596 
-636 2097 2136 2098 2627 2628 2589 
-637 2085 2229 2054 2629 2630 2360 
-638 2019 2126 2118 2631 2632 2484 
-639 1997 2228 2161 2633 2634 2635 
-640 2113 2128 2080 2636 2637 2454 
-641 2070 2071 2069 2533 2638 2579 
-642 2117 2139 2113 2424 2639 2607 
-643 2105 2148 2037 2449 2640 2406 
-644 2107 2149 2086 2522 2641 2411 
-645 2047 2048 2046 2535 2642 2577 
-646 2080 2191 2075 2643 2644 2536 
-647 2145 2205 2144 2645 2646 2647 
-648 2089 2132 2100 2648 2379 2437 
-649 2060 2115 2097 2649 2650 2479 
-650 2116 2147 2110 2561 2651 2588 
-651 2147 2222 2013 2652 2653 2431 
-652 2099 2118 2047 2654 2655 2491 
-653 2083 2127 2096 2656 2273 2346 
-654 1987 2134 2123 2601 2657 2362 
-655 2122 2151 2140 2658 2659 2660 
-656 2100 2101 2056 2507 2487 2438 
-657 2094 2245 2209 2661 2662 2613 
-658 2038 2039 2036 2489 2663 2467 
-659 2096 2207 2081 2510 2664 2347 
-660 2031 2088 2087 2665 2498 2590 
-661 2051 2108 2107 2282 2611 2410 
-662 2070 2227 2072 2666 2667 2531 
-663 2052 2054 2053 2361 2668 2669 
-664 2082 2201 2079 2670 2270 2338 
-665 2054 2229 2089 2630 2671 2340 
-666 2112 2206 1 2672 2673 2609 
-667 2238 2245 2094 2445 2661 2674 
-668 2061 2062 2059 2541 2675 2554 
-669 2132 2165 2016 2676 2677 2380 
-670 2161 2228 2220 2634 2678 2679 
-671 2039 2142 2036 2680 2681 2663 
-672 2092 2227 2070 2682 2666 2300 
-673 2099 2119 2118 2277 2482 2654 
-674 2104 2225 2103 2597 2683 2616 
-675 2054 2055 2053 2494 2684 2668 
-676 2186 2216 2017 2685 2569 2686 
-677 2103 2170 2169 2687 2688 2320 
-678 2123 2124 2040 2689 2690 2280 
-679 2010 2203 2130 2691 2692 2529 
-680 2083 2191 2127 2693 2302 2656 
-681 2181 2228 1997 2568 2633 2694 
-682 2102 2231 2099 2495 2328 2605 
-683 2123 2236 2124 2695 2696 2689 
-684 2138 2222 2147 2697 2652 2560 
-685 2075 2077 2076 2620 2698 2699 
-686 2068 2069 2066 2580 2700 2587 
-687 2040 2218 2041 2701 2566 2599 
-688 2227 2240 2117 2702 2603 2703 
-689 2034 2036 2035 2386 2704 2705 
-690 2149 2233 2086 2706 2707 2641 
-691 2124 2217 2104 2708 2598 2709 
-692 2037 2148 2095 2640 2319 2396 
-693 2095 2241 2109 2444 2545 2625 
-694 2097 2202 2136 2710 2547 2627 
-695 2045 2046 2043 2578 2711 2553 
-696 1994 2211 2136 2712 2713 2549 
-697 2144 2205 2198 2646 2714 2715 
-698 2135 2151 2150 2716 2555 2717 
-699 2137 2162 1995 2718 2719 2544 
-700 2127 2153 2011 2304 2720 2325 
-701 2130 2131 2082 2313 2721 2722 
-702 2110 2147 2111 2651 2430 2505 
-703 2077 2078 2076 2563 2723 2698 
-704 2008 2232 2128 2724 2725 2463 
-705 2128 2129 2080 2726 2727 2637 
-706 1995 2242 2138 2728 2729 2515 
-707 2014 2162 2137 2730 2718 2731 
-708 2183 2221 2090 2428 2572 2306 
-709 2200 2240 2227 2732 2702 2733 
-710 2057 2059 2058 2472 2734 2735 
-711 2041 2043 2042 2441 2736 2737 
-712 2137 2244 2014 2738 2739 2731 
-713 2157 2207 2000 2576 2414 2740 
-714 2121 2130 2082 2530 2722 2524 
-715 1993 2144 2143 2741 2527 2742 
-716 2131 2238 2094 2552 2674 2477 
-717 2081 2207 2121 2664 2575 2523 
-718 2042 2142 2039 2370 2680 2743 
-719 2032 2034 2033 2474 2744 2745 
-720 2106 2216 2085 2621 2746 2427 
-721 2187 2216 2186 2747 2685 2748 
-722 1 2199 2140 2749 2432 2750 
-723 2064 2066 2065 2500 2751 2752 
-724 2086 2233 2106 2707 2753 2426 
-725 2125 2133 2024 2377 2249 2754 
-726 1325 2004 1324 2755 2756 1347 
-727 2078 2212 2206 2757 2758 2759 
-728 2073 2075 2074 2537 2760 2761 
-729 2026 2146 2006 2762 2763 2764 
-730 2048 2050 2049 2512 2765 2766 
-731 1993 2145 2144 2592 2647 2741 
-732 2113 2139 2128 2639 2565 2636 
-733 2191 2243 2075 2767 2618 2644 
-734 1327 2005 1326 2768 2769 1349 
-735 2003 2173 2027 2770 2442 2771 
-736 2128 2232 2129 2725 2626 2726 
-737 2134 2236 2123 2772 2695 2657 
-738 2126 2195 2141 2773 2774 2775 
-739 1387 2006 1386 2776 2777 1409 
-740 1383 2007 1382 2778 2779 1405 
-741 38 2008 1435 2780 2781 1458 
-742 1372 2011 1371 2782 2783 1394 
-743 1377 2010 1376 2784 2785 1399 
-744 1431 2009 1430 2786 2787 1453 
-745 1426 2012 1425 2788 2789 1448 
-746 1421 2013 1420 2790 2791 1443 
-747 1416 2014 1415 2792 2793 1438 
-748 1479 2015 1478 2794 2795 1501 
-749 1474 2016 1473 2796 2797 1496 
-750 1469 2017 1468 2798 2799 1491 
-751 1464 2018 1463 2800 2801 1486 
-752 1459 2019 37 2802 2803 1481 
-753 1342 2020 1341 2804 2805 1364 
-754 1337 2021 1336 2806 2807 1359 
-755 1332 2022 1331 2808 2809 1354 
-756 1998 2179 2139 2810 2811 2423 
-757 2060 2198 2115 2812 2813 2649 
-758 2146 2178 2006 2814 2815 2763 
-759 2124 2218 2040 2816 2701 2690 
-760 2052 2053 2050 2669 2817 2594 
-761 2104 2218 2124 2617 2816 2709 
-762 2204 2212 2093 2818 2819 2820 
-763 2035 2084 2033 2821 2822 2823 
-764 2130 2203 2177 2692 2824 2312 
-765 1375 2000 1374 2825 2826 1397 
-766 1390 2003 1389 2827 2828 1412 
-767 1370 1999 1369 2829 2830 1392 
-768 1380 2001 1379 2831 2832 1402 
-769 1385 2002 1384 2833 2834 1407 
-770 1433 1998 1432 2835 2836 1455 
-771 1428 1997 1427 2837 2838 1450 
-772 1423 1996 1422 2839 2840 1445 
-773 1418 1995 1417 2841 2842 1440 
-774 39 1994 1480 2843 2844 1503 
-775 1476 1993 1475 2593 2845 1498 
-776 1471 1992 1470 2846 2847 1493 
-777 1466 1991 1465 2848 2849 1488 
-778 1461 1990 1460 2850 2851 1483 
-779 1344 1989 1343 2852 2853 1366 
-780 1339 1988 1338 2854 2855 1361 
-781 1334 1987 1333 2602 2856 1356 
-782 2031 2093 2088 2857 2261 2665 
-783 2029 2146 2026 2436 2762 2858 
-784 2077 2243 2083 2619 2859 2404 
-785 2072 2227 2117 2667 2703 2606 
-786 2187 2219 2089 2860 2861 2862 
-787 1329 1986 1328 2863 2864 1351 
-788 2028 2032 2030 2295 2865 2866 
-789 2189 2195 1990 2867 2868 2869 
-790 2002 2178 2146 2870 2814 2871 
-791 2115 2202 2097 2538 2710 2650 
-792 1326 2023 1325 2872 2873 1348 
-793 1477 2223 2145 2874 2875 2399 
-794 1430 2159 1429 2876 2877 1452 
-795 1373 2152 1372 2878 2879 1395 
-796 1425 2160 1424 2880 2881 1447 
-797 1341 2169 1340 2882 2883 1363 
-798 1468 2166 1467 2884 2885 1490 
-799 1463 2167 1462 2886 2887 1485 
-800 1435 2180 1434 2888 2889 1457 
-801 2030 2031 2029 2890 2591 2891 
-802 1324 2174 36 2892 2893 1346 
-803 1473 2165 1472 2894 2895 1495 
-804 1382 2155 1381 2896 2897 1404 
-805 1378 2203 1377 2898 2899 1400 
-806 1415 2163 1414 2900 2901 1437 
-807 2079 2246 2078 2269 2902 2562 
-808 1388 2025 1387 2903 2904 1410 
-809 1434 2179 1433 2905 2906 1456 
-810 2120 2195 2189 2907 2867 2908 
-811 1335 2226 2134 2909 2910 2412 
-812 1374 2154 1373 2911 2912 1396 
-813 1340 2170 1339 2913 2914 1362 
-814 1429 2181 1428 2915 2916 1451 
-815 1424 2182 1423 2917 2918 1446 
-816 2103 2225 2170 2683 2919 2687 
-817 1379 2177 1378 2920 2921 1401 
-818 1467 2188 1466 2922 2923 1489 
-819 1462 2189 1461 2924 2925 1484 
-820 1331 2171 1330 2926 2927 1353 
-821 2028 2029 2026 2928 2858 2929 
-822 1376 2157 1375 2930 2931 1398 
-823 1369 2156 38 2932 2933 1391 
-824 1432 2158 1431 2934 2935 1454 
-825 1427 2161 1426 2936 2937 1449 
-826 1417 2162 1416 2938 2939 1439 
-827 1480 2164 1479 2940 2941 1502 
-828 1460 2168 1459 2942 2943 1482 
-829 1472 2185 1471 2944 2945 1494 
-830 1381 2176 1380 2946 2947 1403 
-831 1384 2175 1383 2948 2949 1406 
-832 1386 2178 1385 2950 2951 1408 
-833 1422 2184 1421 2952 2953 1444 
-834 1470 2186 1469 2954 2955 1492 
-835 1343 2190 1342 2956 2957 1365 
-836 1338 2192 1337 2958 2959 1360 
-837 2084 2204 2033 2960 2961 2822 
-838 2188 2233 1991 2962 2963 2964 
-839 1333 2193 1332 2965 2966 1355 
-840 1328 2196 1327 2967 2968 1350 
-841 1475 2208 1474 2969 2970 1497 
-842 36 2172 1390 2971 2972 1413 
-843 2036 2142 2035 2681 2973 2704 
-844 2126 2141 2118 2775 2974 2632 
-845 1330 2197 1329 2975 2976 1352 
-846 2140 2151 1 2659 2977 2750 
-847 2057 2058 2055 2735 2978 2586 
-848 2105 2125 2024 2405 2754 2581 
-849 2073 2074 2071 2761 2979 2604 
-850 2141 2195 2108 2774 2980 2254 
-851 2129 2191 2080 2330 2643 2727 
-852 2041 2042 2039 2737 2743 2600 
-853 2106 2233 2188 2753 2962 2981 
-854 1414 2211 39 2982 2983 1436 
-855 2019 2168 2126 2984 2985 2631 
-856 1990 2195 2126 2868 2773 2986 
-857 2064 2065 2062 2752 2987 2612 
-858 1465 2213 1464 2988 2989 1487 
-859 2069 2114 2066 2990 2991 2700 
-860 2108 2195 2120 2980 2907 2610 
-861 2034 2035 2033 2705 2823 2744 
-862 2048 2049 2046 2766 2992 2642 
-863 2066 2114 2065 2991 2993 2751 
-864 1389 2214 1388 2994 2995 1411 
-865 1371 2215 1370 2996 2997 1393 
-866 2131 2201 2082 2476 2670 2721 
-867 2025 2027 2026 2998 2999 3000 
-868 2075 2076 2074 2699 3001 2760 
-869 2118 2141 2047 2974 2534 2655 
-870 2126 2168 1990 2985 3002 2986 
-871 2114 2230 2112 3003 3004 2584 
-872 2151 2210 2058 3005 3006 2556 
-873 2002 2235 2175 3007 3008 3009 
-874 2084 2212 2204 3010 2818 2960 
-875 2030 2204 2031 3011 3012 2890 
-876 2179 2180 2139 3013 2564 2811 
-877 2043 2194 2042 3014 2513 2736 
-878 2089 2229 2187 2671 3015 2862 
-879 2059 2150 2058 3016 2557 2734 
-880 1420 2222 1419 3017 3018 1442 
-881 1345 2224 1344 3019 3020 1367 
-882 2212 2237 2206 3021 3022 2758 
-883 2187 2229 2216 3015 3023 2747 
-884 2032 2033 2030 2745 3024 2865 
-885 1478 2223 1477 3025 2874 1500 
-886 2098 2244 2137 3026 2738 2250 
-887 2050 2122 2049 3027 3028 2765 
-888 1336 2226 1335 3029 2909 1358 
-889 1325 2023 2004 2873 3030 2755 
-890 2146 2235 2002 2435 3007 2871 
-891 2206 2237 1 3022 3031 2673 
-892 2028 2030 2029 2866 2891 2928 
-893 37 2234 1345 3032 3033 1368 
-894 2071 2230 2069 3034 3035 2638 
-895 2004 2174 1324 3036 2892 2756 
-896 2005 2023 1326 2409 2872 2769 
-897 2016 2208 2143 3037 3038 2468 
-898 2175 2235 2209 3008 3039 3040 
-899 2122 2140 2049 2660 3041 3028 
-900 2027 2028 2026 2443 2929 2999 
-901 2055 2210 2053 3042 3043 2684 
-902 2060 2239 2198 2502 3044 2812 
-903 2205 2223 2015 3045 3046 2624 
-904 2009 2159 1430 3047 2876 2787 
-905 2062 2150 2059 3048 3016 2675 
-906 1372 2152 2011 2879 2324 2782 
-907 2012 2160 1425 3049 2880 2789 
-908 2020 2169 1341 2321 2882 2805 
-909 2017 2166 1468 2571 2884 2799 
-910 2018 2167 1463 2559 2886 2801 
-911 2008 2180 1435 2462 2888 2781 
-912 2016 2165 1473 2677 2894 2797 
-913 2007 2155 1382 3050 2896 2779 
-914 1377 2203 2010 2899 2691 2784 
-915 2014 2163 1415 3051 2900 2793 
-916 1387 2025 2006 2904 3052 2776 
-917 2009 2200 2159 3053 2262 3047 
-918 2031 2204 2093 3012 2820 2857 
-919 2025 2214 2027 3054 3055 2998 
-920 2053 2122 2050 3056 3027 2817 
-921 1474 2208 2016 2970 3037 2796 
-922 1 2151 2135 2977 2716 2608 
-923 2114 2135 2065 2583 3057 2993 
-924 2143 2208 1993 3038 3058 2742 
-925 2010 2157 1376 2373 2930 2785 
-926 38 2156 2008 2933 3059 2780 
-927 1431 2158 2009 2935 3060 2786 
-928 1426 2161 2012 2937 3061 2788 
-929 1416 2162 2014 2939 2730 2792 
-930 1479 2164 2015 2941 2395 2794 
-931 1459 2168 2019 2943 2984 2802 
-932 2182 2183 1996 2429 2550 3062 
-933 1383 2175 2007 2949 3063 2778 
-934 2006 2178 1386 2815 2950 2777 
-935 1421 2184 2013 2953 2284 2790 
-936 1469 2186 2017 2955 2686 2798 
-937 1342 2190 2020 2957 2452 2804 
-938 1337 2192 2021 2959 3064 2806 
-939 1327 2196 2005 2968 2525 2768 
-940 1992 2187 2186 3065 2748 3066 
-941 2046 2194 2043 3067 3014 2711 
-942 2022 2171 1331 3068 2926 2809 
-943 1464 2213 2018 2989 3069 2800 
-944 2089 2219 2132 2861 3070 2648 
-945 2018 2213 2149 3069 3071 2521 
-946 2011 2215 1371 3072 2996 2783 
-947 1419 2242 1418 3073 3074 1441 
-948 1332 2193 2022 2966 2349 2808 
-949 2076 2112 2074 3075 3076 3001 
-950 2013 2222 1420 2653 3017 2791 
-951 2015 2223 1478 3046 3025 2795 
-952 2019 2234 37 2574 3032 2803 
-953 2144 2198 2101 2715 3077 2528 
-954 1433 2179 1998 2906 2810 2835 
-955 2021 2226 1336 3078 3029 2807 
-956 2198 2205 2115 2714 2623 2813 
-957 2159 2181 1429 2264 2915 2877 
-958 1434 2180 2179 2889 3013 2905 
-959 1373 2154 2152 2912 2274 2878 
-960 2000 2154 1374 2416 2911 2826 
-961 1993 2208 1475 3058 2969 2845 
-962 1428 2181 1997 2916 2694 2837 
-963 1339 2170 1988 2914 3079 2854 
-964 1423 2182 1996 2918 3062 2839 
-965 2169 2170 1340 2688 2913 2883 
-966 2001 2177 1379 2266 2920 2832 
-967 1466 2188 1991 2923 2964 2848 
-968 1461 2189 1990 2925 2869 2850 
-969 2160 2182 1424 2292 2917 2881 
-970 2153 2215 2011 3080 3072 2720 
-971 1999 2156 1369 2466 2932 2830 
-972 1375 2157 2000 2931 2740 2825 
-973 1998 2158 1432 2460 2934 2836 
-974 1997 2161 1427 2635 2936 2838 
-975 1995 2162 1417 2719 2938 2842 
-976 1994 2164 1480 3081 2940 2844 
-977 1990 2168 1460 3002 2942 2851 
-978 2106 2188 2166 2981 3082 2622 
-979 1471 2185 1992 2945 3083 2846 
-980 1380 2176 2001 2947 3084 2831 
-981 2122 2210 2151 3085 3005 2658 
-982 1385 2178 2002 2951 2870 2833 
-983 2002 2175 1384 3009 2948 2834 
-984 1996 2184 1422 2357 2952 2840 
-985 1992 2186 1470 3066 2954 2847 
-986 1989 2190 1343 3086 2956 2853 
-987 2027 2214 2003 3055 3087 2771 
-988 2166 2188 1467 3082 2922 2885 
-989 2167 2189 1462 3088 2924 2887 
-990 1988 2192 1338 2457 2958 2855 
-991 2172 2173 2003 2298 2770 3089 
-992 2035 2199 2084 3090 3091 2821 
-993 2165 2185 1472 3092 2944 2895 
-994 2155 2176 1381 2310 2946 2897 
-995 2025 2026 2006 3000 2764 3052 
-996 2177 2203 1378 2824 2898 2921 
-997 2136 2244 2098 3093 3026 2628 
-998 39 2211 1994 2983 2712 2843 
-999 2149 2213 1991 3071 3094 3095 
-1000 2058 2210 2055 3006 3042 2978 
-1001 1991 2213 1465 3094 2988 2849 
-1002 1987 2193 1333 2288 2965 2856 
-1003 2023 2024 2004 2408 3096 3030 
-1004 1370 2215 1999 2997 3097 2829 
-1005 1390 2172 2003 2972 3089 2827 
-1006 1994 2202 2164 2548 2393 3081 
-1007 36 2174 2172 2893 2296 2971 
-1008 1991 2233 2149 2963 2706 3095 
-1009 2163 2211 1414 3098 2982 2901 
-1010 2003 2214 1389 3087 2994 2828 
-1011 1344 2224 1989 3020 2322 2852 
-1012 2175 2209 2007 3040 3099 3063 
-1013 1418 2242 1995 3074 2728 2841 
-1014 1986 2196 1328 2473 2967 2864 
-1015 1388 2214 2025 2995 3054 2903 
-1016 1999 2215 2153 3097 3080 2595 
-1017 2171 2197 1330 2345 2975 2927 
-1018 1329 2197 1986 2976 2351 2863 
-1019 2078 2206 2076 2759 3100 2723 
-1020 2033 2204 2030 2961 3011 3024 
-1021 2145 2223 2205 2875 3045 2645 
-1022 2216 2229 2085 3023 2629 2746 
-1023 2069 2230 2114 3035 3003 2990 
-1024 2140 2194 2049 2514 3101 3041 
-1025 1 2237 2199 3031 3102 2749 
-1026 2132 2185 2165 3103 3092 2676 
-1027 2161 2220 2012 2679 3104 3061 
-1028 2074 2230 2071 3105 3034 2979 
-1029 2065 2150 2062 3106 3048 2987 
-1030 2120 2189 2167 2908 3088 2558 
-1031 1345 2234 2224 3033 3107 3019 
-1032 2222 2242 1419 3108 3073 3018 
-1033 2142 2199 2035 2433 3090 2973 
-1034 2132 2219 2185 3070 3109 3103 
-1035 2192 2217 2021 2456 3110 3064 
-1036 2049 2194 2046 3101 3067 2992 
-1037 2217 2236 2021 3111 3112 3110 
-1038 1992 2219 2187 3113 2860 3065 
-1039 2199 2237 2084 3102 3114 3091 
-1040 2009 2240 2200 3115 2732 3053 
-1041 2012 2221 2160 3116 2290 3049 
-1042 2021 2236 2226 3112 3117 3078 
-1043 2220 2228 2091 2678 2421 2520 
-1044 2200 2227 2092 2733 2682 2419 
-1045 2136 2211 2163 2713 3098 3118 
-1046 2135 2150 2065 2717 3106 3057 
-1047 2185 2219 1992 3109 3113 3083 
-1048 1989 2231 2190 2329 2450 3086 
-1049 2112 2230 2074 3004 3105 3076 
-1050 2198 2239 2101 3044 2485 3077 
-1051 2053 2210 2122 3043 3085 3056 
-1052 2156 2232 2008 2465 2724 3059 
-1053 2170 2225 1988 2919 2365 3079 
-1054 2226 2236 2134 3117 2772 2910 
-1055 2209 2245 2007 2662 3119 3099 
-1056 2220 2221 2012 2519 3116 3104 
-1057 2163 2244 2136 3120 3093 3118 
-1058 2176 2238 2001 2446 2551 3084 
-1059 2076 2206 2112 3100 2672 3075 
-1060 2212 2246 2093 3121 2316 2819 
-1061 2083 2243 2191 2859 2767 2693 
-1062 2158 2240 2009 2459 3115 3060 
-1063 2022 2241 2171 2546 2343 3068 
-1064 2014 2244 2163 2739 3120 3051 
-1065 2007 2245 2155 3119 2308 3050 
-1066 2084 2237 2212 3114 3021 3010 
-1067 2138 2242 2222 2729 3108 2697 
-1068 2224 2234 2119 3107 2573 2323 
-1069 2209 2235 2087 3039 2508 2614 
-1070 2078 2246 2212 2902 3121 2757 
-1071 2124 2236 2217 2696 3111 2708 
-1072 2024 2174 2004 2248 3036 3096 
-2 18 9 514
-1073 3157 3266 3224 3337 3338 3339 
-1074 3131 3296 3229 3340 3341 3342 
-1075 3195 3238 3234 3343 3344 3345 
-1076 3225 3244 3123 3346 3347 3348 
-1077 3168 3171 3170 3349 3350 3351 
-1078 3229 3298 3131 3352 3353 3342 
-1079 3224 3267 3157 3354 3355 3339 
-1080 3163 3278 3165 3356 3357 3358 
-1081 3234 3264 3130 3359 3360 3361 
-1082 3231 3331 3251 3362 3363 3364 
-1083 3140 3256 3239 3365 3366 3367 
-1084 3230 3234 3130 3368 3361 3369 
-1085 3197 3238 3195 3370 3343 3371 
-1086 3244 3277 3123 3372 3373 3347 
-1087 3247 3309 3133 3374 3375 3376 
-1088 3185 3260 3221 3377 3378 3379 
-1089 3252 3326 3147 3380 3381 3382 
-1090 3213 3214 3186 3383 3384 3385 
-1091 3122 3308 3278 3386 3387 3388 
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-4961 9037 9309 9013 10683 10641 10558 
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-4964 9303 9326 8977 10672 10688 9843 
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-4966 9201 9343 9127 10695 10696 9916 
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-4968 9317 9319 8982 9803 10698 10694 
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-4972 9236 9322 9233 10675 9833 10121 
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-4975 9144 9201 9087 10702 10676 9809 
-4976 9237 9332 9330 10703 10704 10705 
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-4979 8978 9326 8988 10689 9912 10474 
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-4982 9252 9327 9197 10709 9983 10564 
-4983 9269 9400 9270 9662 10711 10391 
-4984 9089 9143 9142 10655 10712 9906 
-4985 9272 9328 9053 10700 10707 10596 
-4986 9185 9351 9186 10713 9734 9684 
-4987 9140 9338 9336 10714 10715 10716 
-4988 9039 9333 9084 10717 10718 10361 
-4989 9165 9369 9323 10719 10720 9854 
-4990 9238 9332 9237 10721 10703 10348 
-4991 9140 9336 9246 10716 10722 10282 
-4992 269 8938 270 10723 9598 273 
-4993 171 8939 172 10724 10725 175 
-4994 9238 9333 9332 10726 10727 10721 
-4995 8990 9330 9276 10728 10729 10601 
-4996 9187 9190 9085 9657 9788 9838 
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-4998 9155 9329 9154 9727 9493 10241 
-4999 9188 9189 9187 9621 9691 9745 
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-5001 9263 9341 9291 10733 9513 10622 
-5002 9141 9339 9338 10734 10735 10732 
-5003 9129 9342 9167 10736 9507 10489 
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-5006 9322 9330 8990 10706 10728 9798 
-5007 9290 9342 9128 10741 10742 10643 
-5008 9330 9332 9240 10704 10743 10744 
-5009 9276 9330 9240 10729 10744 9999 
-5010 8917 9385 9271 10745 10746 10739 
-5011 9345 9399 9374 10747 10748 10749 
-5012 9339 9340 9271 10750 10751 10752 
-5013 8916 9380 9165 10753 10754 9403 
-5014 9240 9332 9081 10743 10755 10107 
-5015 9332 9333 9081 10727 10756 10755 
-5016 9180 9337 9178 10757 10758 10034 
-5017 9201 9381 9343 10759 10760 10695 
-5018 9081 9333 9039 10756 10717 10182 
-5019 9180 9355 8926 10761 10762 10763 
-5020 9336 9338 9084 10715 10764 10731 
-5021 9246 9336 9238 10722 10765 10472 
-5022 9238 9336 9333 10765 10730 10726 
-5023 9084 9338 9094 10764 10766 10436 
-5024 199 9353 6 10767 10768 222 
-5025 9338 9339 9094 10735 10769 10766 
-5026 9094 9339 9271 10769 10752 10571 
-5027 9177 9359 8936 10770 10771 9883 
-5028 8936 9359 1724 10771 10772 10405 
-5029 1723 9359 8923 10773 10774 10430 
-5030 9278 9341 9263 10740 10733 10609 
-5031 9148 9383 9183 9869 10775 10269 
-5032 8946 9378 9184 10776 9524 9408 
-5033 9128 9342 9129 10742 10736 10510 
-5034 9167 9363 9163 10777 9659 10490 
-5035 9062 9361 9063 10550 10778 10381 
-5036 9078 9361 9258 10779 9433 10491 
-5037 8926 9376 9180 10780 10781 10763 
-5038 9307 9374 9306 9603 10782 10613 
-5039 1718 9378 8946 10783 10776 9735 
-5040 9127 9343 9153 10696 10784 9974 
-5041 9345 9374 8942 10749 9602 10785 
-5042 9165 9380 9369 10754 10786 10719 
-5043 9311 9355 9143 10787 10788 10692 
-5044 9176 9383 9177 9613 9868 9882 
-5045 9161 9364 9141 9673 10789 10463 
-5046 9142 9355 9180 10790 10761 10033 
-5047 8926 9345 224 10791 10792 10040 
-5048 8922 9346 195 9480 10793 10096 
-5049 225 9345 8942 10794 10785 10114 
-5050 196 9346 8940 10795 9795 10106 
-5051 8947 9351 9185 10796 10713 9766 
-5052 224 9345 225 10792 10794 247 
-5053 8915 9348 7 10797 10798 10181 
-5054 244 9347 8915 10799 10800 10180 
-5055 195 9346 196 10793 10795 218 
-5056 8928 9350 235 10801 10802 10193 
-5057 178 9348 8945 10803 10093 10209 
-5058 8944 9347 243 10804 10805 10208 
-5059 242 9349 8944 10806 10807 10207 
-5060 8930 9349 241 9572 10808 10214 
-5061 235 9350 236 10802 10809 258 
-5062 7 9348 178 10798 10803 200 
-5063 243 9347 244 10805 10799 266 
-5064 241 9349 242 10808 10806 264 
-5065 9181 9358 233 10810 10811 9638 
-5066 237 9354 8917 10812 10813 10174 
-5067 8946 9371 1717 9536 10814 9736 
-5068 8927 9353 199 9546 10767 10048 
-5069 9343 9381 8932 10760 9533 10815 
-5070 187 9356 188 10816 10817 210 
-5071 8932 9378 1719 9525 10818 10589 
-5072 268 9352 269 10819 10820 272 
-5073 233 9358 234 10811 10821 256 
-5074 9388 9394 9153 10822 9549 10823 
-5075 9153 9398 9146 9555 10824 9975 
-5076 236 9354 237 10825 10812 259 
-5077 8942 9360 226 9625 10826 10115 
-5078 227 9360 8925 10827 9547 10128 
-5079 9182 9358 9181 10828 10810 9778 
-5080 223 9376 8926 10829 10780 10039 
-5081 8923 9394 1722 9550 10830 10431 
-5082 8915 9368 9366 10831 10832 10833 
-5083 9271 9385 9268 10746 10834 10572 
-5084 1720 9388 8932 10835 10836 10588 
-5085 9152 9379 9298 9562 10837 10642 
-5086 184 9363 185 10838 10839 207 
-5087 9143 9355 9142 10788 10790 10712 
-5088 9340 9370 9271 9618 10737 10751 
-5089 8929 9356 187 10840 10816 10195 
-5090 1717 9371 9 10814 10841 1745 
-5091 9337 9376 8 10842 10843 9564 
-5092 269 9352 8938 10820 10844 10723 
-5093 9343 9388 9153 10845 10823 10784 
-5094 9270 9375 9328 10846 10847 10699 
-5095 189 9367 8920 10848 9499 10156 
-5096 234 9358 8928 10821 10849 10192 
-5097 1724 9359 1723 10772 10773 1752 
-5098 9339 9364 9340 10850 10851 10750 
-5099 9161 9391 9349 10852 10853 9571 
-5100 8931 9369 181 10854 10855 10216 
-5101 9184 9381 9144 9534 10856 10470 
-5102 238 9370 239 10857 9617 261 
-5103 9148 9390 9177 10858 10859 9870 
-5104 9350 9354 236 9732 10825 10809 
-5105 8915 9366 9348 10833 9697 10797 
-5106 9353 9365 6 10860 10861 10768 
-5107 226 9360 227 10826 10827 249 
-5108 8932 9388 9343 10836 10845 10815 
-5109 9323 9369 8931 10720 10854 9448 
-5110 9063 9361 9078 10778 10779 10428 
-5111 9324 9395 8945 10862 10863 9714 
-5112 8931 9395 9324 10864 10862 9472 
-5113 171 9365 8939 10865 10866 10724 
-5114 9178 9393 9145 10867 10868 9677 
-5115 190 9377 191 10869 9724 213 
-5116 183 9380 8916 10870 10753 10178 
-5117 186 9382 8929 10871 9540 10194 
-5118 9363 9382 185 10872 10873 10839 
-5119 8 9376 223 10843 10829 245 
-5120 8945 9395 179 10863 10874 10210 
-5121 239 9386 240 9632 10875 262 
-5122 180 9395 8931 10876 10864 10215 
-5123 8916 9363 184 9660 10838 10179 
-5124 9356 9367 188 10877 10878 10817 
-5125 6 9365 171 10861 10865 174 
-5126 9182 9375 9358 10879 10880 10828 
-5127 9291 9389 9290 10881 10882 10623 
-5128 172 9387 173 10883 10884 176 
-5129 9 9371 268 10841 10885 271 
-5130 9347 9368 8915 10886 10831 10800 
-5131 9291 9367 9356 9512 10877 10887 
-5132 9313 9366 9139 10888 10889 10691 
-5133 9166 9397 9258 10890 10891 9435 
-5134 9188 9365 9353 10892 10860 9620 
-5135 9358 9375 8928 10880 10893 10849 
-5136 8947 9357 9351 9954 10894 10796 
-5137 9167 9382 9363 9541 10872 10777 
-5138 9141 9364 9339 10789 10850 10734 
-5139 9366 9368 9139 10832 10895 10889 
-5140 9138 9373 9265 10896 10897 10576 
-5141 188 9367 189 10878 10848 211 
-5142 9364 9386 9340 10898 9631 10851 
-5143 9139 9368 9138 10895 10899 10398 
-5144 9352 9362 8938 9496 10900 10844 
-5145 9374 9399 9311 10748 10901 10902 
-5146 9347 9373 9368 10903 10904 10886 
-5147 9313 9372 9366 10905 9695 10888 
-5148 9306 9374 9311 10782 10902 9739 
-5149 181 9369 182 10855 10906 204 
-5150 8917 9370 238 10738 10857 10175 
-5151 173 9387 9357 10884 10907 9461 
-5152 192 9384 8941 10908 10909 10148 
-5153 9356 9389 9291 10910 10881 10887 
-5154 9180 9376 9337 10781 10842 10757 
-5155 9373 9391 9265 10911 10912 10897 
-5156 9183 9383 9092 10775 9612 9689 
-5157 8930 9386 9364 10913 10898 9672 
-5158 9186 9396 9188 9733 10914 9744 
-5159 9323 9397 9166 9447 10890 9855 
-5160 8938 9393 9337 10915 10916 9597 
-5161 9260 9372 9313 9595 10905 10670 
-5162 191 9384 192 9950 10908 214 
-5163 9290 9389 9342 10882 10917 10741 
-5164 9265 9391 9161 10912 10852 10561 
-5165 8920 9377 190 9450 10869 10157 
-5166 1719 9378 1718 10818 10783 1747 
-5167 9328 9375 9182 10847 10879 10710 
-5168 9298 9379 9299 10837 10918 10656 
-5169 9270 9400 9375 10711 10919 10846 
-5170 8940 9392 9325 10920 9827 9466 
-5171 9145 9393 9362 10868 10921 9425 
-5172 9351 9387 8939 10922 10923 9710 
-5173 182 9380 183 10924 10870 205 
-5174 9337 9393 9178 10916 10867 10758 
-5175 185 9382 186 10873 10871 208 
-5176 9329 9392 8940 10925 10920 9796 
-5177 8944 9391 9373 10926 10911 10927 
-5178 9359 9390 8923 10928 10929 10774 
-5179 268 9371 9352 10885 9535 10819 
-5180 9354 9385 8917 10930 10745 10813 
-5181 240 9386 8930 10875 10913 10213 
-5182 9268 9385 9269 10834 10931 10574 
-5183 1721 9388 1720 10932 10835 1749 
-5184 9144 9381 9201 10856 10759 10702 
-5185 1721 9394 9388 10933 10822 10932 
-5186 179 9395 180 10874 10876 202 
-5187 9146 9398 9148 10824 10934 10074 
-5188 1722 9394 1721 10830 10933 1750 
-5189 9369 9380 182 10786 10924 10906 
-5190 9258 9397 9259 10891 9430 10505 
-5191 9269 9385 9354 10931 10930 9731 
-5192 8944 9373 9347 10927 10903 10804 
-5193 9368 9373 9138 10904 10896 10899 
-5194 9342 9389 8929 10917 10935 9508 
-5195 8939 9387 172 10923 10883 10725 
-5196 9194 9392 9329 9743 10925 9726 
-5197 9311 9399 9355 10901 10936 10787 
-5198 9357 9387 9351 10907 10922 10894 
-5199 8926 9399 9345 10937 10747 10791 
-5200 9177 9390 9359 10859 10928 10770 
-5201 9349 9391 8944 10853 10926 10807 
-5202 9355 9399 8926 10936 10937 10762 
-5203 8928 9400 9350 10938 9661 10801 
-5204 8929 9389 9356 10935 10910 10840 
-5205 8941 9384 9379 10909 10939 9561 
-5206 9365 9396 8939 10940 9708 10866 
-5207 9362 9393 8938 10921 10915 10900 
-5208 9375 9400 8928 10919 10938 10893 
-5209 9188 9396 9365 10914 10940 10892 
-5210 9379 9384 9299 10939 9949 10918 
-5211 9390 9398 8923 10941 9554 10929 
-5212 9148 9398 9390 10934 10941 10858 
-2 60 9 1181
-5213 11326 11456 11196 11491 11492 11493 
-5214 10951 11301 11300 11494 11495 11496 
-5215 518 11428 10974 11497 11498 11499 
-5216 15 11258 458 11500 11501 463 
-5217 10974 11370 11194 11502 11503 11504 
-5218 16 11199 469 11505 11506 491 
-5219 11194 11369 10974 11507 11508 11504 
-5220 10942 11197 11195 11509 11510 11511 
-5221 11300 11437 10951 11512 11513 11496 
-5222 10959 11347 11346 11514 11515 11516 
-5223 10942 11199 16 11517 11505 11518 
-5224 11439 11451 11322 11519 11520 11521 
-5225 10958 11456 11326 11522 11491 11523 
-5226 11322 11468 11439 11524 11525 11521 
-5227 534 11430 535 11526 11527 557 
-5228 10960 11408 11193 11528 11529 11530 
-5229 11193 11460 10960 11531 11532 11530 
-5230 11195 11199 10942 11533 11517 11511 
-5231 10974 11428 11370 11498 11534 11502 
-5232 11215 11475 11465 11535 11536 11537 
-5233 10953 11258 15 11538 11500 11539 
-5234 11346 11348 10959 11540 11541 11516 
-5235 517 11428 518 11542 11497 540 
-5236 11465 11475 10952 11536 11543 11544 
-5237 11258 11462 458 11545 11546 11501 
-5238 11458 11459 11259 11547 11548 11549 
-5239 11450 11468 11207 11550 11551 11552 
-5240 11326 11328 10958 11553 11554 11523 
-5241 11225 11471 10967 11555 11556 11557 
-5242 10942 11430 11197 11558 11559 11509 
-5243 10954 11468 11450 11560 11550 11561 
-5244 11439 11468 10954 11525 11560 11562 
-5245 10957 11449 11446 11563 11564 11565 
-5246 10972 11430 534 11566 11526 11567 
-5247 535 11430 10942 11527 11558 11568 
-5248 10976 11437 11300 11569 11512 11570 
-5249 11196 11456 11199 11492 11571 11572 
-5250 10977 11459 11458 11573 11547 11574 
-5251 11236 11257 11255 11575 11576 11577 
-5252 10959 11452 11347 11578 11579 11514 
-5253 10961 11257 11235 11580 11581 11582 
-5254 11449 11482 11446 11583 11584 11564 
-5255 11328 11455 10958 11585 11586 11554 
-5256 11137 11228 11226 11587 11588 11589 
-5257 11435 11486 11465 11590 11591 11592 
-5258 11300 11463 10976 11593 11594 11570 
-5259 11235 11256 10961 11595 11596 11582 
-5260 11199 11456 469 11571 11597 11506 
-5261 10973 11470 11341 11598 11599 11600 
-5262 11435 11465 10952 11592 11544 11601 
-5263 11118 11412 11141 11602 11603 11604 
-5264 10972 11207 11205 11605 11606 11607 
-5265 11235 11257 11236 11581 11575 11608 
-5266 11436 11477 11438 11609 11610 11611 
-5267 10963 11222 11204 11612 11613 11614 
-5268 11436 11438 10944 11611 11615 11616 
-5269 11204 11223 10963 11617 11618 11614 
-5270 11341 11472 10973 11619 11620 11600 
-5271 10970 11455 11328 11621 11585 11622 
-5272 1938 11202 1937 11623 11624 1964 
-5273 11328 11469 10970 11625 11626 11622 
-5274 11226 11412 11137 11627 11628 11589 
-5275 11200 11203 10955 11629 11630 11631 
-5276 10969 11451 11439 11632 11519 11633 
-5277 1933 11448 18 11634 11635 1959 
-5278 10955 11202 11200 11636 11637 11631 
-5279 11257 11258 11255 11638 11639 11576 
-5280 11253 11339 11338 11640 11641 11642 
-5281 11348 11429 10971 11643 11644 11645 
-5282 11278 11403 11120 11646 11647 11648 
-5283 1937 11202 10955 11624 11636 11649 
-5284 11253 11340 11339 11650 11651 11640 
-5285 10967 11461 11225 11652 11653 11557 
-5286 11171 11421 11407 11654 11655 11656 
-5287 11141 11203 11142 11657 11658 11659 
-5288 11277 11283 11121 11660 11661 11662 
-5289 11277 11403 11278 11663 11646 11664 
-5290 11141 11412 11204 11603 11665 11666 
-5291 11226 11471 11225 11667 11555 11668 
-5292 11441 11467 11464 11669 11670 11671 
-5293 11201 11418 11407 11672 11673 11674 
-5294 11142 11203 11200 11658 11629 11675 
-5295 10950 11309 11209 11676 11677 11678 
-5296 11137 11412 11118 11628 11602 11679 
-5297 11209 11309 11210 11677 11680 11681 
-5298 11426 11431 11210 11682 11683 11684 
-5299 18 11448 559 11635 11685 564 
-5300 11210 11309 10964 11680 11686 11687 
-5301 11044 11434 11423 11688 11689 11690 
-5302 11204 11222 11203 11613 11691 11692 
-5303 11288 11427 11416 11693 11694 11695 
-5304 11335 11348 11346 11696 11540 11697 
-5305 1936 11222 1935 11698 11699 1962 
-5306 11202 11418 11201 11700 11672 11701 
-5307 11121 11403 11277 11702 11663 11662 
-5308 11161 11373 11283 11703 11704 11705 
-5309 10948 11467 11441 11706 11669 11707 
-5310 11250 11340 11253 11708 11650 11709 
-5311 11141 11204 11203 11666 11692 11657 
-5312 11251 11340 11250 11710 11708 11711 
-5313 11135 11229 11218 11712 11713 11714 
-5314 1938 11418 11202 11715 11700 11623 
-5315 11252 11424 11423 11716 11717 11718 
-5316 11218 11229 11216 11713 11719 11720 
-5317 1945 11274 1944 11721 11722 1971 
-5318 11253 11424 11252 11723 11716 11724 
-5319 10951 11473 11301 11725 11726 11494 
-5320 11254 11410 11402 11727 11728 11729 
-5321 11204 11412 11223 11665 11730 11617 
-5322 11407 11421 11201 11655 11731 11674 
-5323 11209 11407 10950 11732 11733 11678 
-5324 11278 11431 11426 11734 11682 11735 
-5325 11420 11470 10973 11736 11598 11737 
-5326 11241 11410 11254 11738 11727 11739 
-5327 10972 11450 11207 11740 11552 11605 
-5328 11223 11224 10963 11741 11742 11618 
-5329 11216 11229 11096 11719 11743 11744 
-5330 1935 11222 10963 11699 11612 11745 
-5331 11212 11283 11275 11746 11747 11748 
-5332 11212 11275 11274 11748 11749 11750 
-5333 11211 11212 10965 11751 11752 11753 
-5334 11275 11283 11277 11747 11660 11754 
-5335 11213 11216 11096 11755 11744 11756 
-5336 10955 11222 1936 11757 11698 11758 
-5337 11171 11407 11209 11656 11732 11759 
-5338 11338 11424 11253 11760 11723 11642 
-5339 11283 11373 11121 11704 11761 11661 
-5340 490 10953 15 11762 11539 513 
-5341 11161 11283 11212 11705 11746 11763 
-5342 11096 11273 11213 11764 11765 11756 
-5343 1934 11224 1933 11766 11767 1960 
-5344 11203 11222 10955 11691 11757 11630 
-5345 11251 11341 11340 11768 11769 11710 
-5346 11205 11430 10972 11770 11566 11607 
-5347 10985 11425 11402 11771 11772 11773 
-5348 11223 11412 11226 11730 11627 11774 
-5349 11152 11371 11296 11775 11776 11777 
-5350 10971 11466 11348 11778 11779 11645 
-5351 1944 11274 10945 11722 11780 11781 
-5352 10965 11274 1945 11782 11721 11783 
-5353 11218 11400 11135 11784 11785 11714 
-5354 11416 11427 11245 11694 11786 11787 
-5355 1947 11295 1946 11788 11789 1973 
-5356 11469 11487 11442 11790 11791 11792 
-5357 11213 11273 11174 11765 11793 11794 
-5358 11463 11483 11433 11795 11796 11797 
-5359 10965 11295 11211 11798 11799 11753 
-5360 10963 11224 1934 11742 11766 11800 
-5361 11173 11392 11282 11801 11802 11803 
-5362 11401 11411 10966 11804 11805 11806 
-5363 17 10968 514 11807 11808 536 
-5364 11126 11269 11219 11809 11810 11811 
-5365 11223 11225 11224 11812 11813 11741 
-5366 11423 11434 11252 11689 11814 11718 
-5367 11296 11371 11220 11776 11815 11816 
-5368 11212 11274 10965 11750 11782 11752 
-5369 11220 11295 10943 11817 11818 11819 
-5370 1958 11259 1957 11820 11821 1984 
-5371 11173 11282 11281 11803 11822 11823 
-5372 11219 11273 11126 11824 11825 11811 
-5373 10943 11296 11220 11826 11816 11819 
-5374 11335 11429 11348 11827 11643 11696 
-5375 11223 11226 11225 11774 11668 11812 
-5376 11166 11415 11414 11828 11829 11830 
-5377 1946 11295 10965 11789 11798 11831 
-5378 10943 11295 1947 11818 11788 11832 
-5379 1953 11281 1952 11833 11834 1979 
-5380 11296 11411 11401 11835 11804 11836 
-5381 11174 11273 11219 11793 11824 11837 
-5382 11296 11401 11152 11836 11838 11777 
-5383 11402 11425 11254 11772 11839 11729 
-5384 11231 11233 11232 11840 11841 11842 
-5385 11269 11404 11265 11843 11844 11845 
-5386 11116 11227 11137 11846 11847 11848 
-5387 11227 11228 11137 11849 11587 11847 
-5388 11398 11405 11100 11850 11851 11852 
-5389 1952 11281 10949 11834 11853 11854 
-5390 1955 10978 10956 11855 11856 11857 
-5391 488 10976 489 11858 11859 511 
-5392 11233 11256 11235 11860 11595 11861 
-5393 11126 11404 11269 11862 11843 11809 
-5394 11230 11261 10979 11863 11864 11865 
-5395 11232 11261 11230 11866 11863 11867 
-5396 11292 11294 11034 11868 11869 11870 
-5397 10962 11231 11230 11871 11872 11873 
-5398 10978 10979 10956 11874 11875 11856 
-5399 11231 11232 11230 11842 11867 11872 
-5400 11221 11401 10966 11876 11806 11877 
-5401 11147 11269 11265 11878 11845 11879 
-5402 10966 11394 11221 11880 11881 11877 
-5403 11233 11235 11234 11861 11882 11883 
-5404 11255 11297 11238 11884 11885 11886 
-5405 11057 11268 11030 11887 11888 11889 
-5406 11211 11295 11220 11799 11817 11890 
-5407 11217 11218 11216 11891 11720 11892 
-5408 11269 11279 11219 11893 11894 11810 
-5409 11038 11260 11051 11895 11896 11897 
-5410 11148 11291 11263 11898 11899 11900 
-5411 10962 10978 1956 11901 11902 11903 
-5412 10978 11230 10979 11904 11865 11874 
-5413 11263 11291 11051 11899 11905 11906 
-5414 1957 10962 1956 11907 11903 1983 
-5415 11265 11268 11147 11908 11909 11879 
-5416 10949 11415 11394 11910 11911 11912 
-5417 10962 11230 10978 11873 11904 11901 
-5418 11294 11405 11398 11913 11850 11914 
-5419 11407 11418 10950 11673 11915 11733 
-5420 11293 11294 11292 11916 11868 11917 
-5421 11130 11293 11129 11918 11919 11920 
-5422 11135 11227 11116 11921 11846 11922 
-5423 11162 11267 11266 11923 11924 11925 
-5424 11280 11281 1953 11926 11833 11927 
-5425 11289 11305 11304 11928 11929 11930 
-5426 11233 11234 11232 11883 11931 11841 
-5427 11281 11282 10949 11822 11932 11853 
-5428 11214 11217 11216 11933 11892 11934 
-5429 11147 11279 11269 11935 11893 11878 
-5430 11126 11273 11062 11825 11936 11937 
-5431 11162 11266 11146 11925 11938 11939 
-5432 10981 11056 10983 11940 11941 11942 
-5433 11078 11116 11079 11943 11944 11945 
-5434 10980 11280 10956 11946 11947 11948 
-5435 11147 11268 11057 11909 11887 11949 
-5436 11116 11137 11118 11848 11679 11950 
-5437 11030 11268 11023 11888 11951 11952 
-5438 11058 11291 11148 11953 11898 11954 
-5439 11040 11041 11038 11955 11956 11957 
-5440 1957 11259 10962 11821 11958 11907 
-5441 11173 11280 10980 11959 11946 11960 
-5442 11370 11428 11215 11534 11961 11962 
-5443 11248 11301 11251 11963 11964 11965 
-5444 10981 11261 11056 11966 11967 11940 
-5445 11062 11067 11041 11968 11969 11970 
-5446 11078 11135 11116 11971 11922 11943 
-5447 1935 10963 1934 11745 11800 1961 
-5448 11179 11307 11270 11972 11973 11974 
-5449 11062 11273 11096 11936 11764 11975 
-5450 11067 11078 11068 11976 11977 11978 
-5451 11162 11292 11267 11979 11980 11923 
-5452 11266 11270 11146 11981 11982 11938 
-5453 11032 11304 11044 11983 11984 11985 
-5454 11025 11304 11032 11986 11983 11987 
-5455 11114 11390 11327 11988 11989 11990 
-5456 11163 11293 11130 11991 11918 11992 
-5457 1955 10956 1954 11857 11993 1981 
-5458 11270 11307 11146 11973 11994 11982 
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-5460 11189 11328 11327 11996 11997 11998 
-5461 11294 11398 11034 11914 11999 11869 
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-5463 11041 11260 11038 12003 11895 11956 
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-5466 11164 11383 11286 12010 12011 12012 
-5467 10962 11259 11231 11958 12013 11871 
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-5469 11270 11377 11179 12017 12004 11974 
-5470 11236 11255 11238 11577 11886 12018 
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-5472 11327 11390 11189 11989 12022 11998 
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-5478 11078 11229 11135 12032 11712 11971 
-5479 11235 11236 11234 11608 12033 11882 
-5480 11129 11293 11162 11919 12034 12035 
-5481 1956 10978 1955 11902 11855 1982 
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-5483 11271 11383 11164 12037 12010 12025 
-5484 11219 11279 11143 11894 12038 12039 
-5485 11028 11262 11037 12040 12041 12042 
-5486 11038 11051 11036 11897 12043 12001 
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-5489 11135 11400 11227 11785 12049 11921 
-5490 11285 11324 11180 12050 12051 12008 
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-5492 11148 11263 11150 11900 12055 12056 
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-5495 10979 11261 10981 11864 11966 12061 
-5496 11143 11279 11098 12038 12062 12063 
-5497 11238 11297 11240 11885 12064 12065 
-5498 11034 11378 11292 12066 12067 11870 
-5499 10956 11280 1954 11947 12068 11993 
-5500 11287 11303 10991 12069 12070 12071 
-5501 11012 11389 11318 12072 12073 12074 
-5502 11272 11323 11061 12075 12076 12028 
-5503 11303 11304 11025 12077 11986 12078 
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-5505 11067 11229 11078 12080 12032 11976 
-5506 11175 11213 11174 12081 11794 12082 
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-5508 11028 11035 11027 12048 12083 12015 
-5509 11289 11303 11287 12084 12069 12085 
-5510 11144 11174 11143 12086 12087 12088 
-5511 11261 11409 11056 12089 12090 11967 
-5512 10987 11029 10989 12091 12092 12093 
-5513 11174 11219 11143 11837 12039 12087 
-5514 11019 11021 11020 12094 12095 12096 
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-5516 11323 11357 11012 12100 12101 12102 
-5517 11272 11357 11323 12103 12100 12075 
-5518 10979 10980 10956 12104 11948 11875 
-5519 11285 11390 11114 12105 11988 12106 
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-5521 11070 11147 11057 12108 11949 12109 
-5522 11274 11275 10945 11749 12110 11780 
-5523 11103 11324 11091 12111 12052 12112 
-5524 11070 11279 11147 12113 11935 12108 
-5525 11414 11415 11282 11829 12114 12115 
-5526 11386 11391 11076 12116 12117 12118 
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-5528 11157 11375 11314 12120 12097 12121 
-5529 11163 11294 11293 12122 11916 11991 
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-5531 11180 11388 11387 12124 12125 12126 
-5532 1950 11394 10966 12127 11880 12128 
-5533 11069 11070 11057 12129 12109 12130 
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-5536 11313 11384 11311 12134 12135 12136 
-5537 11308 11393 11361 12137 12138 12139 
-5538 11208 11322 11321 12140 12141 12142 
-5539 11140 11143 11098 12143 12063 12144 
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-5541 11037 11040 11038 12147 11957 12000 
-5542 11306 11321 11099 12148 12149 12150 
-5543 11019 11264 11021 12020 12151 12094 
-5544 11021 11027 11020 12016 12152 12095 
-5545 11357 11389 11012 12153 12072 12101 
-5546 11048 11057 11030 12154 11889 12155 
-5547 11208 11321 11306 12142 12148 12156 
-5548 11009 11396 11022 12157 12158 12159 
-5549 11035 11291 11058 12160 11953 12161 
-5550 11317 11353 11316 12162 12163 12164 
-5551 11176 11390 11285 12165 12105 12007 
-5552 11131 11353 11317 12166 12162 12167 
-5553 11361 11393 11022 12138 12168 12169 
-5554 11048 11069 11057 12170 12130 12154 
-5555 11334 11342 11338 12171 12172 12173 
-5556 11275 11276 10945 12174 12175 12110 
-5557 11076 11302 11049 12176 12177 12178 
-5558 11387 11388 11286 12125 12179 12180 
-5559 11334 11338 11337 12173 12181 12182 
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-5561 11105 11387 11286 12186 12180 12031 
-5562 11288 11289 11287 12187 12085 12059 
-5563 11275 11277 11276 11754 12188 12174 
-5564 11277 11278 11276 11664 12189 12188 
-5565 11175 11214 11213 12190 11995 12081 
-5566 11289 11304 11303 11930 12077 12084 
-5567 11043 11343 11046 12191 12192 12193 
-5568 11148 11150 11149 12056 12194 12195 
-5569 11140 11144 11143 12196 12088 12143 
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-5572 11111 11307 11179 12200 11972 12201 
-5573 11018 11316 11024 12202 12203 12204 
-5574 11112 11307 11111 12205 12200 12206 
-5575 11396 11399 11361 12207 12208 12209 
-5576 11332 11334 11333 12210 12211 12212 
-5577 11129 11162 11146 12035 11939 12213 
-5578 11312 11375 11317 12098 12214 12215 
-5579 11097 11098 11070 12216 12119 12217 
-5580 10993 11303 11025 12218 12078 12219 
-5581 11153 11163 11130 12220 11992 12221 
-5582 11290 11386 11184 12222 12223 12224 
-5583 11129 11146 11124 12213 12225 12226 
-5584 11290 11391 11386 12227 12116 12222 
-5585 11032 11044 11042 11985 12228 12229 
-5586 11002 11323 11004 12230 12231 12232 
-5587 11342 11343 11071 12233 12234 12235 
-5588 11099 11365 11306 12236 12237 12150 
-5589 11046 11343 11077 12192 12238 12239 
-5590 11022 11396 11361 12158 12209 12169 
-5591 11338 11339 11337 11641 12240 12181 
-5592 11316 11353 11024 12163 12241 12203 
-5593 11332 11342 11334 12242 12171 12210 
-5594 11012 11318 11006 12074 12243 12244 
-5595 11016 11316 11018 12245 12202 12246 
-5596 11178 11351 11349 12247 12248 12249 
-5597 11315 11316 11016 12250 12245 12251 
-5598 11162 11293 11292 12034 11917 11979 
-5599 11314 11374 11157 12252 12253 12121 
-5600 11124 11307 11112 12254 12205 12255 
-5601 11069 11097 11070 12256 12217 12129 
-5602 11013 11315 11016 12257 12251 12258 
-5603 11006 11318 11008 12243 12259 12260 
-5604 11061 11323 11002 12076 12230 12261 
-5605 10964 11309 1941 11686 12262 12263 
-5606 11083 11365 11099 12264 12236 12265 
-5607 11125 11129 11124 12266 12226 12267 
-5608 11071 11343 11043 12234 12191 12268 
-5609 11077 11332 11331 12269 12270 12271 
-5610 11109 11308 11107 12272 12273 12274 
-5611 10996 11319 10998 12275 12276 12277 
-5612 10989 11287 10991 12123 12071 12278 
-5613 11346 11347 11345 11515 12279 12280 
-5614 11179 11284 11165 12006 12281 12282 
-5615 11240 11243 11242 12283 12284 12285 
-5616 11315 11317 11316 12286 12164 12250 
-5617 11310 11311 11015 12287 12288 12289 
-5618 11334 11337 11336 12182 12290 12291 
-5619 1937 10955 1936 11649 11758 1963 
-5620 11332 11333 11331 12212 12292 12270 
-5621 11099 11321 11320 12149 12293 12294 
-5622 11010 11310 11015 12295 12289 12296 
-5623 11125 11130 11129 12297 11920 12266 
-5624 11146 11307 11124 11994 12254 12225 
-5625 11136 11320 11187 12298 12299 12300 
-5626 11092 11350 11089 12301 12302 12303 
-5627 11004 11323 11012 12231 12102 12304 
-5628 10998 11319 11001 12276 12305 12306 
-5629 1940 11309 10950 12307 11676 12308 
-5630 11080 11320 11136 12309 12298 12310 
-5631 11344 11346 11345 12311 12280 12312 
-5632 11165 11308 11109 12313 12272 12314 
-5633 11111 11179 11165 12201 12282 12315 
-5634 11310 11313 11311 12316 12136 12287 
-5635 11349 11351 11345 12248 12317 12318 
-5636 1940 10950 1939 12308 12319 1966 
-5637 11367 11384 11313 12320 12134 12321 
-5638 11154 11350 11092 12322 12301 12323 
-5639 11320 11321 11187 12293 12324 12299 
-5640 11008 11318 11310 12259 12325 12326 
-5641 11107 11360 11101 12327 12328 12329 
-5642 11327 11328 11326 11997 11553 12330 
-5643 11022 11393 11379 12168 12331 12332 
-5644 1952 10949 1951 11854 12333 1978 
-5645 11031 11048 11030 12334 12155 12335 
-5646 11024 11030 11023 12336 11952 12337 
-5647 1942 10964 1941 12338 12263 1968 
-5648 11010 11015 11013 12296 12339 12340 
-5649 11049 11302 11048 12177 12341 12342 
-5650 11111 11165 11109 12315 12314 12343 
-5651 11311 11314 11312 12344 12099 12345 
-5652 11008 11310 11010 12326 12295 12346 
-5653 11170 11329 11115 12347 12348 12349 
-5654 11054 11329 11076 12350 12351 12352 
-5655 11325 11327 11326 12353 12330 12354 
-5656 11018 11023 11019 12355 12021 12356 
-5657 11321 11322 11187 12141 12357 12324 
-5658 11024 11031 11030 12358 12335 12336 
-5659 11031 11049 11048 12359 12342 12334 
-5660 1950 10966 1949 12128 12360 1976 
-5661 11018 11024 11023 12204 12337 12355 
-5662 11054 11076 11049 12352 12178 12361 
-5663 11101 11360 11134 12328 12362 12363 
-5664 11136 11186 11169 12364 12365 12366 
-5665 11080 11136 11115 12310 12367 12368 
-5666 1944 10945 1943 11781 12369 1970 
-5667 11325 11326 11196 12354 11493 12370 
-5668 11155 11325 11196 12371 12370 12372 
-5669 11153 11166 11163 12373 12374 12220 
-5670 11016 11018 11017 12246 12375 12376 
-5671 11115 11329 11065 12348 12377 12378 
-5672 11050 11054 11049 12379 12361 12380 
-5673 1946 10965 1945 11831 11783 1972 
-5674 11183 11193 11184 12381 12382 12383 
-5675 11311 11312 11015 12345 12384 12288 
-5676 11055 11065 11054 12385 12386 12387 
-5677 1948 10943 1947 12388 11832 1974 
-5678 11136 11169 11115 12366 12389 12367 
-5679 11066 11080 11065 12390 12391 12392 
-5680 11001 11319 11181 12305 12393 12394 
-5681 11080 11115 11065 12368 12378 12391 
-5682 11310 11318 11313 12325 12395 12316 
-5683 1941 11309 1940 12262 12307 1967 
-5684 10991 11303 10993 12070 12218 12396 
-5685 11099 11320 11081 12294 12397 12398 
-5686 11083 11099 11081 12265 12398 12399 
-5687 11164 11286 11151 12012 12400 12401 
-5688 11123 11124 11112 12402 12255 12403 
-5689 11081 11320 11080 12397 12309 12404 
-5690 11169 11183 11170 12405 12406 12407 
-5691 11089 11350 11087 12302 12408 12409 
-5692 11087 11094 11085 12410 12411 12412 
-5693 11331 11344 11330 12413 12414 12415 
-5694 11113 11325 11155 12416 12371 12417 
-5695 11090 11091 11089 12418 12419 12420 
-5696 11138 11140 11098 12421 12144 12422 
-5697 11196 11199 11195 11572 11533 12423 
-5698 11091 11092 11089 12424 12303 12419 
-5699 11004 11012 11006 12304 12244 12425 
-5700 11088 11089 11087 12426 12409 12427 
-5701 11136 11187 11186 12300 12428 12364 
-5702 11091 11093 11092 12054 12429 12424 
-5703 11050 11055 11054 12430 12387 12379 
-5704 11015 11315 11013 12431 12257 12339 
-5705 11335 11346 11344 11697 12311 12432 
-5706 11055 11066 11065 12433 12392 12385 
-5707 11093 11113 11092 12434 12435 12429 
-5708 11066 11081 11080 12436 12404 12390 
-5709 11001 11181 11061 12394 12437 12438 
-5710 11018 11019 11017 12356 12439 12375 
-5711 11031 11050 11049 12440 12380 12359 
-5712 11114 11325 11113 12441 12416 12442 
-5713 11347 11349 11345 12443 12318 12279 
-5714 11306 11365 11364 12237 12444 12445 
-5715 11155 11195 11156 12446 12447 12448 
-5716 11114 11327 11325 11990 12353 12441 
-5717 11090 11103 11091 12449 12112 12418 
-5718 11093 11114 11113 12450 12442 12434 
-5719 11183 11184 11170 12383 12451 12406 
-5720 11155 11196 11195 12372 12423 12446 
-5721 11088 11090 11089 12452 12420 12426 
-5722 11086 11087 11085 12453 12412 12454 
-5723 11113 11155 11154 12417 12455 12456 
-5724 11084 11085 11083 12457 12458 12459 
-5725 11335 11344 11331 12432 12413 12460 
-5726 11195 11197 11156 11510 12461 12447 
-5727 11330 11344 11117 12414 12462 12463 
-5728 11128 11351 11178 12464 12247 12465 
-5729 11065 11329 11054 12377 12350 12386 
-5730 11077 11331 11330 12271 12415 12466 
-5731 11181 11271 11061 12467 12029 12437 
-5732 11155 11156 11154 12448 12468 12455 
-5733 11087 11350 11094 12408 12469 12410 
-5734 11205 11207 11206 11606 12470 12471 
-5735 11169 11170 11115 12407 12349 12389 
-5736 11086 11088 11087 12472 12427 12453 
-5737 11077 11330 11052 12466 12473 12474 
-5738 11093 11285 11114 12107 12106 12450 
-5739 11350 11359 11094 12475 12476 12469 
-5740 11013 11016 11014 12258 12477 12478 
-5741 11312 11317 11315 12215 12286 12479 
-5742 11178 11188 11177 12480 12481 12482 
-5743 11052 11330 11063 12473 12483 12484 
-5744 11082 11083 11081 12485 12399 12486 
-5745 11063 11330 11117 12483 12463 12487 
-5746 11113 11154 11092 12456 12323 12435 
-5747 11197 11205 11198 12488 12489 12490 
-5748 11084 11086 11085 12491 12454 12457 
-5749 11128 11178 11177 12465 12482 12492 
-5750 11344 11345 11117 12312 12493 12462 
-5751 11158 11164 11151 12494 12401 12495 
-5752 11095 11351 11128 12496 12464 12497 
-5753 11001 11061 11002 12438 12261 12498 
-5754 11334 11336 11333 12291 12499 12211 
-5755 11063 11117 11095 12487 12500 12501 
-5756 11188 11189 11177 12502 12503 12481 
-5757 11128 11177 11176 12492 12504 12505 
-5758 11132 11151 11103 12506 12507 12508 
-5759 11014 11182 11011 12509 12510 12511 
-5760 10998 11001 11000 12306 12512 12513 
-5761 11082 11084 11083 12514 12459 12485 
-5762 11063 11095 11064 12501 12515 12516 
-5763 11010 11013 11011 12340 12517 12518 
-5764 10996 11362 11319 12519 12520 12275 
-5765 11046 11077 11052 12239 12474 12521 
-5766 11117 11351 11095 12522 12496 12500 
-5767 11063 11064 11053 12516 12523 12524 
-5768 11207 11208 11206 12525 12526 12470 
-5769 11016 11017 11014 12376 12527 12477 
-5770 11158 11272 11164 12528 12023 12494 
-5771 11014 11352 11182 12529 12530 12509 
-5772 10993 10994 10992 12531 12532 12533 
-5773 10995 10996 10994 12534 12535 12536 
-5774 11052 11063 11053 12484 12524 12537 
-5775 11197 11198 11156 12490 12538 12461 
-5776 11364 11365 11094 12444 12539 12540 
-5777 11095 11128 11127 12497 12541 12542 
-5778 11345 11351 11117 12317 12522 12493 
-5779 11095 11127 11064 12542 12543 12515 
-5780 11066 11082 11081 12544 12486 12436 
-5781 11205 11206 11198 12471 12545 12489 
-5782 10993 10995 10994 12546 12536 12531 
-5783 11128 11176 11127 12505 12547 12541 
-5784 11042 11043 11033 12548 12549 12550 
-5785 11090 11132 11103 12551 12508 12449 
-5786 11312 11315 11015 12479 12431 12384 
-5787 11032 11033 11026 12552 12553 12554 
-5788 11053 11355 11047 12555 12556 12557 
-5789 11050 11131 11055 12558 12559 12430 
-5790 10991 10993 10992 12396 12533 12560 
-5791 11025 11026 10995 12561 12562 12563 
-5792 11266 11267 11106 11924 12564 12565 
-5793 11308 11360 11107 12566 12327 12273 
-5794 10993 11025 10995 12219 12563 12546 
-5795 11064 11105 11053 12567 12568 12523 
-5796 11025 11032 11026 11987 12554 12561 
-5797 11176 11180 11127 12009 12569 12547 
-5798 11032 11042 11033 12229 12550 12552 
-5799 11042 11071 11043 12570 12268 12548 
-5800 10991 10992 10990 12560 12571 12572 
-5801 11008 11010 11009 12346 12573 12574 
-5802 11048 11302 11069 12341 12575 12170 
-5803 11132 11158 11151 12576 12495 12506 
-5804 11024 11353 11031 12241 12577 12358 
-5805 11052 11053 11047 12537 12557 12578 
-5806 11033 11354 11026 12579 12580 12553 
-5807 11086 11104 11088 12581 12582 12472 
-5808 11131 11356 11055 12583 12584 12559 
-5809 11077 11343 11332 12238 12585 12269 
-5810 531 10954 532 12586 12587 554 
-5811 11001 11002 11000 12498 12588 12512 
-5812 11082 11157 11084 12589 12590 12514 
-5813 470 10958 471 12591 12592 493 
-5814 533 10972 534 12593 11567 556 
-5815 11043 11045 11033 12594 12595 12549 
-5816 11047 11355 11133 12556 12596 12597 
-5817 529 10969 530 12598 12599 552 
-5818 472 10970 473 12600 12601 495 
-5819 11046 11052 11047 12521 12578 12602 
-5820 11031 11353 11050 12577 12603 12440 
-5821 11110 11111 11109 12604 12343 12605 
-5822 11333 11335 11331 12606 12460 12292 
-5823 477 10959 478 12607 12608 500 
-5824 11359 11364 11094 12609 12540 12476 
-5825 524 10960 525 12610 12611 547 
-5826 11050 11353 11131 12603 12166 12558 
-5827 11085 11365 11083 12612 12264 12458 
-5828 11208 11306 11206 12156 12613 12526 
-5829 11105 11355 11053 12614 12555 12568 
-5830 11156 11359 11154 12615 12616 12468 
-5831 479 10971 480 12617 12618 502 
-5832 11154 11359 11350 12616 12475 12322 
-5833 11043 11046 11045 12193 12619 12594 
-5834 11055 11356 11066 12584 12620 12433 
-5835 522 10975 523 12621 12622 545 
-5836 11123 11125 11124 12623 12267 12402 
-5837 11088 11358 11090 12624 12625 12452 
-5838 11006 11008 11007 12260 12626 12627 
-5839 11047 11133 11045 12597 12628 12629 
-5840 535 10942 16 11568 11518 558 
-5841 11132 11159 11158 12630 12631 12576 
-5842 11090 11358 11132 12625 12632 12551 
-5843 11017 11352 11014 12633 12529 12527 
-5844 11066 11356 11082 12620 12634 12544 
-5845 474 10946 475 12635 12636 497 
-5846 11046 11047 11045 12602 12629 12619 
-5847 527 10944 528 12637 12638 550 
-5848 10989 10991 10990 12278 12572 12639 
-5849 11264 11265 11262 12640 12641 12642 
-5850 11379 11393 11284 12331 12643 12146 
-5851 483 10973 484 12644 12645 506 
-5852 481 10947 482 12646 12647 504 
-5853 11158 11357 11272 12648 12103 12528 
-5854 10995 11362 10996 12649 12519 12534 
-5855 11104 11358 11088 12650 12624 12582 
-5856 11013 11014 11011 12478 12511 12517 
-5857 518 10974 519 11499 12651 541 
-5858 520 10948 521 12652 12653 543 
-5859 11004 11006 11005 12425 12654 12655 
-5860 11198 11359 11156 12656 12615 12538 
-5861 11082 11356 11157 12634 12657 12589 
-5862 11045 11354 11033 12658 12579 12595 
-5863 11132 11358 11159 12632 12659 12630 
-5864 11010 11011 11009 12518 12660 12573 
-5865 11026 11362 10995 12661 12649 12562 
-5866 11027 11372 11020 12184 12662 12152 
-5867 11019 11020 11017 12096 12663 12439 
-5868 11002 11004 11003 12232 12664 12665 
-5869 11159 11357 11158 12666 12648 12631 
-5870 11354 11362 11026 12667 12661 12580 
-5871 486 10951 487 12668 12669 509 
-5872 11020 11352 11017 12670 12633 12663 
-5873 11306 11364 11206 12445 12671 12613 
-5874 11133 11354 11045 12672 12658 12628 
-5875 515 10952 516 12673 12674 538 
-5876 11206 11364 11198 12671 12675 12545 
-5877 11308 11361 11360 12139 12676 12566 
-5878 11008 11009 11007 12574 12677 12626 
-5879 11198 11364 11359 12675 12609 12656 
-5880 11110 11112 11111 12678 12206 12604 
-5881 11299 11300 11247 12679 12680 12681 
-5882 11002 11003 11000 12665 12682 12588 
-5883 11094 11365 11085 12539 12612 12411 
-5884 11006 11007 11005 12627 12683 12654 
-5885 11191 11290 11192 12684 12685 12686 
-5886 11317 11375 11131 12214 12687 12167 
-5887 10994 11363 10992 12688 12689 12532 
-5888 10998 11000 10999 12513 12690 12691 
-5889 10996 10997 10994 12692 12693 12535 
-5890 11267 11363 11106 12694 12695 12564 
-5891 11318 11389 11313 12073 12696 12395 
-5892 11152 11153 11130 12697 12221 12698 
-5893 11005 11060 11003 12699 12700 12701 
-5894 11004 11005 11003 12655 12701 12664 
-5895 10996 10998 10997 12277 12702 12692 
-5896 11122 11161 11145 12703 12704 12705 
-5897 11191 11192 11190 12686 12706 12707 
-5898 11108 11109 11107 12708 12274 12709 
-5899 11139 11191 11190 12710 12707 12711 
-5900 10989 10990 10988 12639 12712 12713 
-5901 11009 11022 11007 12159 12714 12677 
-5902 11161 11212 11211 11763 11751 12715 
-5903 11097 11138 11098 12716 12422 12216 
-5904 11332 11343 11342 12585 12233 12242 
-5905 11108 11110 11109 12717 12605 12708 
-5906 11122 11123 11112 12718 12403 12719 
-5907 11157 11374 11084 12253 12720 12590 
-5908 11104 11367 11358 12721 12722 12650 
-5909 11160 11270 11266 12723 11981 12724 
-5910 11160 11266 11106 12724 12565 12725 
-5911 10999 11106 10997 12726 12727 12728 
-5912 11000 11366 10999 12729 12730 12690 
-5913 11319 11376 11181 12731 12732 12393 
-5914 11086 11374 11104 12733 12734 12581 
-5915 11211 11220 11145 11890 12735 12736 
-5916 11358 11367 11159 12722 12737 12659 
-5917 11139 11190 11185 12711 12738 12739 
-5918 11148 11149 11072 12195 12740 12132 
-5919 10998 10999 10997 12691 12728 12702 
-5920 10999 11160 11106 12741 12725 12726 
-5921 11122 11373 11161 12742 11703 12703 
-5922 11110 11122 11112 12743 12719 12678 
-5923 11101 11134 11074 12363 12744 12745 
-5924 11125 11152 11130 12746 12698 12297 
-5925 11161 11211 11145 12715 12736 12704 
-5926 11003 11366 11000 12747 12729 12682 
-5927 11131 11375 11356 12687 12748 12583 
-5928 11122 11145 11123 12705 12749 12718 
-5929 10990 11034 10988 12750 12751 12712 
-5930 11220 11371 11145 11815 12752 12735 
-5931 11247 11301 11248 12753 11963 12754 
-5932 11311 11384 11314 12135 12755 12344 
-5933 11139 11185 11138 12739 12756 12757 
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-7042 18701 19845 19844 24583 24584 24585 
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-7047 14067 23844 19334 24595 24596 24597 
-7048 19430 23246 18656 24598 24425 24599 
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-7058 19270 20110 19724 24624 24625 24626 
-7059 18215 20979 19874 24627 24628 24629 
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-7068 17502 19738 17432 24649 24548 24650 
-7069 20112 23451 18923 24651 24399 24652 
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-7073 14059 23750 20010 24661 24662 24646 
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-7081 21504 23248 18834 24679 24681 24682 
-7082 14319 23062 14297 24683 24451 24684 
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-7085 19580 19582 14186 24690 24691 24692 
-7086 23480 23504 18935 24693 24694 24695 
-7087 19989 23236 20918 24696 24697 24698 
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-7089 15930 20300 19380 24702 24703 24027 
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-7092 18923 23577 20112 24707 24708 24652 
-7093 19747 19748 18683 24709 24710 24711 
-7094 18863 20115 18864 24543 24712 24713 
-7095 23225 23740 20733 24714 24715 24716 
-7096 14247 23562 19382 24717 24718 24210 
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-7098 19586 20332 18614 24721 24722 24723 
-7099 23179 23704 19349 24724 24725 24726 
-7100 14430 21130 21129 24727 24728 24729 
-7101 19844 20003 18701 24730 24731 24585 
-7102 18801 23537 19721 24732 24733 24734 
-7103 19631 20195 18657 24735 24736 24737 
-7104 20018 23553 19926 24738 24739 24740 
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-7106 19626 20106 19636 24743 24203 24588 
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-7108 20089 23056 14159 24747 24099 24748 
-7109 858 20111 857 24749 24750 877 
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-7112 14297 23752 14319 24757 24758 24684 
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-7114 19418 22649 14047 24761 24762 24763 
-7115 23188 23295 14156 24764 24765 24752 
-7116 19565 23491 22832 24766 24767 24768 
-7117 19165 23426 20288 24769 24770 24771 
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-7123 16844 20090 16842 24781 24782 24783 
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-7134 21140 22329 15458 24804 24806 24776 
-7135 18434 23596 19628 24807 24808 24346 
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-7138 44 14312 173 24814 24815 24778 
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-7143 14267 21172 19432 24825 24826 24827 
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-7147 14343 21494 21492 24836 24837 24636 
-7148 21155 23436 18400 24326 24838 24839 
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-7151 939 19749 14089 24802 24845 24846 
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-7198 19969 23354 18831 24950 24386 24951 
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-7210 23459 23605 17380 24976 24977 24978 
-7211 14292 23235 20276 24979 24980 24756 
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-7217 14175 23816 19374 24994 24995 24921 
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-7219 19649 23262 14005 24999 25000 24557 
-7220 22317 23475 14220 25001 25002 25003 
-7221 21867 23661 14298 25004 24572 24207 
-7222 173 14312 172 24815 25005 176 
-7223 14183 23239 21199 25006 25007 25008 
-7224 14175 23435 19419 24920 25009 24243 
-7225 19667 23238 14184 25010 25011 24593 
-7226 95 20145 94 24097 25012 158 
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-7228 23448 23488 19214 25016 25017 25018 
-7229 14047 23350 19418 25019 25020 24763 
-7230 19960 19961 14081 25021 25022 24831 
-7231 21059 23165 21057 25023 24940 25024 
-7232 14034 23687 23249 25025 25026 25027 
-7233 19716 19717 14094 25028 25029 24159 
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-7236 23216 23545 21749 25033 25034 24969 
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-7240 20645 22736 14290 25043 25044 24619 
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-7242 14113 20243 19456 25048 25049 24007 
-7243 18582 20832 20116 25050 25051 25052 
-7244 14271 23815 19266 25053 25054 24115 
-7245 23289 23428 1198 25055 25056 25057 
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-7253 16874 20018 16848 25073 24186 25074 
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-7260 21165 21166 17811 24020 25086 24308 
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-7263 17297 21202 21133 25092 24469 25093 
-7264 16685 23590 20033 25094 25095 24608 
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-7270 13994 23384 20675 25109 25110 25111 
-7271 22832 23592 19565 25112 25113 24768 
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-7276 19430 23753 1090 25122 25123 25031 
-7277 14170 19950 19944 25124 25125 25126 
-7278 17816 23915 20110 25127 25128 24119 
-7279 21220 23729 23290 25129 25130 25131 
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-7284 19679 23796 18853 25141 25142 24973 
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-7287 19590 23825 16806 25147 25148 25149 
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-7291 17398 23579 23371 25157 25158 25159 
-7292 19376 23373 14033 25160 25161 25138 
-7293 16806 23396 19590 25162 25163 25149 
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-7297 23113 23448 21851 25171 25172 25173 
-7298 18834 23248 19389 24681 25174 25175 
-7299 17502 22221 19740 25176 25177 25178 
-7300 19587 19588 18789 25179 25180 25181 
-7301 20029 23808 18722 25182 25183 25042 
-7302 17431 19738 19737 24549 25184 25185 
-7303 14087 23268 20963 25186 25187 25188 
-7304 19389 23255 18834 25189 25190 25175 
-7305 19420 23496 19419 25191 24241 25192 
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-7307 23357 23446 19291 25088 25195 24140 
-7308 14124 23218 20791 25196 25197 24441 
-7309 18770 19622 19621 25198 25199 25117 
-7310 20348 20349 20324 25200 25201 25202 
-7311 14272 20308 19439 25203 25204 25100 
-7312 19821 22907 17445 25205 25206 24127 
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-7314 19965 23459 16619 25209 25210 24300 
-7315 14047 23463 19388 25211 25212 25213 
-7316 19157 23406 19793 25214 25215 25013 
-7317 18493 22471 21795 24321 25216 25217 
-7318 19433 23597 14131 25218 25219 24254 
-7319 23313 23462 19289 25220 25221 25222 
-7320 656 19963 14253 25223 25224 25225 
-7321 19257 23535 19769 25226 25227 25228 
-7322 21129 21141 14430 25229 25230 24729 
-7323 19697 19698 19324 25231 25232 25233 
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-7325 19414 23614 14168 25237 25238 24382 
-7326 1329 19741 1328 25239 25240 1351 
-7327 1112 20019 1132 25241 24337 25242 
-7328 587 14317 14311 25243 25244 25245 
-7329 20272 23230 690 25246 25247 25248 
-7330 18723 23233 19902 25249 25250 24488 
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-7332 23511 23587 18627 25254 25255 25256 
-7333 19837 23361 19836 25257 25258 25259 
-7334 19188 23578 19806 25260 25261 24324 
-7335 16786 20068 16789 24539 25262 25263 
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-7340 20048 22266 17892 24392 25273 25274 
-7341 21570 23176 18661 25275 25276 24013 
-7342 18831 23452 19969 25277 25278 24951 
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-7347 19732 20005 20004 24668 25287 24296 
-7348 14232 23482 19817 25288 24905 25289 
-7349 19381 20400 18629 24190 24944 25290 
-7350 19388 23350 14047 25291 25019 25213 
-7351 14064 21187 19564 25292 25293 25294 
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-7354 23284 23662 19606 24992 25301 25302 
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-7357 20014 20377 19164 25308 25309 25310 
-7358 19598 20474 17998 25311 25312 25305 
-7359 21360 21662 14180 25313 25314 25315 
-7360 14312 14321 172 25316 25317 25005 
-7361 19256 23534 19861 24862 25318 25319 
-7362 477 23313 19435 25320 25321 25322 
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-7364 20495 23431 20494 25326 25327 25328 
-7365 19924 20018 19926 24135 24740 25329 
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-7367 14316 23319 19394 25333 25334 25047 
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-7370 19647 23515 19645 25039 25279 25340 
-7371 14087 23948 23268 25341 25342 25186 
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-7373 17303 23180 19405 25346 24858 25347 
-7374 19600 20474 19598 25348 25311 25349 
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-7376 16347 20474 19600 25352 25348 25353 
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-7378 19776 23720 19777 25331 25356 25357 
-7379 23361 23934 19836 25358 25359 25258 
-7380 14299 20348 20324 25360 25202 25361 
-7381 23431 23510 20494 25362 25363 25327 
-7382 19737 22892 21896 25364 25365 25366 
-7383 14168 19416 19415 25367 25368 24380 
-7384 20249 22470 1514 25369 25370 25371 
-7385 23249 23687 19557 25026 25372 25373 
-7386 23342 23484 16576 25374 25375 25376 
-7387 14139 23461 23120 25377 25378 25379 
-7388 19582 23733 14186 25380 25381 24691 
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-7393 15280 20204 15348 25393 25394 25395 
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-7397 18968 23108 20428 25400 24377 25401 
-7398 20084 20243 1596 25402 25403 25404 
-7399 16300 23542 23455 25405 25406 25407 
-7400 14225 19559 1341 25408 24787 25409 
-7401 1340 19559 14069 24788 24105 25410 
-7402 397 14314 462 24218 25411 25412 
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-7408 1557 19621 14176 25424 25425 25426 
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-7410 17860 23627 20349 25430 25431 24232 
-7411 1030 19634 14138 25432 25433 25434 
-7412 1078 23857 19561 25435 25436 24153 
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-7414 19650 23744 14123 25439 25440 25441 
-7415 1083 19657 14088 25442 25443 25444 
-7416 21795 22471 14105 25216 25445 25446 
-7417 20111 23461 14139 25447 25377 25448 
-7418 19714 19716 339 25449 24376 25450 
-7419 19443 23216 17453 25451 24968 25452 
-7420 184 19829 19827 24388 25453 25454 
-7421 14018 23488 23448 25455 25016 25456 
-7422 20063 23744 19650 25457 25439 25265 
-7423 21151 23413 14100 25458 25459 25460 
-7424 19354 20125 19266 24170 24113 25461 
-7425 23096 23292 14000 25462 25463 25464 
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-7430 19360 23685 14172 25475 25476 25474 
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-7476 21199 23794 14183 25569 25570 25008 
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-7493 17954 23275 20113 25604 25605 25606 
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-7497 14237 23791 19844 25616 25573 25617 
-7498 14105 22470 21795 25618 25619 25446 
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-7500 19504 20952 19499 25622 25623 25624 
-7501 19457 20243 20084 25625 25402 24600 
-7502 14302 23507 14317 25626 25627 25382 
-7503 17356 23751 20011 25628 25629 25630 
-7504 197 20250 20223 25631 25632 25633 
-7505 19913 23737 19980 25634 25635 24911 
-7506 20748 23191 15442 25636 25637 25638 
-7507 20951 20952 19504 25639 25622 25640 
-7508 14317 23507 14311 25627 24876 25244 
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-7510 19618 19619 14080 25642 25643 25428 
-7511 23487 23588 14208 25644 25645 25646 
-7512 19634 19635 14138 25647 25648 25433 
-7513 19531 23675 51 25649 25650 25564 
-7514 521 20027 14093 25651 25652 25653 
-7515 524 19772 14091 25654 25655 25656 
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-7517 17998 19601 19599 25660 25661 25303 
-7518 23492 23580 14173 25662 25663 25664 
-7519 19406 21141 21129 24963 25229 25665 
-7520 19380 20300 19602 24703 25071 25666 
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-7525 19921 20054 19919 25677 25678 25679 
-7526 19532 23841 23839 25680 25681 25682 
-7527 15024 20099 20097 25479 25683 25684 
-7528 19532 23839 19417 25682 25685 25686 
-7529 1434 20037 14110 25687 25688 25689 
-7530 1429 19845 14137 25690 25691 25692 
-7531 1426 19858 14133 25693 25694 25695 
-7532 19358 22999 19956 25696 25697 25698 
-7533 17387 22975 22861 25699 25700 25701 
-7534 19942 20221 19979 25702 25703 25704 
-7535 1417 19872 14015 25705 25706 25707 
-7536 1297 19900 14074 25708 25709 25710 
-7537 14037 20126 20070 25711 25712 25713 
-7538 14025 20073 20072 25714 25715 25716 
-7539 19216 23475 22317 25717 25001 25718 
-7540 19731 22925 20103 24953 25719 25720 
-7541 14002 20157 19562 25721 25722 24958 
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-7543 17453 23913 19443 25726 25727 25452 
-7544 17667 20068 16784 25728 24538 25729 
-7545 19439 20308 19427 25204 24840 25730 
-7546 19765 22963 19768 24406 25731 25732 
-7547 21130 21133 18153 25733 24471 25734 
-7548 19948 23553 23316 25735 25736 25737 
-7549 19467 23644 14020 25738 25739 24228 
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-7551 19887 19888 17557 25742 25066 25743 
-7552 19816 23769 18204 25744 25745 25612 
-7553 20056 23007 20907 25746 25747 25748 
-7554 18311 21226 19852 25749 25750 24014 
-7555 18657 23775 19631 25751 25752 24737 
-7556 657 19963 656 24236 25223 676 
-7557 14211 20129 19658 25753 25754 25755 
-7558 17356 23721 19730 25756 25757 25421 
-7559 19676 19688 19678 25758 24455 25759 
-7560 19229 23441 19908 25760 25761 25762 
-7561 21632 23704 21606 25763 25764 25765 
-7562 659 19958 14081 25766 24832 25767 
-7563 16842 20090 17677 24782 25768 25769 
-7564 19396 23068 14151 25770 25771 24195 
-7565 20019 23473 14305 25585 24931 24797 
-7566 19226 23113 21851 25772 25173 25773 
-7567 18499 22793 20167 24843 25774 25775 
-7568 19835 23127 14237 25776 25777 25778 
-7569 17781 23374 19685 25779 25780 25781 
-7570 19431 23487 14005 25782 25783 25784 
-7571 21880 23649 14039 25785 25786 24664 
-7572 16878 20090 16844 25787 24781 25788 
-7573 21598 23283 19433 25789 25790 24253 
-7574 20010 23750 20009 24662 25791 25792 
-7575 20675 23531 13994 25793 25794 25111 
-7576 21498 23667 21592 25795 25796 25797 
-7577 958 14318 1023 24569 25798 25799 
-7578 23371 23579 19811 25158 25800 25801 
-7579 14234 23232 19465 25802 25803 25236 
-7580 23445 23607 19242 25804 25805 25806 
-7581 14020 20264 19468 25582 25807 24616 
-7582 18894 20213 19534 25808 25809 25810 
-7583 19594 23499 23062 25811 24449 25812 
-7584 293 23637 14313 24503 25813 25814 
-7585 20011 23721 17356 25815 25756 25630 
-7586 19697 20698 16405 25397 25816 25817 
-7587 19983 20275 14304 25818 25819 25820 
-7588 19843 20049 19840 24234 25540 25821 
-7589 19720 23384 13994 25822 25109 25823 
-7590 20024 20086 18786 25824 25825 24656 
-7591 19467 22354 14219 25826 25827 25828 
-7592 19535 23091 18843 25829 24224 25830 
-7593 19710 19711 14103 25831 25832 25608 
-7594 14185 23364 23195 25833 25834 25835 
-7595 14205 22735 20802 25836 25837 24459 
-7596 18614 23584 19586 25838 25839 24723 
-7597 20008 23547 23460 25840 25841 25842 
-7598 19698 20152 19324 25843 25844 25232 
-7599 18752 23284 19606 25845 25302 24985 
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-7601 22963 23688 19768 25847 25848 25731 
-7602 20278 23389 14193 25849 25850 25851 
-7603 19902 23233 14136 25250 25852 25853 
-7604 19431 23588 23487 25854 25644 25782 
-7605 14182 22974 20401 25855 25856 25857 
-7606 19760 20449 19739 25858 25859 25860 
-7607 14289 23495 20513 25861 25862 24786 
-7608 23233 23827 14136 25863 25864 25852 
-7609 19849 23430 14238 25865 25866 25867 
-7610 22953 22964 20652 25868 25869 25870 
-7611 19845 20017 14137 25871 25872 25691 
-7612 19858 19859 14133 25873 25874 25694 
-7613 21536 23520 22872 25875 25876 25877 
-7614 23647 23788 23418 25878 25879 25880 
-7615 14024 23612 19702 25881 25882 25297 
-7616 19172 23865 23846 25883 25884 25885 
-7617 14005 23262 19431 25000 25886 25784 
-7618 14000 22736 19514 25887 25143 25888 
-7619 19956 23883 19358 25889 25890 25698 
-7620 19561 20048 14163 25281 25891 24464 
-7621 22069 23382 23142 25892 25893 25894 
-7622 19542 22964 22953 25895 25868 25896 
-7623 1375 19768 14228 25897 25898 25899 
-7624 18956 19994 19993 25900 24536 24865 
-7625 19889 20025 19890 25901 25902 25903 
-7626 20464 23071 20463 25904 24284 25905 
-7627 17457 23658 23610 25906 25907 25908 
-7628 14272 20111 858 25909 24749 25910 
-7629 19925 20054 19921 24356 25677 25911 
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-7631 23846 23865 19847 25884 25914 25915 
-7632 23518 23666 18811 25916 25917 25918 
-7633 21434 23420 23399 25919 25920 25921 
-7634 14271 20125 862 24114 24896 25922 
-7635 14093 20027 19775 25652 24164 25923 
-7636 861 20125 14031 24897 24169 25924 
-7637 14222 23532 23463 25925 25926 25927 
-7638 14798 20215 14801 25928 25929 25930 
-7639 19963 19964 14253 25931 25932 25224 
-7640 19545 20748 16306 25933 25934 25935 
-7641 17715 22867 20680 25936 25937 25938 
-7642 19635 23710 20210 25939 25940 25941 
-7643 20573 22012 20572 25668 25942 25943 
-7644 14074 20366 19568 25944 25945 25561 
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-7646 19864 19906 14096 25948 25949 25950 
-7647 20263 20704 20703 25951 25952 24898 
-7648 528 23828 19429 25953 25954 25955 
-7649 23316 23553 16874 25736 25603 25956 
-7650 14110 20037 19837 25688 25489 25957 
-7651 20055 20907 18030 25958 25959 25960 
-7652 19843 23181 20050 25961 25962 24213 
-7653 23710 23910 20210 25963 25964 25940 
-7654 15457 23003 20043 25965 25966 25967 
-7655 14200 23652 23412 25968 25531 25969 
-7656 15344 20394 15347 25970 25971 25972 
-7657 18867 23431 20495 25973 25326 25974 
-7658 19560 19697 16405 25975 25817 25976 
-7659 14296 23654 19563 25977 25978 25979 
-7660 23610 23658 19826 25907 25980 25981 
-7661 19138 22470 20249 25982 25369 25983 
-7662 17754 23251 19964 25984 24341 25985 
-7663 20855 23140 15431 25986 25987 25988 
-7664 22137 23395 20599 25989 25990 24534 
-7665 19514 23096 14000 25991 25464 25888 
-7666 1332 23150 19529 25992 25993 25994 
-7667 19853 22300 18846 25995 25996 25997 
-7668 19557 23687 19555 25372 24685 25998 
-7669 15456 20096 20077 25999 26000 26001 
-7670 23464 23750 422 26002 26003 26004 
-7671 14193 23743 20278 26005 26006 25851 
-7672 19499 20952 19501 25623 26007 26008 
-7673 23455 23542 21354 25406 26009 26010 
-7674 20056 20907 20055 25748 25958 26011 
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-7677 23411 23699 14150 26017 26018 25575 
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-7679 19429 23355 528 26021 26022 25955 
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-7681 19858 23472 19859 26026 25133 25873 
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-7683 23343 23943 19273 26030 26031 26032 
-7684 19617 23770 19618 26033 26034 26035 
-7685 19637 23387 14209 26036 26037 26038 
-7686 19772 20087 14091 26039 26040 25655 
-7687 19906 23664 14240 26041 26042 26043 
-7688 19955 23944 22936 26044 26045 26046 
-7689 23237 23770 19617 26047 26033 24424 
-7690 19613 19615 19614 26048 26049 26050 
-7691 20979 23493 19874 26051 26052 24628 
-7692 14105 22471 19679 25445 26053 26054 
-7693 18701 20017 19845 26055 25871 24583 
-7694 14092 23711 19829 26056 26057 24155 
-7695 20223 20250 19518 25632 26058 26059 
-7696 21586 21587 19497 26060 26027 26061 
-7697 14246 23692 19603 26062 26063 25615 
-7698 23195 23364 19170 25834 26064 25194 
-7699 19638 19641 19639 26065 26066 26067 
-7700 172 14321 171 25317 26068 175 
-7701 19923 20090 16878 26069 25787 24032 
-7702 19534 20213 19395 25809 26070 24343 
-7703 19619 23715 20195 26071 26072 26073 
-7704 19981 23399 19176 26074 26075 26076 
-7705 23120 23321 14139 26077 26078 25379 
-7706 19832 23160 19526 26079 26080 24631 
-7707 23174 23664 19906 26081 26041 26082 
-7708 19281 23525 23442 26083 26084 24868 
-7709 20599 23570 14042 26085 26086 24535 
-7710 14197 20350 20349 26087 24230 26088 
-7711 19444 23651 14159 26089 26090 24101 
-7712 19516 23494 14124 26091 26092 24443 
-7713 14099 23462 23313 26093 25220 26094 
-7714 14123 22942 19651 26095 26096 26097 
-7715 16628 20301 17459 26098 26099 26100 
-7716 19573 20902 15428 26101 26102 26103 
-7717 19221 19601 17997 26104 26105 26106 
-7718 14037 23578 20126 26107 26108 25711 
-7719 23715 23917 20195 26109 26110 26072 
-7720 19769 23406 19257 26111 26112 25228 
-7721 14102 23665 19690 26113 26114 24491 
-7722 14260 23647 23418 26115 25880 26116 
-7723 765 23496 23239 26117 26118 26119 
-7724 19792 23677 22024 26120 26121 25164 
-7725 18267 20159 18256 26122 26123 26124 
-7726 20043 20575 15457 26125 26126 25967 
-7727 14056 23165 21059 26127 25023 26128 
-7728 23327 23683 14203 25507 26129 26130 
-7729 20288 23426 17409 24770 26131 24742 
-7730 14856 20575 20044 26132 26133 26134 
-7731 14197 20349 20348 26088 25200 26135 
-7732 20002 23440 19228 26136 26137 26138 
-7733 20044 20575 20043 26133 26125 26139 
-7734 19759 23539 19757 26140 26141 26142 
-7735 14258 23819 320 26143 24033 26144 
-7736 20062 23525 19281 26145 26083 26146 
-7737 19413 23556 14248 26147 26148 24468 
-7738 23124 23415 23126 26149 26150 26151 
-7739 19276 22947 20140 26152 26153 26154 
-7740 17835 20064 19410 26155 26156 26157 
-7741 15316 23100 19466 26158 26159 24431 
-7742 18800 20076 19611 26160 26161 26162 
-7743 14199 20155 19662 26163 24577 26164 
-7744 19273 23933 23343 26165 26166 26032 
-7745 19733 19736 19734 26167 26168 26169 
-7746 19754 23422 22375 26170 26171 26172 
-7747 22874 22887 20566 26173 26174 26175 
-7748 19685 23694 17781 26176 26177 25781 
-7749 14293 23167 20153 26178 24489 24315 
-7750 19577 20855 15480 26179 26180 26181 
-7751 20058 23321 23120 26182 26077 26183 
-7752 22978 23366 19223 25153 26184 26185 
-7753 19977 23108 18968 26186 25400 24246 
-7754 19623 20105 14176 26187 26188 26189 
-7755 17576 20285 17298 26190 26191 26192 
-7756 19694 19695 14832 26193 26194 26195 
-7757 14191 19586 1072 25151 26196 26197 
-7758 19979 23628 19942 26198 26199 25704 
-7759 19404 23543 23465 25545 26200 26201 
-7760 14178 23926 21974 26202 26203 26204 
-7761 23745 23800 984 26205 26206 26207 
-7762 19756 19759 19757 26208 26142 26209 
-7763 171 14321 14257 26068 26210 26211 
-7764 21059 23349 14056 26212 24851 26128 
-7765 19746 22637 18735 26213 26214 26215 
-7766 19772 23629 20087 26216 26217 26039 
-7767 20097 20439 15024 26218 26219 25684 
-7768 14148 23078 19522 26220 26221 26222 
-7769 23093 23267 20505 26223 26224 26225 
-7770 19682 20019 1113 25586 26226 26227 
-7771 560 14317 559 25383 26228 565 
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-7773 19938 19950 19937 26232 26233 26234 
-7774 17557 20235 19887 26235 26236 25743 
-7775 19600 20475 16347 26237 26238 25353 
-7776 20680 22867 20679 25937 26239 26240 
-7777 19545 23191 20748 26241 25636 25933 
-7778 15312 23091 19535 26242 25829 24482 
-7779 22375 23918 19754 26243 26244 26172 
-7780 19627 20106 19626 26245 24743 26246 
-7781 20495 23862 18867 26247 26248 25974 
-7782 19910 23494 19413 26249 26250 24467 
-7783 19869 19999 19870 26251 26252 26253 
-7784 18814 22793 20880 24088 24842 26254 
-7785 18083 22334 20393 26255 26256 26257 
-7786 17835 20076 20064 26258 26259 26155 
-7787 21209 23298 14192 26260 26261 26262 
-7788 20135 21930 18940 26263 26264 26265 
-7789 16783 22964 19542 26266 25895 24647 
-7790 16604 23107 23059 26267 26268 26269 
-7791 19809 20115 19808 26270 26271 26272 
-7792 19971 23666 23518 26273 25916 26274 
-7793 19640 20052 14003 25466 26275 26276 
-7794 19244 23586 20494 26277 26278 26279 
-7795 15308 23071 20464 26280 25904 24485 
-7796 19662 23559 19660 24928 26281 26282 
-7797 14219 23644 19467 26283 25738 25828 
-7798 20302 23007 20056 26284 25746 26285 
-7799 19895 23554 21083 26286 26287 26288 
-7800 19797 20267 15427 26289 26290 26291 
-7801 23155 23437 21200 26292 26293 26294 
-7802 19611 20077 18800 26295 26296 26162 
-7803 21974 23867 14178 26297 26298 26204 
-7804 19530 23508 14045 26299 26300 26301 
-7805 22936 23944 19105 26045 26302 26303 
-7806 16863 22506 19948 24809 26304 26305 
-7807 336 23065 19723 26306 26307 26308 
-7808 20652 22943 17832 26309 26310 26311 
-7809 19758 23339 20067 26312 26313 26314 
-7810 14261 20057 19684 26315 24553 26316 
-7811 20122 20301 17262 26317 26318 25510 
-7812 20494 23510 19244 25363 26319 26279 
-7813 18770 23178 18769 24989 26320 26321 
-7814 20009 23750 23464 25791 26002 26322 
-7815 20438 23695 19804 26323 26324 25324 
-7816 19626 20105 19623 24587 26187 26325 
-7817 20462 23800 23745 26326 26205 26327 
-7818 17483 20378 17199 26328 26329 26330 
-7819 19522 23513 14148 26331 26332 26222 
-7820 17832 22953 20652 26333 25870 26311 
-7821 19591 23266 14051 25115 26334 25076 
-7822 16545 20300 15795 26335 26336 26337 
-7823 20113 23275 18750 25605 26338 26339 
-7824 16306 20749 19545 26340 26341 25935 
-7825 23761 23762 17212 26342 26343 26344 
-7826 23242 23379 19524 25579 26345 26346 
-7827 19877 23676 21511 26347 26348 26349 
-7828 19436 23270 19437 24581 26350 26351 
-7829 23399 23420 19176 25920 26352 26075 
-7830 19933 23628 20130 26353 26354 24793 
-7831 15282 23323 20204 25344 26355 26356 
-7832 19524 23379 14066 26345 26357 26358 
-7833 23463 23532 19388 25926 26359 25212 
-7834 19458 23924 20406 26360 26012 26361 
-7835 19224 23762 23761 26362 26342 26363 
-7836 19483 21587 19485 26028 26364 26365 
-7837 21896 22892 19083 25365 26366 26367 
-7838 14208 19615 19613 26368 26048 26369 
-7839 18754 20020 20017 26370 26371 26372 
-7840 19506 23407 23292 26373 26374 25554 
-7841 19404 23465 19403 26201 25270 26375 
-7842 19605 19606 14140 26376 26377 26378 
-7843 19927 23773 14078 26379 26380 24085 
-7844 19607 19648 1046 25299 26381 26382 
-7845 14209 19641 19638 26383 26065 26384 
-7846 20371 23400 22893 26385 26386 26387 
-7847 559 14317 588 26228 26388 26389 
-7848 14111 20086 20024 26390 25824 26391 
-7849 19944 19950 19938 25125 26232 26392 
-7850 19670 19671 14035 26393 26394 26395 
-7851 16405 20298 19560 26396 26397 25976 
-7852 19900 20366 14074 26398 25944 25709 
-7853 14080 19631 40 25596 26399 26400 
-7854 14208 19613 1042 26369 26401 26402 
-7855 14022 19616 1547 26403 26404 26405 
-7856 19654 20146 1087 26406 26407 26408 
-7857 19637 23966 23387 26409 26410 26036 
-7858 1604 19637 14209 26411 26038 26412 
-7859 14209 19638 1603 26384 26413 26414 
-7860 19962 23533 19963 26415 26416 24235 
-7861 21578 21677 20073 26417 26418 26419 
-7862 19679 20415 1511 24972 26420 26421 
-7863 14003 20052 1601 26275 26422 26423 
-7864 19504 20953 20951 26424 26425 25640 
-7865 1073 19659 14191 26426 26427 26428 
-7866 14211 19658 1523 25755 26429 26430 
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-27591 23780 23953 19282 54616 54511 54746 
-27592 20460 23892 23353 54808 54831 53991 
-27593 23585 23929 14224 54839 54609 24914 
-27594 23394 23964 14148 53883 54820 54171 
-27595 19641 23945 23326 54840 54781 52371 
-27596 23854 23894 22469 54841 54714 54807 
-27597 23387 23966 18694 26410 54499 53754 
-27598 20323 23894 23854 54755 54841 54842 
-27599 19603 23939 23360 54785 54400 25613 
-27600 19312 23943 23343 54843 26030 53939 
-27601 23393 23980 18716 54775 54494 54390 
-27602 14192 23942 23348 54825 54535 54029 
-27603 23680 23702 19452 54844 54596 53439 
-27604 23434 23923 20277 54754 54685 53298 
-27605 23567 23753 19430 54812 25122 54484 
-27606 23387 23945 19641 53753 54840 53746 
-27607 23524 23806 726 54345 54064 54435 
-27608 23566 23896 19781 54845 25207 54357 
-27609 23771 23943 19312 54483 54843 54706 
-27610 14255 23989 23368 29262 54800 27214 
-27611 23393 23959 19664 54389 54836 54170 
-27612 23587 23775 18657 54699 25751 54509 
-27613 23401 23962 17462 54657 54203 54185 
-27614 21950 23702 23680 54664 54844 54611 
-27615 23698 23914 19687 54846 54612 54827 
-27616 23716 23727 17158 54847 54627 53559 
-27617 23425 23960 20069 54756 54835 54236 
-27618 23586 23880 14214 54485 53570 54486 
-27619 23755 23940 19574 53756 54319 54686 
-27620 23572 23970 19319 54332 54799 51762 
-27621 20462 23930 23800 54619 54848 26326 
-27622 23527 23967 19740 54763 27699 54665 
-27623 19821 23958 23591 54798 54630 53662 
-27624 19378 23727 23716 54673 54847 54651 
-27625 19077 23982 23421 53314 54284 50638 
-27626 19651 23859 23521 54617 54819 54065 
-27627 23671 23832 19533 54697 54748 26608 
-27628 14273 23889 23520 54773 54672 27506 
-27629 23732 23803 19193 54849 54726 54729 
-27630 19834 23803 23732 29321 54849 53310 
-27631 20042 23864 23547 54145 54809 54458 
-27632 19293 23869 23548 54036 54716 54457 
-27633 19832 23902 23598 54703 54640 53553 
-27634 19172 23846 23623 25885 54730 54549 
-27635 23509 23933 19273 54832 26165 54401 
-27636 20323 23854 23622 54842 53555 54302 
-27637 19397 23896 23566 54041 54845 54481 
-27638 20124 23950 23616 54438 54394 54551 
-27639 23484 23998 19426 54654 54822 54325 
-27640 23563 23944 19956 54687 54797 53510 
-27641 19294 23929 23585 26540 54839 54516 
-27642 23672 23965 14157 29665 54625 54622 
-27643 14071 23912 23621 54151 54833 54547 
-27644 23664 23988 14240 54850 54421 26042 
-27645 23569 23995 20385 54689 54804 26864 
-27646 14291 23914 23698 54592 54846 54375 
-27647 23726 23886 14165 54838 29730 54655 
-27648 23728 23884 14012 54837 29883 54668 
-27649 23643 23981 19239 54343 54191 54577 
-27650 19248 23988 23664 29636 54850 54524 
-27651 23800 23930 14060 54848 29691 54735 
-27652 23692 23986 19287 54830 52759 54626 
-27653 23777 23955 23048 54816 54829 54811 
-27654 16907 23979 23848 54806 54851 53172 
-27655 23848 23979 19800 54851 28233 27051 
-27656 14026 23991 23785 54464 54818 54715 
-$EndElements
diff --git a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.geo b/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.geo
deleted file mode 100644
index 6cb025c7fb89523ac4b6a06bef1dd5bee40dbd9d..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.geo
+++ /dev/null
@@ -1,426 +0,0 @@
-//Fiber reinforced composite cross-section
-Geometry.AutoCoherence= 0;
-//defination of unit
-unit = 1;
-//characteristic mesh size
-cl = 0.5*unit;
-h_x = 25.000000 * unit;
-h_y = 25.000000 * unit;
-h_z = 3.000000 * unit;
-nlayers = 3;
-//defination of fibers line Loop list in zone 0
-t=-1;
-p1 = newp; Point(p1) = { 18.615482 *unit, 21.331355 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.725439 *unit, 21.331355 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.615482 *unit, 18.441312 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.505525 *unit, 21.331355 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.615482 *unit, 24.221398 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.750514 *unit, 15.465644 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.783317 *unit, 15.465644 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.750514 *unit, 12.498448 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717710 *unit, 15.465644 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.750514 *unit, 18.432841 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 12.654984 *unit, 16.695736 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 9.697005 *unit, 16.695736 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 12.654984 *unit, 13.737757 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 15.612962 *unit, 16.695736 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 12.654984 *unit, 19.653714 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 7.813580 *unit, 20.275404 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 5.101323 *unit, 20.275404 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 7.813580 *unit, 17.563147 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.525836 *unit, 20.275404 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 7.813580 *unit, 22.987660 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.751439 *unit, 5.008469 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.785679 *unit, 5.008469 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.751439 *unit, 2.042709 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717198 *unit, 5.008469 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.751439 *unit, 7.974228 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 13.935370 *unit, 9.370745 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 10.935370 *unit, 9.370745 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.935370 *unit, 6.370745 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 16.935370 *unit, 9.370745 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 13.935370 *unit, 12.370745 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 4.168333 *unit, 13.350702 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.256246 *unit, 13.350702 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 4.168333 *unit, 10.438615 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.080421 *unit, 13.350702 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 4.168333 *unit, 16.262790 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-//defination of edge points and line
-t=-1;
-lt=-1;
-mt=-1;
-BoundXt0=-1;
-BoundXt1=-1;
-BoundYt0=-1;
-BoundYt1=-1;
-p0 = newp; Point(p0) = { 0.0 , 0.0 , 0.0 , cl}; 
-mat_conP = p0;
-mat_endP = p0;
-p1 = newp; Point(p1) = { 7.173980 *unit, 2.643804 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 6.107729 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 8.240231 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.173980 *unit, 5.494522 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p1 = newp; Point(p1) = { 19.305738 *unit, -1.640826 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 16.694022 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.917454 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 19.305738 *unit, 1.443549 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p0 = newp; Point(p0) = { h_x , 0.0 , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 25.717433 *unit, -0.940744 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.766456 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 23.079509 *unit, 0.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-p1 = newp; Point(p1) = { 24.865395 *unit, 5.090865 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.951853 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 8.229877 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.723499 *unit, 5.090865 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p1 = newp; Point(p1) = { 22.968467 *unit, 11.309374 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 9.460729 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 13.158019 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 20.221721 *unit, 11.309374 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p0 = newp; Point(p0) = { h_x , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 23.927958 *unit, 25.819598 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 23.096679 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.118719 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p2};
-l1 = newreg; Line(l1) = {p2,p0};
-l2 = newreg; Line(l2) = {p0,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-p1 = newp; Point(p1) = { 10.515372 *unit, 26.161751 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 7.673643 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.357101 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.515372 *unit, 23.091720 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p1 = newp; Point(p1) = { 3.851136 *unit, 25.064382 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.002276 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 6.699996 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.851136 *unit, 22.214795 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p0 = newp; Point(p0) = { 0.0 , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { -1.748346 *unit, 23.498064 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.396944 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.535424 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l3;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-p1 = newp; Point(p1) = { 0.962189 *unit, 18.517679 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.275547 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 15.759811 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.883086 *unit, 18.517679 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-p1 = newp; Point(p1) = { 1.490531 *unit, 4.379649 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 7.088462 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 1.670836 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 4.582350 *unit, 4.379649 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-l1 = newreg; Line(l1) = {mat_conP,mat_endP};
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-lt=lt+1;
-mat_edge[lt] = l1;
-lineloop_matix = newreg;
-Line Loop(lineloop_matix) = {mat_edge[]};
-MaS=news;
-Plane Surface(MaS) = {lineloop_matix,theloop[]};
-my_fiberV[] = Extrude {0.0 , 0.0 , h_z} {Surface{thesurface[],edgsurface[]}; Layers{nlayers}; Recombine;};
-my_mtrixV[] = Extrude {0.0 , 0.0 , h_z} {Surface{MaS}; Layers{nlayers}; Recombine;};
-Physical Volume(51) ={my_mtrixV[]};
-Physical Volume(52) ={my_fiberV[]};
-outX0[] = Extrude{ 0, 0, h_z}{ Line{Bound_X0edge[]};};
-outX1[] = Extrude{ 0, 0, h_z}{ Line{Bound_X1edge[]};};
-outY0[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y0edge[]};};
-outY1[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y1edge[]};};
-Physical Surface(100) = { outX0[] };
-Physical Surface(101) = { outX1[] };
-Physical Surface(110) = { outY0[] };
-Physical Surface(111) = { outY1[] };
-Physical Surface(120) = { thesurface[],edgsurface[], MaS};
-Constrain_z[] = Translate{0, 0, h_z}{ Duplicata{ Surface{thesurface[],edgsurface[], MaS}; } };
-Physical Surface(121) = { Constrain_z[]};
-p1 = newp; Point(p1) = {0.0, 0.0, 0.0, cl};
-p2 = newp; Point(p2) = {0.0, 0.0, h_z, cl};
-p3 = newp; Point(p3) = {h_x, 0.0, 0.0, cl};
-p4 = newp; Point(p4) = {h_x, 0.0, h_z, cl};
-p5 = newp; Point(p5) = {h_x, h_y, 0.0, cl};
-p6 = newp; Point(p6) = {h_x, h_y, h_z, cl};
-p7 = newp; Point(p7) = {0.0, h_y, 0.0, cl};
-p8 = newp; Point(p8) = {0.0, h_y, h_z, cl};
-Physical Point(1)= {p1};
-Physical Point(2)= {p2};
-Physical Point(3)= {p3};
-Physical Point(4)= {p4};
-Physical Point(5)= {p5};
-Physical Point(6)= {p6};
-Physical Point(7)= {p7};
-Physical Point(8)= {p8};
-Physical Volume( 1001 ) ={ 1 };
-Physical Volume( 1002 ) ={ 2 };
-Physical Volume( 1003 ) ={ 3 };
-Physical Volume( 1004 ) ={ 4 };
-Physical Volume( 1005 ) ={ 5 };
-Physical Volume( 1006 ) ={ 6 };
-Physical Volume( 1007 ) ={ 7 };
-Physical Volume( 1008 ) ={ 8 };
-Physical Volume( 1009 ) ={ 9 };
-Physical Volume( 1010 ) ={ 10 };
-Physical Volume( 1011 ) ={ 11 };
-Physical Volume( 1012 ) ={ 12 };
-Physical Volume( 1013 ) ={ 13 };
-Physical Volume( 1014 ) ={ 14 };
-Physical Volume( 1015 ) ={ 15 };
-Physical Volume( 1016 ) ={ 16 };
-Physical Volume( 1017 ) ={ 17 };
-Physical Volume( 1018 ) ={ 18 };
-Coherence;
diff --git a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.msh b/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.msh
deleted file mode 100644
index 8ae5b5c34530f20f20fdfe1b943bbefb2a7d8649..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/Window.msh
+++ /dev/null
@@ -1,65825 +0,0 @@
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-4.1 0 8
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-17098 9351 9295 9353 9352 9296 9354 
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-17101 9271 9295 9347 9272 9296 9348 
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-17104 9279 9233 9355 9280 9234 9356 
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-17107 9215 9209 9355 9216 9210 9356 
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-17110 9349 9347 9351 9350 9348 9352 
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-17113 9347 9295 9351 9348 9296 9352 
-17114 9348 9296 9352 5014 4988 5016 
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-17116 9233 9215 9355 9234 9216 9356 
-17117 9234 9216 9356 4957 4948 5018 
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-17125 9165 9311 9375 9166 9312 9376 
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-17128 9289 9203 9357 9290 9204 9358 
-17129 9290 9204 9358 4985 4942 5019 
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-17131 9303 9181 9417 9304 9182 9418 
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-17134 9247 9349 9357 9248 9350 9358 
-17135 9248 9350 9358 4964 5015 5019 
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-17137 9203 9207 9357 9204 9208 9358 
-17138 9204 9208 9358 4942 4944 5019 
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-17140 9207 9247 9357 9208 9248 9358 
-17141 9208 9248 9358 4944 4964 5019 
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-17143 9259 9301 9359 9260 9302 9360 
-17144 9260 9302 9360 4970 4991 5020 
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-17146 9201 9251 9363 9202 9252 9364 
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-17149 9181 9305 9387 9182 9306 9388 
-17150 9182 9306 9388 4931 4993 5034 
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-17152 9279 9355 9363 9280 9356 9364 
-17153 9280 9356 9364 4980 5018 5022 
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-17155 9205 9201 9363 9206 9202 9364 
-17156 9206 9202 9364 4943 4941 5022 
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-17158 9363 9251 9365 9364 9252 9366 
-17159 9364 9252 9366 5022 4966 5023 
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-17161 9311 9259 9359 9312 9260 9360 
-17162 9312 9260 9360 4996 4970 5020 
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-17164 4866 9165 9375 4867 9166 9376 
-17165 4867 9166 9376 841 4923 5028 
-17166 204 205 1872 4864 4866 9375 
-17167 4864 4866 9375 4865 4867 9376 
-17168 4865 4867 9376 840 841 5028 
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-17170 9325 9281 9369 9326 9282 9370 
-17171 9326 9282 9370 5003 4981 5025 
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-17173 9357 9349 9361 9358 9350 9362 
-17174 9358 9350 9362 5019 5015 5021 
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-17176 9365 9251 9367 9366 9252 9368 
-17177 9366 9252 9368 5023 4966 5024 
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-17179 9355 9205 9363 9356 9206 9364 
-17180 9356 9206 9364 5018 4943 5022 
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-17182 9289 9357 9361 9290 9358 9362 
-17183 9290 9358 9362 4985 5019 5021 
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-17185 9189 9339 9407 9190 9340 9408 
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-17188 9353 9419 9421 9354 9420 9422 
-17189 9354 9420 9422 5017 5050 5051 
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-17191 9281 9279 9365 9282 9280 9366 
-17192 9282 9280 9366 4981 4980 5023 
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-17194 9349 9351 9379 9350 9352 9380 
-17195 9350 9352 9380 5015 5016 5030 
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-17197 9313 9165 9371 9314 9166 9372 
-17198 9314 9166 9372 4997 4923 5026 
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-17200 9179 9199 9383 9180 9200 9384 
-17201 9180 9200 9384 4930 4940 5032 
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-17203 9365 9367 9369 9366 9368 9370 
-17204 9366 9368 9370 5023 5024 5025 
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-17206 9353 9421 9423 9354 9422 9424 
-17207 9354 9422 9424 5017 5051 5052 
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-17209 9339 9313 9371 9340 9314 9372 
-17210 9340 9314 9372 5010 4997 5026 
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-17212 9281 9365 9369 9282 9366 9370 
-17213 9282 9366 9370 4981 5023 5025 
-17214 1877 1843 1885 9385 9317 9401 
-17215 9385 9317 9401 9386 9318 9402 
-17216 9386 9318 9402 5033 4999 5041 
-17217 1831 1839 1873 9293 9309 9377 
-17218 9293 9309 9377 9294 9310 9378 
-17219 9294 9310 9378 4987 4995 5029 
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-17221 9353 9295 9419 9354 9296 9420 
-17222 9354 9296 9420 5017 4988 5050 
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-17224 9301 9323 9439 9302 9324 9440 
-17225 9302 9324 9440 4991 5002 5060 
-17226 198 1778 1875 4852 9187 9381 
-17227 4852 9187 9381 4853 9188 9382 
-17228 4853 9188 9382 834 4934 5031 
-17229 197 198 1875 4850 4852 9381 
-17230 4850 4852 9381 4851 4853 9382 
-17231 4851 4853 9382 833 834 5031 
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-17233 9395 9383 9437 9396 9384 9438 
-17234 9396 9384 9438 5038 5032 5059 
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-17236 9361 9349 9379 9362 9350 9380 
-17237 9362 9350 9380 5021 5015 5030 
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-17239 9377 9163 9419 9378 9164 9420 
-17240 9378 9164 9420 5029 4922 5050 
-17241 1782 1768 1783 9195 9167 9197 
-17242 9195 9167 9197 9196 9168 9198 
-17243 9196 9168 9198 4938 4924 4939 
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-17245 9381 9367 9403 9382 9368 9404 
-17246 9382 9368 9404 5031 5024 5042 
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-17248 9399 9169 9411 9400 9170 9412 
-17249 9400 9170 9412 5040 4925 5046 
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-17251 9373 9301 9439 9374 9302 9440 
-17252 9374 9302 9440 5027 4991 5060 
-17253 1872 1864 1889 9375 9359 9409 
-17254 9375 9359 9409 9376 9360 9410 
-17255 9376 9360 9410 5028 5020 5045 
-17256 220 221 1877 4896 4898 9385 
-17257 4896 4898 9385 4897 4899 9386 
-17258 4897 4899 9386 856 857 5033 
-17259 221 1781 1877 4898 9193 9385 
-17260 4898 9193 9385 4899 9194 9386 
-17261 4899 9194 9386 857 4937 5033 
-17262 1834 1827 1892 9299 9285 9415 
-17263 9299 9285 9415 9300 9286 9416 
-17264 9300 9286 9416 4990 4983 5048 
-17265 1784 1829 1876 9199 9289 9383 
-17266 9199 9289 9383 9200 9290 9384 
-17267 9200 9290 9384 4940 4985 5032 
-17268 1847 1772 1904 9325 9175 9439 
-17269 9325 9175 9439 9326 9176 9440 
-17270 9326 9176 9440 5003 4928 5060 
-17271 1810 1783 1898 9251 9197 9427 
-17272 9251 9197 9427 9252 9198 9428 
-17273 9252 9198 9428 4966 4939 5054 
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-17275 9419 9163 9421 9420 9164 9422 
-17276 9420 9164 9422 5050 4922 5051 
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-17278 9293 9377 9419 9294 9378 9420 
-17279 9294 9378 9420 4987 5029 5050 
-17280 231 232 1782 4918 4920 9195 
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-17282 4919 4921 9196 867 868 4938 
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-17284 873 4886 9387 874 4887 9388 
-17285 874 4887 9388 73 851 5034 
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-17287 9179 4918 9195 9180 4919 9196 
-17288 9180 4919 9196 4930 867 4938 
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-17290 4886 9181 9387 4887 9182 9388 
-17291 4887 9182 9388 851 4931 5034 
-17292 232 1768 1782 4920 9167 9195 
-17293 4920 9167 9195 4921 9168 9196 
-17294 4921 9168 9196 868 4924 4938 
-17295 1769 11 1878 9169 873 9387 
-17296 9169 873 9387 9170 874 9388 
-17297 9170 874 9388 4925 73 5034 
-17298 1776 212 1881 9183 4880 9393 
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-17302 9187 4854 9389 9188 4855 9390 
-17303 9188 4855 9390 4934 835 5035 
-17304 211 1776 1880 4878 9183 9391 
-17305 4878 9183 9391 4879 9184 9392 
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-17307 200 1772 1879 4856 9175 9389 
-17308 4856 9175 9389 4857 9176 9390 
-17309 4857 9176 9390 836 4928 5035 
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-17311 9177 4876 9391 9178 4877 9392 
-17312 9178 4877 9392 4929 846 5036 
-17313 212 213 1881 4880 4882 9393 
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-17315 4881 4883 9394 848 849 5037 
-17316 210 211 1880 4876 4878 9391 
-17317 4876 4878 9391 4877 4879 9392 
-17318 4877 4879 9392 846 847 5036 
-17319 199 200 1879 4854 4856 9389 
-17320 4854 4856 9389 4855 4857 9390 
-17321 4855 4857 9390 835 836 5035 
-17322 228 229 1882 4912 4914 9395 
-17323 4912 4914 9395 4913 4915 9396 
-17324 4913 4915 9396 864 865 5038 
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-17326 9171 4912 9395 9172 4913 9396 
-17327 9172 4913 9396 4926 864 5038 
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-17333 4893 9174 9398 854 4927 5039 
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-17339 4885 9170 9400 850 4925 5040 
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-17344 869 4850 9403 870 4851 9404 
-17345 870 4851 9404 71 833 5042 
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-17347 9173 4894 9401 9174 4895 9402 
-17348 9174 4895 9402 4927 855 5041 
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-17350 9191 4908 9405 9192 4909 9406 
-17351 9192 4909 9406 4936 862 5043 
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-17354 4911 9172 9406 863 4926 5043 
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-17357 9372 4869 9408 5026 842 5044 
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-17359 4868 4870 9407 4869 4871 9408 
-17360 4869 4871 9408 842 843 5044 
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-17362 9167 869 9403 9168 870 9404 
-17363 9168 870 9404 4924 71 5042 
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-17365 9177 9341 9413 9178 9342 9414 
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-17368 9341 9189 9413 9342 9190 9414 
-17369 9342 9190 9414 5011 4935 5047 
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-17374 9197 9167 9427 9198 9168 9428 
-17375 9198 9168 9428 4939 4924 5054 
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-17378 4909 4911 9406 862 863 5043 
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-17380 4874 9177 9413 4875 9178 9414 
-17381 4875 9178 9414 845 4929 5047 
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-17383 9189 4872 9413 9190 4873 9414 
-17384 9190 4873 9414 4935 844 5047 
-17385 1775 216 1893 9181 4888 9417 
-17386 9181 4888 9417 9182 4889 9418 
-17387 9182 4889 9418 4931 852 5049 
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-17389 875 4904 9421 876 4905 9422 
-17390 876 4905 9422 74 860 5051 
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-17393 4905 4907 9424 860 861 5052 
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-17395 9193 4900 9425 9194 4901 9426 
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-17399 4903 9164 9426 859 4922 5053 
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-17401 9175 4858 9429 9176 4859 9430 
-17402 9176 4859 9430 4928 837 5055 
-17403 202 1777 1899 4860 9185 9429 
-17404 4860 9185 9429 4861 9186 9430 
-17405 4861 9186 9430 838 4933 5055 
-17406 203 204 1889 4862 4864 9409 
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-17408 4863 4865 9410 839 840 5045 
-17409 230 1774 1902 4916 9179 9435 
-17410 4916 9179 9435 4917 9180 9436 
-17411 4917 9180 9436 866 4930 5058 
-17412 1777 203 1889 9185 4862 9409 
-17413 9185 4862 9409 9186 4863 9410 
-17414 9186 4863 9410 4933 839 5045 
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-17416 9403 9367 9427 9404 9368 9428 
-17417 9404 9368 9428 5042 5024 5054 
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-17419 9163 9377 9425 9164 9378 9426 
-17420 9164 9378 9426 4922 5029 5053 
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-17422 4870 9189 9407 4871 9190 9408 
-17423 4871 9190 9408 843 4935 5044 
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-17425 9359 9185 9409 9360 9186 9410 
-17426 9360 9186 9410 5020 4933 5045 
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-17428 9431 9183 9433 9432 9184 9434 
-17429 9432 9184 9434 5056 4932 5057 
-17430 1838 1900 1901 9307 9431 9433 
-17431 9307 9431 9433 9308 9432 9434 
-17432 9308 9432 9434 4994 5056 5057 
-17433 1876 1829 1903 9383 9289 9437 
-17434 9383 9289 9437 9384 9290 9438 
-17435 9384 9290 9438 5032 4985 5059 
-17436 1827 1836 1892 9285 9303 9415 
-17437 9285 9303 9415 9286 9304 9416 
-17438 9286 9304 9416 4983 4992 5048 
-17439 1826 1828 1890 9283 9287 9411 
-17440 9283 9287 9411 9284 9288 9412 
-17441 9284 9288 9412 4982 4984 5046 
-17442 1854 1870 1888 9339 9371 9407 
-17443 9339 9371 9407 9340 9372 9408 
-17444 9340 9372 9408 5010 5026 5044 
-17445 1874 1780 1887 9379 9191 9405 
-17446 9379 9191 9405 9380 9192 9406 
-17447 9380 9192 9406 5030 4936 5043 
-17448 208 209 1891 4872 4874 9413 
-17449 4872 4874 9413 4873 4875 9414 
-17450 4873 4875 9414 844 845 5047 
-17451 1865 1770 1903 9361 9171 9437 
-17452 9361 9171 9437 9362 9172 9438 
-17453 9362 9172 9438 5021 4926 5059 
-17454 1873 1781 1897 9377 9193 9425 
-17455 9377 9193 9425 9378 9194 9426 
-17456 9378 9194 9426 5029 4937 5053 
-17457 1871 1772 1899 9373 9175 9429 
-17458 9373 9175 9429 9374 9176 9430 
-17459 9374 9176 9430 5027 4928 5055 
-17460 1777 1871 1899 9185 9373 9429 
-17461 9185 9373 9429 9186 9374 9430 
-17462 9186 9374 9430 4933 5027 5055 
-17463 204 1872 1889 4864 9375 9409 
-17464 4864 9375 9409 4865 9376 9410 
-17465 4865 9376 9410 840 5028 5045 
-17466 197 1875 1886 4850 9381 9403 
-17467 4850 9381 9403 4851 9382 9404 
-17468 4851 9382 9404 833 5031 5042 
-17469 216 217 1893 4888 4890 9417 
-17470 4888 4890 9417 4889 4891 9418 
-17471 4889 4891 9418 852 853 5049 
-17472 1832 1831 1894 9295 9293 9419 
-17473 9295 9293 9419 9296 9294 9420 
-17474 9296 9294 9420 4988 4987 5050 
-17475 220 1877 1885 4896 9385 9401 
-17476 4896 9385 9401 4897 9386 9402 
-17477 4897 9386 9402 856 5033 5041 
-17478 1881 213 1884 9393 4882 9399 
-17479 9393 4882 9399 9394 4883 9400 
-17480 9394 4883 9400 5037 849 5040 
-17481 1772 1871 1904 9175 9373 9439 
-17482 9175 9373 9439 9176 9374 9440 
-17483 9176 9374 9440 4928 5027 5060 
-17484 1766 12 1895 9163 875 9421 
-17485 9163 875 9421 9164 876 9422 
-17486 9164 876 9422 4922 74 5051 
-17487 225 1780 1896 4906 9191 9423 
-17488 4906 9191 9423 4907 9192 9424 
-17489 4907 9192 9424 861 4936 5052 
-17490 1838 1849 1900 9307 9329 9431 
-17491 9307 9329 9431 9308 9330 9432 
-17492 9308 9330 9432 4994 5005 5056 
-17493 222 223 1897 4900 4902 9425 
-17494 4900 4902 9425 4901 4903 9426 
-17495 4901 4903 9426 858 859 5053 
-17496 1868 1810 1898 9367 9251 9427 
-17497 9367 9251 9427 9368 9252 9428 
-17498 9368 9252 9428 5024 4966 5054 
-17499 201 202 1899 4858 4860 9429 
-17500 4858 4860 9429 4859 4861 9430 
-17501 4859 4861 9430 837 838 5055 
-17502 1774 1876 1902 9179 9383 9435 
-17503 9179 9383 9435 9180 9384 9436 
-17504 9180 9384 9436 4930 5032 5058 
-17505 1828 1838 1901 9287 9307 9433 
-17506 9287 9307 9433 9288 9308 9434 
-17507 9288 9308 9434 4984 4994 5057 
-17508 229 230 1902 4914 4916 9435 
-17509 4914 4916 9435 4915 4917 9436 
-17510 4915 4917 9436 865 866 5058 
-17511 1883 1836 1893 9397 9303 9417 
-17512 9397 9303 9417 9398 9304 9418 
-17513 9398 9304 9418 5039 4992 5049 
-17514 1846 1847 1904 9323 9325 9439 
-17515 9323 9325 9439 9324 9326 9440 
-17516 9324 9326 9440 5002 5003 5060 
-17517 217 1883 1893 4890 9397 9417 
-17518 4890 9397 9417 4891 9398 9418 
-17519 4891 9398 9418 853 5039 5049 
-17520 1836 1883 1892 9303 9397 9415 
-17521 9303 9397 9415 9304 9398 9416 
-17522 9304 9398 9416 4992 5039 5048 
-17523 1882 229 1902 9395 4914 9435 
-17524 9395 4914 9435 9396 4915 9436 
-17525 9396 4915 9436 5038 865 5058 
-17526 1829 1865 1903 9289 9361 9437 
-17527 9289 9361 9437 9290 9362 9438 
-17528 9290 9362 9438 4985 5021 5059 
-17529 1883 1771 1892 9397 9173 9415 
-17530 9397 9173 9415 9398 9174 9416 
-17531 9398 9174 9416 5039 4927 5048 
-17532 1768 1886 1898 9167 9403 9427 
-17533 9167 9403 9427 9168 9404 9428 
-17534 9168 9404 9428 4924 5042 5054 
-17535 1770 1882 1903 9171 9395 9437 
-17536 9171 9395 9437 9172 9396 9438 
-17537 9172 9396 9438 4926 5038 5059 
-17538 1776 1881 1901 9183 9393 9433 
-17539 9183 9393 9433 9184 9394 9434 
-17540 9184 9394 9434 4932 5037 5057 
-17541 1880 1776 1900 9391 9183 9431 
-17542 9391 9183 9431 9392 9184 9432 
-17543 9392 9184 9432 5036 4932 5056 
-3 4 6 768
-17544 1908 1957 1992 9447 9545 9615 
-17545 9447 9545 9615 9448 9546 9616 
-17546 9448 9546 9616 5128 5177 5212 
-17547 234 235 1989 5063 5065 9609 
-17548 5063 5065 9609 5064 5066 9610 
-17549 5064 5066 9610 878 879 5209 
-17550 1979 1985 1990 9589 9601 9611 
-17551 9589 9601 9611 9590 9602 9612 
-17552 9590 9602 9612 5199 5205 5210 
-17553 1957 1908 2005 9545 9447 9641 
-17554 9545 9447 9641 9546 9448 9642 
-17555 9546 9448 9642 5177 5128 5225 
-17556 1909 1975 1999 9449 9581 9629 
-17557 9449 9581 9629 9450 9582 9630 
-17558 9450 9582 9630 5129 5195 5219 
-17559 1999 1975 2002 9629 9581 9635 
-17560 9629 9581 9635 9630 9582 9636 
-17561 9630 9582 9636 5219 5195 5222 
-17562 1915 1958 1963 9461 9547 9557 
-17563 9461 9547 9557 9462 9548 9558 
-17564 9462 9548 9558 5135 5178 5183 
-17565 1985 1916 1990 9601 9463 9611 
-17566 9601 9463 9611 9602 9464 9612 
-17567 9602 9464 9612 5205 5136 5210 
-17568 1956 1989 2004 9543 9609 9639 
-17569 9543 9609 9639 9544 9610 9640 
-17570 9544 9610 9640 5176 5209 5224 
-17571 1958 1915 1982 9547 9461 9595 
-17572 9547 9461 9595 9548 9462 9596 
-17573 9548 9462 9596 5178 5135 5202 
-17574 1989 1911 2004 9609 9453 9639 
-17575 9609 9453 9639 9610 9454 9640 
-17576 9610 9454 9640 5209 5131 5224 
-17577 1923 1918 1995 9477 9467 9621 
-17578 9477 9467 9621 9478 9468 9622 
-17579 9478 9468 9622 5143 5138 5215 
-17580 1918 1923 2006 9467 9477 9643 
-17581 9467 9477 9643 9468 9478 9644 
-17582 9468 9478 9644 5138 5143 5226 
-17583 1992 1957 2013 9615 9545 9657 
-17584 9615 9545 9657 9616 9546 9658 
-17585 9616 9546 9658 5212 5177 5233 
-17586 1958 1982 1983 9547 9595 9597 
-17587 9547 9595 9597 9548 9596 9598 
-17588 9548 9596 9598 5178 5202 5203 
-17589 1983 1982 2010 9597 9595 9651 
-17590 9597 9595 9651 9598 9596 9652 
-17591 9598 9596 9652 5203 5202 5230 
-17592 1913 234 1989 9457 5063 9609 
-17593 9457 5063 9609 9458 5064 9610 
-17594 9458 5064 9610 5133 878 5209 
-17595 235 1911 1989 5065 9453 9609 
-17596 5065 9453 9609 5066 9454 9610 
-17597 5066 9454 9610 879 5131 5209 
-17598 1906 1962 1979 9443 9555 9589 
-17599 9443 9555 9589 9444 9556 9590 
-17600 9444 9556 9590 5126 5182 5199 
-17601 1906 1979 1990 9443 9589 9611 
-17602 9443 9589 9611 9444 9590 9612 
-17603 9444 9590 9612 5126 5199 5210 
-17604 1920 1962 2000 9471 9555 9631 
-17605 9471 9555 9631 9472 9556 9632 
-17606 9472 9556 9632 5140 5182 5220 
-17607 1962 1906 2000 9555 9443 9631 
-17608 9555 9443 9631 9556 9444 9632 
-17609 9556 9444 9632 5182 5126 5220 
-17610 1907 1973 1997 9445 9577 9625 
-17611 9445 9577 9625 9446 9578 9626 
-17612 9446 9578 9626 5127 5193 5217 
-17613 1961 1919 1986 9553 9469 9603 
-17614 9553 9469 9603 9554 9470 9604 
-17615 9554 9470 9604 5181 5139 5206 
-17616 1962 1920 2002 9555 9471 9635 
-17617 9555 9471 9635 9556 9472 9636 
-17618 9556 9472 9636 5182 5140 5222 
-17619 1993 1963 2005 9617 9557 9641 
-17620 9617 9557 9641 9618 9558 9642 
-17621 9618 9558 9642 5213 5183 5225 
-17622 1915 1963 1993 9461 9557 9617 
-17623 9461 9557 9617 9462 9558 9618 
-17624 9462 9558 9618 5135 5183 5213 
-17625 1986 1994 2001 9603 9619 9633 
-17626 9603 9619 9633 9604 9620 9634 
-17627 9604 9620 9634 5206 5214 5221 
-17628 1986 1919 1994 9603 9469 9619 
-17629 9603 9469 9619 9604 9470 9620 
-17630 9604 9470 9620 5206 5139 5214 
-17631 1919 1961 1988 9469 9553 9607 
-17632 9469 9553 9607 9470 9554 9608 
-17633 9470 9554 9608 5139 5181 5208 
-17634 1915 241 1982 9461 5077 9595 
-17635 9461 5077 9595 9462 5078 9596 
-17636 9462 5078 9596 5135 885 5202 
-17637 241 242 1982 5077 5079 9595 
-17638 5077 5079 9595 5078 5080 9596 
-17639 5078 5080 9596 885 886 5202 
-17640 2004 1991 2013 9639 9613 9657 
-17641 9639 9613 9657 9640 9614 9658 
-17642 9640 9614 9658 5224 5211 5233 
-17643 1914 1992 2013 9459 9615 9657 
-17644 9459 9615 9657 9460 9616 9658 
-17645 9460 9616 9658 5134 5212 5233 
-17646 1991 1914 2013 9613 9459 9657 
-17647 9613 9459 9657 9614 9460 9658 
-17648 9614 9460 9658 5211 5134 5233 
-17649 1997 1973 2014 9625 9577 9659 
-17650 9625 9577 9659 9626 9578 9660 
-17651 9626 9578 9660 5217 5193 5234 
-17652 1973 1907 2007 9577 9445 9645 
-17653 9577 9445 9645 9578 9446 9646 
-17654 9578 9446 9646 5193 5127 5227 
-17655 1996 1918 2006 9623 9467 9643 
-17656 9623 9467 9643 9624 9468 9644 
-17657 9624 9468 9644 5216 5138 5226 
-17658 1996 2006 2015 9623 9643 9661 
-17659 9623 9643 9661 9624 9644 9662 
-17660 9624 9644 9662 5216 5226 5235 
-17661 1956 1969 1989 9543 9569 9609 
-17662 9543 9569 9609 9544 9570 9610 
-17663 9544 9570 9610 5176 5189 5209 
-17664 1913 1969 1984 9457 9569 9599 
-17665 9457 9569 9599 9458 9570 9600 
-17666 9458 9570 9600 5133 5189 5204 
-17667 1922 1921 1984 9475 9473 9599 
-17668 9475 9473 9599 9476 9474 9600 
-17669 9476 9474 9600 5142 5141 5204 
-17670 1924 1922 1964 9479 9475 9559 
-17671 9479 9475 9559 9480 9476 9560 
-17672 9480 9476 9560 5144 5142 5184 
-17673 1954 1967 1970 9539 9565 9571 
-17674 9539 9565 9571 9540 9566 9572 
-17675 9540 9566 9572 5174 5187 5190 
-17676 1975 1909 2009 9581 9449 9649 
-17677 9581 9449 9649 9582 9450 9650 
-17678 9582 9450 9650 5195 5129 5229 
-17679 1946 1970 1972 9523 9571 9575 
-17680 9523 9571 9575 9524 9572 9576 
-17681 9524 9572 9576 5166 5190 5192 
-17682 1967 1965 1970 9565 9561 9571 
-17683 9565 9561 9571 9566 9562 9572 
-17684 9566 9562 9572 5187 5185 5190 
-17685 1946 1954 1970 9523 9539 9571 
-17686 9523 9539 9571 9524 9540 9572 
-17687 9524 9540 9572 5166 5174 5190 
-17688 1970 1929 1972 9571 9489 9575 
-17689 9571 9489 9575 9572 9490 9576 
-17690 9572 9490 9576 5190 5149 5192 
-17691 1965 1929 1970 9561 9489 9571 
-17692 9561 9489 9571 9562 9490 9572 
-17693 9562 9490 9572 5185 5149 5190 
-17694 1956 1968 1969 9543 9567 9569 
-17695 9543 9567 9569 9544 9568 9570 
-17696 9544 9568 9570 5176 5188 5189 
-17697 1926 1929 1965 9483 9489 9561 
-17698 9483 9489 9561 9484 9490 9562 
-17699 9484 9490 9562 5146 5149 5185 
-17700 1968 1945 1971 9567 9521 9573 
-17701 9567 9521 9573 9568 9522 9574 
-17702 9568 9522 9574 5188 5165 5191 
-17703 1956 1945 1968 9543 9521 9567 
-17704 9543 9521 9567 9544 9522 9568 
-17705 9544 9522 9568 5176 5165 5188 
-17706 1927 1968 1971 9485 9567 9573 
-17707 9485 9567 9573 9486 9568 9574 
-17708 9486 9568 9574 5147 5188 5191 
-17709 1938 1931 1971 9507 9493 9573 
-17710 9507 9493 9573 9508 9494 9574 
-17711 9508 9494 9574 5158 5151 5191 
-17712 1945 1938 1971 9521 9507 9573 
-17713 9521 9507 9573 9522 9508 9574 
-17714 9522 9508 9574 5165 5158 5191 
-17715 1931 1928 1971 9493 9487 9573 
-17716 9493 9487 9573 9494 9488 9574 
-17717 9494 9488 9574 5151 5148 5191 
-17718 1933 1937 1972 9497 9505 9575 
-17719 9497 9505 9575 9498 9506 9576 
-17720 9498 9506 9576 5153 5157 5192 
-17721 1937 1946 1972 9505 9523 9575 
-17722 9505 9523 9575 9506 9524 9576 
-17723 9506 9524 9576 5157 5166 5192 
-17724 1930 1933 1972 9491 9497 9575 
-17725 9491 9497 9575 9492 9498 9576 
-17726 9492 9498 9576 5150 5153 5192 
-17727 247 248 1906 5089 5091 9443 
-17728 5089 5091 9443 5090 5092 9444 
-17729 5090 5092 9444 891 892 5126 
-17730 233 234 1913 5061 5063 9457 
-17731 5061 5063 9457 5062 5064 9458 
-17732 5062 5064 9458 877 878 5133 
-17733 1960 1974 1975 9551 9579 9581 
-17734 9551 9579 9581 9552 9580 9582 
-17735 9552 9580 9582 5180 5194 5195 
-17736 235 236 1911 5065 5067 9453 
-17737 5065 5067 9453 5066 5068 9454 
-17738 5066 5068 9454 879 880 5131 
-17739 1960 1942 1974 9551 9515 9579 
-17740 9551 9515 9579 9552 9516 9580 
-17741 9552 9516 9580 5180 5162 5194 
-17742 1942 1936 1974 9515 9503 9579 
-17743 9515 9503 9579 9516 9504 9580 
-17744 9516 9504 9580 5162 5156 5194 
-17745 1944 1959 1973 9519 9549 9577 
-17746 9519 9549 9577 9520 9550 9578 
-17747 9520 9550 9578 5164 5179 5193 
-17748 1933 1936 1937 9497 9503 9505 
-17749 9497 9503 9505 9498 9504 9506 
-17750 9498 9504 9506 5153 5156 5157 
-17751 1951 1977 1978 9533 9585 9587 
-17752 9533 9585 9587 9534 9586 9588 
-17753 9534 9586 9588 5171 5197 5198 
-17754 1937 1942 1944 9505 9515 9519 
-17755 9505 9515 9519 9506 9516 9520 
-17756 9506 9516 9520 5157 5162 5164 
-17757 1946 1944 1953 9523 9519 9537 
-17758 9523 9519 9537 9524 9520 9538 
-17759 9524 9520 9538 5166 5164 5173 
-17760 245 246 1916 5085 5087 9463 
-17761 5085 5087 9463 5086 5088 9464 
-17762 5086 5088 9464 889 890 5136 
-17763 1947 1976 1977 9525 9583 9585 
-17764 9525 9583 9585 9526 9584 9586 
-17765 9526 9584 9586 5167 5196 5197 
-17766 239 240 1908 5073 5075 9447 
-17767 5073 5075 9447 5074 5076 9448 
-17768 5074 5076 9448 883 884 5128 
-17769 1974 1952 1975 9579 9535 9581 
-17770 9579 9535 9581 9580 9536 9582 
-17771 9580 9536 9582 5194 5172 5195 
-17772 1944 1942 1959 9519 9515 9549 
-17773 9519 9515 9549 9520 9516 9550 
-17774 9520 9516 9550 5164 5162 5179 
-17775 1937 1936 1942 9505 9503 9515 
-17776 9505 9503 9515 9506 9504 9516 
-17777 9506 9504 9516 5157 5156 5162 
-17778 237 238 1914 5069 5071 9459 
-17779 5069 5071 9459 5070 5072 9460 
-17780 5070 5072 9460 881 882 5134 
-17781 243 244 1910 5081 5083 9451 
-17782 5081 5083 9451 5082 5084 9452 
-17783 5082 5084 9452 887 888 5130 
-17784 1953 1944 1973 9537 9519 9577 
-17785 9537 9519 9577 9538 9520 9578 
-17786 9538 9520 9578 5173 5164 5193 
-17787 1954 1953 1961 9539 9537 9553 
-17788 9539 9537 9553 9540 9538 9554 
-17789 9540 9538 9554 5174 5173 5181 
-17790 1941 1952 1974 9513 9535 9579 
-17791 9513 9535 9579 9514 9536 9580 
-17792 9514 9536 9580 5161 5172 5194 
-17793 1937 1944 1946 9505 9519 9523 
-17794 9505 9519 9523 9506 9520 9524 
-17795 9506 9520 9524 5157 5164 5166 
-17796 1946 1953 1954 9523 9537 9539 
-17797 9523 9537 9539 9524 9538 9540 
-17798 9524 9538 9540 5166 5173 5174 
-17799 14 241 1915 911 5077 9461 
-17800 911 5077 9461 912 5078 9462 
-17801 912 5078 9462 76 885 5135 
-17802 1941 1950 1952 9513 9531 9535 
-17803 9513 9531 9535 9514 9532 9536 
-17804 9514 9532 9536 5161 5170 5172 
-17805 1933 1934 1936 9497 9499 9503 
-17806 9497 9499 9503 9498 9500 9504 
-17807 9498 9500 9504 5153 5154 5156 
-17808 1959 1942 1960 9549 9515 9551 
-17809 9549 9515 9551 9550 9516 9552 
-17810 9550 9516 9552 5179 5162 5180 
-17811 1936 1941 1974 9503 9513 9579 
-17812 9503 9513 9579 9504 9514 9580 
-17813 9504 9514 9580 5156 5161 5194 
-17814 1951 1947 1977 9533 9525 9585 
-17815 9533 9525 9585 9534 9526 9586 
-17816 9534 9526 9586 5171 5167 5197 
-17817 257 258 1919 5109 5111 9469 
-17818 5109 5111 9469 5110 5112 9470 
-17819 5110 5112 9470 901 902 5139 
-17820 259 260 1912 5113 5115 9455 
-17821 5113 5115 9455 5114 5116 9456 
-17822 5114 5116 9456 903 904 5132 
-17823 1947 1934 1976 9525 9499 9583 
-17824 9525 9499 9583 9526 9500 9584 
-17825 9526 9500 9584 5167 5154 5196 
-17826 261 262 1918 5117 5119 9467 
-17827 5117 5119 9467 5118 5120 9468 
-17828 5118 5120 9468 905 906 5138 
-17829 1934 1932 1976 9499 9495 9583 
-17830 9499 9495 9583 9500 9496 9584 
-17831 9500 9496 9584 5154 5152 5196 
-17832 263 264 1905 5121 5123 9441 
-17833 5121 5123 9441 5122 5124 9442 
-17834 5122 5124 9442 907 908 5125 
-17835 1936 1934 1941 9503 9499 9513 
-17836 9503 9499 9513 9504 9500 9514 
-17837 9504 9500 9514 5156 5154 5161 
-17838 255 256 1907 5105 5107 9445 
-17839 5105 5107 9445 5106 5108 9446 
-17840 5106 5108 9446 899 900 5127 
-17841 1943 1938 1945 9517 9507 9521 
-17842 9517 9507 9521 9518 9508 9522 
-17843 9518 9508 9522 5163 5158 5165 
-17844 1952 1950 1962 9535 9531 9555 
-17845 9535 9531 9555 9536 9532 9556 
-17846 9536 9532 9556 5172 5170 5182 
-17847 253 254 1917 5101 5103 9465 
-17848 5101 5103 9465 5102 5104 9466 
-17849 5102 5104 9466 897 898 5137 
-17850 1955 1945 1956 9541 9521 9543 
-17851 9541 9521 9543 9542 9522 9544 
-17852 9542 9522 9544 5175 5165 5176 
-17853 1977 1949 1978 9585 9529 9587 
-17854 9585 9529 9587 9586 9530 9588 
-17855 9586 9530 9588 5197 5169 5198 
-17856 1933 1932 1934 9497 9495 9499 
-17857 9497 9495 9499 9498 9496 9500 
-17858 9498 9496 9500 5153 5152 5154 
-17859 1930 1932 1933 9491 9495 9497 
-17860 9491 9495 9497 9492 9496 9498 
-17861 9492 9496 9498 5150 5152 5153 
-17862 1940 1949 1977 9511 9529 9585 
-17863 9511 9529 9585 9512 9530 9586 
-17864 9512 9530 9586 5160 5169 5197 
-17865 1943 1945 1955 9517 9521 9541 
-17866 9517 9521 9541 9518 9522 9542 
-17867 9518 9522 9542 5163 5165 5175 
-17868 1941 1947 1950 9513 9525 9531 
-17869 9513 9525 9531 9514 9526 9532 
-17870 9514 9526 9532 5161 5167 5170 
-17871 1958 1948 1963 9547 9527 9557 
-17872 9547 9527 9557 9548 9528 9558 
-17873 9548 9528 9558 5178 5168 5183 
-17874 1935 1939 1940 9501 9509 9511 
-17875 9501 9509 9511 9502 9510 9512 
-17876 9502 9510 9512 5155 5159 5160 
-17877 1940 1948 1949 9511 9527 9529 
-17878 9511 9527 9529 9512 9528 9530 
-17879 9512 9528 9530 5160 5168 5169 
-17880 1941 1934 1947 9513 9499 9525 
-17881 9513 9499 9525 9514 9500 9526 
-17882 9514 9500 9526 5161 5154 5167 
-17883 1935 1940 1976 9501 9511 9583 
-17884 9501 9511 9583 9502 9512 9584 
-17885 9502 9512 9584 5155 5160 5196 
-17886 250 251 1909 5095 5097 9449 
-17887 5095 5097 9449 5096 5098 9450 
-17888 5096 5098 9450 894 895 5129 
-17889 1976 1940 1977 9583 9511 9585 
-17890 9583 9511 9585 9584 9512 9586 
-17891 9584 9512 9586 5196 5160 5197 
-17892 1932 1935 1976 9495 9501 9583 
-17893 9495 9501 9583 9496 9502 9584 
-17894 9496 9502 9584 5152 5155 5196 
-17895 1943 1955 1957 9517 9541 9545 
-17896 9517 9541 9545 9518 9542 9546 
-17897 9518 9542 9546 5163 5175 5177 
-17898 1940 1939 1948 9511 9509 9527 
-17899 9511 9509 9527 9512 9510 9528 
-17900 9512 9510 9528 5160 5159 5168 
-17901 1949 1948 1958 9529 9527 9547 
-17902 9529 9527 9547 9530 9528 9548 
-17903 9530 9528 9548 5169 5168 5178 
-17904 1939 1938 1943 9509 9507 9517 
-17905 9509 9507 9517 9510 9508 9518 
-17906 9510 9508 9518 5159 5158 5163 
-17907 1935 1931 1938 9501 9493 9507 
-17908 9501 9493 9507 9502 9494 9508 
-17909 9502 9494 9508 5155 5151 5158 
-17910 1935 1938 1939 9501 9507 9509 
-17911 9501 9507 9509 9502 9508 9510 
-17912 9502 9508 9510 5155 5158 5159 
-17913 1950 1947 1951 9531 9525 9533 
-17914 9531 9525 9533 9532 9526 9534 
-17915 9532 9526 9534 5170 5167 5171 
-17916 1962 1950 1979 9555 9531 9589 
-17917 9555 9531 9589 9556 9532 9590 
-17918 9556 9532 9590 5182 5170 5199 
-17919 1963 1948 1980 9557 9527 9591 
-17920 9557 9527 9591 9558 9528 9592 
-17921 9558 9528 9592 5183 5168 5200 
-17922 15 249 1920 913 5093 9471 
-17923 913 5093 9471 914 5094 9472 
-17924 914 5094 9472 77 893 5140 
-17925 1943 1957 1980 9517 9545 9591 
-17926 9517 9545 9591 9518 9546 9592 
-17927 9518 9546 9592 5163 5177 5200 
-17928 1939 1943 1980 9509 9517 9591 
-17929 9509 9517 9591 9510 9518 9592 
-17930 9510 9518 9592 5159 5163 5200 
-17931 1932 1931 1935 9495 9493 9501 
-17932 9495 9493 9501 9496 9494 9502 
-17933 9496 9494 9502 5152 5151 5155 
-17934 1948 1939 1980 9527 9509 9591 
-17935 9527 9509 9591 9528 9510 9592 
-17936 9528 9510 9592 5168 5159 5200 
-17937 1950 1951 1979 9531 9533 9589 
-17938 9531 9533 9589 9532 9534 9590 
-17939 9532 9534 9590 5170 5171 5199 
-17940 1930 1931 1932 9491 9493 9495 
-17941 9491 9493 9495 9492 9494 9496 
-17942 9492 9494 9496 5150 5151 5152 
-17943 1929 1930 1972 9489 9491 9575 
-17944 9489 9491 9575 9490 9492 9576 
-17945 9490 9492 9576 5149 5150 5192 
-17946 1930 1928 1931 9491 9487 9493 
-17947 9491 9487 9493 9492 9488 9494 
-17948 9492 9488 9494 5150 5148 5151 
-17949 1929 1928 1930 9489 9487 9491 
-17950 9489 9487 9491 9490 9488 9492 
-17951 9490 9488 9492 5149 5148 5150 
-17952 1968 1964 1969 9567 9559 9569 
-17953 9567 9559 9569 9568 9560 9570 
-17954 9568 9560 9570 5188 5184 5189 
-17955 1966 1965 1967 9563 9561 9565 
-17956 9563 9561 9565 9564 9562 9566 
-17957 9564 9562 9566 5186 5185 5187 
-17958 1926 1928 1929 9483 9487 9489 
-17959 9483 9487 9489 9484 9488 9490 
-17960 9484 9488 9490 5146 5148 5149 
-17961 1928 1927 1971 9487 9485 9573 
-17962 9487 9485 9573 9488 9486 9574 
-17963 9488 9486 9574 5148 5147 5191 
-17964 1927 1964 1968 9485 9559 9567 
-17965 9485 9559 9567 9486 9560 9568 
-17966 9486 9560 9568 5147 5184 5188 
-17967 1925 1965 1966 9481 9561 9563 
-17968 9481 9561 9563 9482 9562 9564 
-17969 9482 9562 9564 5145 5185 5186 
-17970 1927 1924 1964 9485 9479 9559 
-17971 9485 9479 9559 9486 9480 9560 
-17972 9486 9480 9560 5147 5144 5184 
-17973 1926 1927 1928 9483 9485 9487 
-17974 9483 9485 9487 9484 9486 9488 
-17975 9484 9486 9488 5146 5147 5148 
-17976 1925 1926 1965 9481 9483 9561 
-17977 9481 9483 9561 9482 9484 9562 
-17978 9482 9484 9562 5145 5146 5185 
-17979 1926 1924 1927 9483 9479 9485 
-17980 9483 9479 9485 9484 9480 9486 
-17981 9484 9480 9486 5146 5144 5147 
-17982 1925 1924 1926 9481 9479 9483 
-17983 9481 9479 9483 9482 9480 9484 
-17984 9482 9480 9484 5145 5144 5146 
-17985 1923 1924 1925 9477 9479 9481 
-17986 9477 9479 9481 9478 9480 9482 
-17987 9478 9480 9482 5143 5144 5145 
-17988 1959 1960 1981 9549 9551 9593 
-17989 9549 9551 9593 9550 9552 9594 
-17990 9550 9552 9594 5179 5180 5201 
-17991 1910 1983 2010 9451 9597 9651 
-17992 9451 9597 9651 9452 9598 9652 
-17993 9452 9598 9652 5130 5203 5230 
-17994 1923 1922 1924 9477 9475 9479 
-17995 9477 9475 9479 9478 9476 9480 
-17996 9478 9476 9480 5143 5142 5144 
-17997 1988 1961 2003 9607 9553 9637 
-17998 9607 9553 9637 9608 9554 9638 
-17999 9608 9554 9638 5208 5181 5223 
-18000 1978 1949 1983 9587 9529 9597 
-18001 9587 9529 9597 9588 9530 9598 
-18002 9588 9530 9598 5198 5169 5203 
-18003 1969 1964 1984 9569 9559 9599 
-18004 9569 9559 9599 9570 9560 9600 
-18005 9570 9560 9600 5189 5184 5204 
-18006 1949 1958 1983 9529 9547 9597 
-18007 9529 9547 9597 9530 9548 9598 
-18008 9530 9548 9598 5169 5178 5203 
-18009 2003 1961 2007 9637 9553 9645 
-18010 9637 9553 9645 9638 9554 9646 
-18011 9638 9554 9646 5223 5181 5227 
-18012 1905 1922 1923 9441 9475 9477 
-18013 9441 9475 9477 9442 9476 9478 
-18014 9442 9476 9478 5125 5142 5143 
-18015 1979 1951 1985 9589 9533 9601 
-18016 9589 9533 9601 9590 9534 9602 
-18017 9590 9534 9602 5199 5171 5205 
-18018 1916 1985 1987 9463 9601 9605 
-18019 9463 9601 9605 9464 9602 9606 
-18020 9464 9602 9606 5136 5205 5207 
-18021 1954 1961 1986 9539 9553 9603 
-18022 9539 9553 9603 9540 9554 9604 
-18023 9540 9554 9604 5174 5181 5206 
-18024 1978 1983 1987 9587 9597 9605 
-18025 9587 9597 9605 9588 9598 9606 
-18026 9588 9598 9606 5198 5203 5207 
-18027 1964 1922 1984 9559 9475 9599 
-18028 9559 9475 9599 9560 9476 9600 
-18029 9560 9476 9600 5184 5142 5204 
-18030 1983 1910 1987 9597 9451 9605 
-18031 9597 9451 9605 9598 9452 9606 
-18032 9598 9452 9606 5203 5130 5207 
-18033 1905 1923 1995 9441 9477 9621 
-18034 9441 9477 9621 9442 9478 9622 
-18035 9442 9478 9622 5125 5143 5215 
-18036 1966 1967 2001 9563 9565 9633 
-18037 9563 9565 9633 9564 9566 9634 
-18038 9564 9566 9634 5186 5187 5221 
-18039 1952 1962 2002 9535 9555 9635 
-18040 9535 9555 9635 9536 9556 9636 
-18041 9536 9556 9636 5172 5182 5222 
-18042 1980 1957 2005 9591 9545 9641 
-18043 9591 9545 9641 9592 9546 9642 
-18044 9592 9546 9642 5200 5177 5225 
-18045 1951 1978 1985 9533 9587 9601 
-18046 9533 9587 9601 9534 9588 9602 
-18047 9534 9588 9602 5171 5198 5205 
-18048 1923 1925 2006 9477 9481 9643 
-18049 9477 9481 9643 9478 9482 9644 
-18050 9478 9482 9644 5143 5145 5226 
-18051 1953 1973 2007 9537 9577 9645 
-18052 9537 9577 9645 9538 9578 9646 
-18053 9538 9578 9646 5173 5193 5227 
-18054 1908 1993 2005 9447 9617 9641 
-18055 9447 9617 9641 9448 9618 9642 
-18056 9448 9618 9642 5128 5213 5225 
-18057 1967 1954 1986 9565 9539 9603 
-18058 9565 9539 9603 9566 9540 9604 
-18059 9566 9540 9604 5187 5174 5206 
-18060 1981 1917 2014 9593 9465 9659 
-18061 9593 9465 9659 9594 9466 9660 
-18062 9594 9466 9660 5201 5137 5234 
-18063 1959 1981 2014 9549 9593 9659 
-18064 9549 9593 9659 9550 9594 9660 
-18065 9550 9594 9660 5179 5201 5234 
-18066 1916 1987 2008 9463 9605 9647 
-18067 9463 9605 9647 9464 9606 9648 
-18068 9464 9606 9648 5136 5207 5228 
-18069 1969 1913 1989 9569 9457 9609 
-18070 9569 9457 9609 9570 9458 9610 
-18071 9570 9458 9610 5189 5133 5209 
-18072 16 257 1988 915 5109 9607 
-18073 915 5109 9607 916 5110 9608 
-18074 916 5110 9608 78 901 5208 
-18075 257 1919 1988 5109 9469 9607 
-18076 5109 9469 9607 5110 9470 9608 
-18077 5110 9470 9608 901 5139 5208 
-18078 1984 1921 2011 9599 9473 9653 
-18079 9599 9473 9653 9600 9474 9654 
-18080 9600 9474 9654 5204 5141 5231 
-18081 1905 1921 1922 9441 9473 9475 
-18082 9441 9473 9475 9442 9474 9476 
-18083 9442 9474 9476 5125 5141 5142 
-18084 1920 1999 2002 9471 9629 9635 
-18085 9471 9629 9635 9472 9630 9636 
-18086 9472 9630 9636 5140 5219 5222 
-18087 1955 1956 2004 9541 9543 9639 
-18088 9541 9543 9639 9542 9544 9640 
-18089 9542 9544 9640 5175 5176 5224 
-18090 1998 1981 2009 9627 9593 9649 
-18091 9627 9593 9649 9628 9594 9650 
-18092 9628 9594 9650 5218 5201 5229 
-18093 1981 1960 2009 9593 9551 9649 
-18094 9593 9551 9649 9594 9552 9650 
-18095 9594 9552 9650 5201 5180 5229 
-18096 264 13 1921 5123 909 9473 
-18097 5123 909 9473 5124 910 9474 
-18098 5124 910 9474 908 75 5141 
-18099 1905 264 1921 9441 5123 9473 
-18100 9441 5123 9473 9442 5124 9474 
-18101 9442 5124 9474 5125 908 5141 
-18102 248 15 2000 5091 913 9631 
-18103 5091 913 9631 5092 914 9632 
-18104 5092 914 9632 892 77 5220 
-18105 1906 248 2000 9443 5091 9631 
-18106 9443 5091 9631 9444 5092 9632 
-18107 9444 5092 9632 5126 892 5220 
-18108 1916 246 1990 9463 5087 9611 
-18109 9463 5087 9611 9464 5088 9612 
-18110 9464 5088 9612 5136 890 5210 
-18111 1911 236 1991 9453 5067 9613 
-18112 9453 5067 9613 9454 5068 9614 
-18113 9454 5068 9614 5131 880 5211 
-18114 239 1908 1992 5073 9447 9615 
-18115 5073 9447 9615 5074 9448 9616 
-18116 5074 9448 9616 883 5128 5212 
-18117 237 1914 1991 5069 9459 9613 
-18118 5069 9459 9613 5070 9460 9614 
-18119 5070 9460 9614 881 5134 5211 
-18120 1908 240 1993 9447 5075 9617 
-18121 9447 5075 9617 9448 5076 9618 
-18122 9448 5076 9618 5128 884 5213 
-18123 247 1906 1990 5089 9443 9611 
-18124 5089 9443 9611 5090 9444 9612 
-18125 5090 9444 9612 891 5126 5210 
-18126 1914 238 1992 9459 5071 9615 
-18127 9459 5071 9615 9460 5072 9616 
-18128 9460 5072 9616 5134 882 5212 
-18129 246 247 1990 5087 5089 9611 
-18130 5087 5089 9611 5088 5090 9612 
-18131 5088 5090 9612 890 891 5210 
-18132 14 1915 1993 911 9461 9617 
-18133 911 9461 9617 912 9462 9618 
-18134 912 9462 9618 76 5135 5213 
-18135 236 237 1991 5067 5069 9613 
-18136 5067 5069 9613 5068 5070 9614 
-18137 5068 5070 9614 880 881 5211 
-18138 238 239 1992 5071 5073 9615 
-18139 5071 5073 9615 5072 5074 9616 
-18140 5072 5074 9616 882 883 5212 
-18141 240 14 1993 5075 911 9617 
-18142 5075 911 9617 5076 912 9618 
-18143 5076 912 9618 884 76 5213 
-18144 260 261 1996 5115 5117 9623 
-18145 5115 5117 9623 5116 5118 9624 
-18146 5116 5118 9624 904 905 5216 
-18147 259 1912 1994 5113 9455 9619 
-18148 5113 9455 9619 5114 9456 9620 
-18149 5114 9456 9620 903 5132 5214 
-18150 1912 260 1996 9455 5115 9623 
-18151 9455 5115 9623 9456 5116 9624 
-18152 9456 5116 9624 5132 904 5216 
-18153 258 259 1994 5111 5113 9619 
-18154 5111 5113 9619 5112 5114 9620 
-18155 5112 5114 9620 902 903 5214 
-18156 1919 258 1994 9469 5111 9619 
-18157 9469 5111 9619 9470 5112 9620 
-18158 9470 5112 9620 5139 902 5214 
-18159 1918 262 1995 9467 5119 9621 
-18160 9467 5119 9621 9468 5120 9622 
-18161 9468 5120 9622 5138 906 5215 
-18162 262 263 1995 5119 5121 9621 
-18163 5119 5121 9621 5120 5122 9622 
-18164 5120 5122 9622 906 907 5215 
-18165 263 1905 1995 5121 9441 9621 
-18166 5121 9441 9621 5122 9442 9622 
-18167 5122 9442 9622 907 5125 5215 
-18168 254 255 1997 5103 5105 9625 
-18169 5103 5105 9625 5104 5106 9626 
-18170 5104 5106 9626 898 899 5217 
-18171 261 1918 1996 5117 9467 9623 
-18172 5117 9467 9623 5118 9468 9624 
-18173 5118 9468 9624 905 5138 5216 
-18174 255 1907 1997 5105 9445 9625 
-18175 5105 9445 9625 5106 9446 9626 
-18176 5106 9446 9626 899 5127 5217 
-18177 1917 254 1997 9465 5103 9625 
-18178 9465 5103 9625 9466 5104 9626 
-18179 9466 5104 9626 5137 898 5217 
-18180 251 252 1998 5097 5099 9627 
-18181 5097 5099 9627 5098 5100 9628 
-18182 5098 5100 9628 895 896 5218 
-18183 249 250 1999 5093 5095 9629 
-18184 5093 5095 9629 5094 5096 9630 
-18185 5094 5096 9630 893 894 5219 
-18186 1909 251 1998 9449 5097 9627 
-18187 9449 5097 9627 9450 5098 9628 
-18188 9450 5098 9628 5129 895 5218 
-18189 250 1909 1999 5095 9449 9629 
-18190 5095 9449 9629 5096 9450 9630 
-18191 5096 9450 9630 894 5129 5219 
-18192 1920 249 1999 9471 5093 9629 
-18193 9471 5093 9629 9472 5094 9630 
-18194 9472 5094 9630 5140 893 5219 
-18195 15 1920 2000 913 9471 9631 
-18196 913 9471 9631 914 9472 9632 
-18197 914 9472 9632 77 5140 5220 
-18198 256 16 2003 5107 915 9637 
-18199 5107 915 9637 5108 916 9638 
-18200 5108 916 9638 900 78 5223 
-18201 1975 1952 2002 9581 9535 9635 
-18202 9581 9535 9635 9582 9536 9636 
-18203 9582 9536 9636 5195 5172 5222 
-18204 245 1916 2008 5085 9463 9647 
-18205 5085 9463 9647 5086 9464 9648 
-18206 5086 9464 9648 889 5136 5228 
-18207 1910 244 2008 9451 5083 9647 
-18208 9451 5083 9647 9452 5084 9648 
-18209 9452 5084 9648 5130 888 5228 
-18210 1907 256 2003 9445 5107 9637 
-18211 9445 5107 9637 9446 5108 9638 
-18212 9446 5108 9638 5127 900 5223 
-18213 242 243 2010 5079 5081 9651 
-18214 5079 5081 9651 5080 5082 9652 
-18215 5080 5082 9652 886 887 5230 
-18216 1960 1975 2009 9551 9581 9649 
-18217 9551 9581 9649 9552 9582 9650 
-18218 9552 9582 9650 5180 5195 5229 
-18219 233 1913 2011 5061 9457 9653 
-18220 5061 9457 9653 5062 9458 9654 
-18221 5062 9458 9654 877 5133 5231 
-18222 1985 1978 1987 9601 9587 9605 
-18223 9601 9587 9605 9602 9588 9606 
-18224 9602 9588 9606 5205 5198 5207 
-18225 1982 242 2010 9595 5079 9651 
-18226 9595 5079 9651 9596 5080 9652 
-18227 9596 5080 9652 5202 886 5230 
-18228 1963 1980 2005 9557 9591 9641 
-18229 9557 9591 9641 9558 9592 9642 
-18230 9558 9592 9642 5183 5200 5225 
-18231 253 1917 2012 5101 9465 9655 
-18232 5101 9465 9655 5102 9466 9656 
-18233 5102 9466 9656 897 5137 5232 
-18234 1917 1981 2012 9465 9593 9655 
-18235 9465 9593 9655 9466 9594 9656 
-18236 9466 9594 9656 5137 5201 5232 
-18237 1966 2001 2015 9563 9633 9661 
-18238 9563 9633 9661 9564 9634 9662 
-18239 9564 9634 9662 5186 5221 5235 
-18240 1981 1998 2012 9593 9627 9655 
-18241 9593 9627 9655 9594 9628 9656 
-18242 9594 9628 9656 5201 5218 5232 
-18243 1994 1912 2001 9619 9455 9633 
-18244 9619 9455 9633 9620 9456 9634 
-18245 9620 9456 9634 5214 5132 5221 
-18246 1925 1966 2006 9481 9563 9643 
-18247 9481 9563 9643 9482 9564 9644 
-18248 9482 9564 9644 5145 5186 5226 
-18249 1961 1953 2007 9553 9537 9645 
-18250 9553 9537 9645 9554 9538 9646 
-18251 9554 9538 9646 5181 5173 5227 
-18252 1913 1984 2011 9457 9599 9653 
-18253 9457 9599 9653 9458 9600 9654 
-18254 9458 9600 9654 5133 5204 5231 
-18255 244 245 2008 5083 5085 9647 
-18256 5083 5085 9647 5084 5086 9648 
-18257 5084 5086 9648 888 889 5228 
-18258 243 1910 2010 5081 9451 9651 
-18259 5081 9451 9651 5082 9452 9652 
-18260 5082 9452 9652 887 5130 5230 
-18261 1967 1986 2001 9565 9603 9633 
-18262 9565 9603 9633 9566 9604 9634 
-18263 9566 9604 9634 5187 5206 5221 
-18264 1917 1997 2014 9465 9625 9659 
-18265 9465 9625 9659 9466 9626 9660 
-18266 9466 9626 9660 5137 5217 5234 
-18267 13 233 2011 909 5061 9653 
-18268 909 5061 9653 910 5062 9654 
-18269 910 5062 9654 75 877 5231 
-18270 252 253 2012 5099 5101 9655 
-18271 5099 5101 9655 5100 5102 9656 
-18272 5100 5102 9656 896 897 5232 
-18273 16 1988 2003 915 9607 9637 
-18274 915 9607 9637 916 9608 9638 
-18275 916 9608 9638 78 5208 5223 
-18276 1957 1955 2013 9545 9541 9657 
-18277 9545 9541 9657 9546 9542 9658 
-18278 9546 9542 9658 5177 5175 5233 
-18279 1987 1910 2008 9605 9451 9647 
-18280 9605 9451 9647 9606 9452 9648 
-18281 9606 9452 9648 5207 5130 5228 
-18282 1973 1959 2014 9577 9549 9659 
-18283 9577 9549 9659 9578 9550 9660 
-18284 9578 9550 9660 5193 5179 5234 
-18285 1955 2004 2013 9541 9639 9657 
-18286 9541 9639 9657 9542 9640 9658 
-18287 9542 9640 9658 5175 5224 5233 
-18288 1911 1991 2004 9453 9613 9639 
-18289 9453 9613 9639 9454 9614 9640 
-18290 9454 9614 9640 5131 5211 5224 
-18291 1921 13 2011 9473 909 9653 
-18292 9473 909 9653 9474 910 9654 
-18293 9474 910 9654 5141 75 5231 
-18294 1998 252 2012 9627 5099 9655 
-18295 9627 5099 9655 9628 5100 9656 
-18296 9628 5100 9656 5218 896 5232 
-18297 2001 1912 2015 9633 9455 9661 
-18298 9633 9455 9661 9634 9456 9662 
-18299 9634 9456 9662 5221 5132 5235 
-18300 1907 2003 2007 9445 9637 9645 
-18301 9445 9637 9645 9446 9638 9646 
-18302 9446 9638 9646 5127 5223 5227 
-18303 2006 1966 2015 9643 9563 9661 
-18304 9643 9563 9661 9644 9564 9662 
-18305 9644 9564 9662 5226 5186 5235 
-18306 1909 1998 2009 9449 9627 9649 
-18307 9449 9627 9649 9450 9628 9650 
-18308 9450 9628 9650 5129 5218 5229 
-18309 1912 1996 2015 9455 9623 9661 
-18310 9455 9623 9661 9456 9624 9662 
-18311 9456 9624 9662 5132 5216 5235 
-3 5 6 942
-18312 2087 2028 2088 9805 9687 9807 
-18313 9805 9687 9807 9806 9688 9808 
-18314 9806 9688 9808 5379 5320 5380 
-18315 2091 2092 2117 9813 9815 9865 
-18316 9813 9815 9865 9814 9816 9866 
-18317 9814 9816 9866 5383 5384 5409 
-18318 270 271 2125 5246 5248 9881 
-18319 5246 5248 9881 5247 5249 9882 
-18320 5247 5249 9882 922 923 5417 
-18321 2088 2028 2096 9807 9687 9823 
-18322 9807 9687 9823 9808 9688 9824 
-18323 9808 9688 9824 5380 5320 5388 
-18324 297 298 2126 5300 5302 9883 
-18325 5300 5302 9883 5301 5303 9884 
-18326 5301 5303 9884 949 950 5418 
-18327 2016 2091 2117 9663 9813 9865 
-18328 9663 9813 9865 9664 9814 9866 
-18329 9664 9814 9866 5308 5383 5409 
-18330 2024 2084 2085 9679 9799 9801 
-18331 9679 9799 9801 9680 9800 9802 
-18332 9680 9800 9802 5316 5376 5377 
-18333 2129 2080 2147 9889 9791 9925 
-18334 9889 9791 9925 9890 9792 9926 
-18335 9890 9792 9926 5421 5372 5439 
-18336 2108 2118 2136 9847 9867 9903 
-18337 9847 9867 9903 9848 9868 9904 
-18338 9848 9868 9904 5400 5410 5428 
-18339 2115 2080 2129 9861 9791 9889 
-18340 9861 9791 9889 9862 9792 9890 
-18341 9862 9792 9890 5407 5372 5421 
-18342 2025 2129 2147 9681 9889 9925 
-18343 9681 9889 9925 9682 9890 9926 
-18344 9682 9890 9926 5317 5421 5439 
-18345 2093 2030 2099 9817 9691 9829 
-18346 9817 9691 9829 9818 9692 9830 
-18347 9818 9692 9830 5385 5322 5391 
-18348 2119 2123 2128 9869 9877 9887 
-18349 9869 9877 9887 9870 9878 9888 
-18350 9870 9878 9888 5411 5415 5420 
-18351 2126 2103 2143 9883 9837 9917 
-18352 9883 9837 9917 9884 9838 9918 
-18353 9884 9838 9918 5418 5395 5435 
-18354 2099 2030 2117 9829 9691 9865 
-18355 9829 9691 9865 9830 9692 9866 
-18356 9830 9692 9866 5391 5322 5409 
-18357 2091 2016 2131 9813 9663 9893 
-18358 9813 9663 9893 9814 9664 9894 
-18359 9814 9664 9894 5383 5308 5423 
-18360 2018 2126 2143 9667 9883 9917 
-18361 9667 9883 9917 9668 9884 9918 
-18362 9668 9884 9918 5310 5418 5435 
-18363 2132 2090 2152 9895 9811 9935 
-18364 9895 9811 9935 9896 9812 9936 
-18365 9896 9812 9936 5424 5382 5444 
-18366 2091 2131 2151 9813 9893 9933 
-18367 9813 9893 9933 9814 9894 9934 
-18368 9814 9894 9934 5383 5423 5443 
-18369 2118 2023 2136 9867 9677 9903 
-18370 9867 9677 9903 9868 9678 9904 
-18371 9868 9678 9904 5410 5315 5428 
-18372 2092 2099 2117 9815 9829 9865 
-18373 9815 9829 9865 9816 9830 9866 
-18374 9816 9830 9866 5384 5391 5409 
-18375 2133 2132 2152 9897 9895 9935 
-18376 9897 9895 9935 9898 9896 9936 
-18377 9898 9896 9936 5425 5424 5444 
-18378 2074 2119 2121 9779 9869 9873 
-18379 9779 9869 9873 9780 9870 9874 
-18380 9780 9870 9874 5366 5411 5413 
-18381 2017 270 2125 9665 5246 9881 
-18382 9665 5246 9881 9666 5247 9882 
-18383 9666 5247 9882 5309 922 5417 
-18384 271 2028 2125 5248 9687 9881 
-18385 5248 9687 9881 5249 9688 9882 
-18386 5249 9688 9882 923 5320 5417 
-18387 2018 297 2126 9667 5300 9883 
-18388 9667 5300 9883 9668 5301 9884 
-18389 9668 5301 9884 5310 949 5418 
-18390 2123 2027 2128 9877 9685 9887 
-18391 9877 9685 9887 9878 9686 9888 
-18392 9878 9686 9888 5415 5319 5420 
-18393 2084 2024 2118 9799 9679 9867 
-18394 9799 9679 9867 9800 9680 9868 
-18395 9800 9680 9868 5376 5316 5410 
-18396 298 2124 2126 5302 9879 9883 
-18397 5302 9879 9883 5303 9880 9884 
-18398 5303 9880 9884 950 5416 5418 
-18399 2088 2096 2120 9807 9823 9871 
-18400 9807 9823 9871 9808 9824 9872 
-18401 9808 9824 9872 5380 5388 5412 
-18402 2120 2096 2142 9871 9823 9915 
-18403 9871 9823 9915 9872 9824 9916 
-18404 9872 9824 9916 5412 5388 5434 
-18405 2090 2132 2138 9811 9895 9907 
-18406 9811 9895 9907 9812 9896 9908 
-18407 9812 9896 9908 5382 5424 5430 
-18408 2031 2083 2148 9693 9797 9927 
-18409 9693 9797 9927 9694 9798 9928 
-18410 9694 9798 9928 5323 5375 5440 
-18411 2083 2031 2141 9797 9693 9913 
-18412 9797 9693 9913 9798 9694 9914 
-18413 9798 9694 9914 5375 5323 5433 
-18414 2119 2019 2121 9869 9669 9873 
-18415 9869 9669 9873 9870 9670 9874 
-18416 9870 9670 9874 5411 5311 5413 
-18417 2024 2085 2124 9679 9801 9879 
-18418 9679 9801 9879 9680 9802 9880 
-18419 9680 9802 9880 5316 5377 5416 
-18420 2086 2027 2123 9803 9685 9877 
-18421 9803 9685 9877 9804 9686 9878 
-18422 9804 9686 9878 5378 5319 5415 
-18423 2028 272 2096 9687 5250 9823 
-18424 9687 5250 9823 9688 5251 9824 
-18425 9688 5251 9824 5320 924 5388 
-18426 272 273 2096 5250 5252 9823 
-18427 5250 5252 9823 5251 5253 9824 
-18428 5251 5253 9824 924 925 5388 
-18429 2026 2097 2098 9683 9825 9827 
-18430 9683 9825 9827 9684 9826 9828 
-18431 9684 9826 9828 5318 5389 5390 
-18432 2028 2087 2125 9687 9805 9881 
-18433 9687 9805 9881 9688 9806 9882 
-18434 9688 9806 9882 5320 5379 5417 
-18435 2098 2074 2121 9827 9779 9873 
-18436 9827 9779 9873 9828 9780 9874 
-18437 9828 9780 9874 5390 5366 5413 
-18438 2134 2148 2153 9899 9927 9937 
-18439 9899 9927 9937 9900 9928 9938 
-18440 9900 9928 9938 5426 5440 5445 
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-18925 9903 9885 9925 9904 9886 9926 
-18926 9904 9886 9926 5428 5419 5439 
-18927 2019 2119 2128 9669 9869 9887 
-18928 9669 9869 9887 9670 9870 9888 
-18929 9670 9870 9888 5311 5411 5420 
-18930 2071 2086 2123 9773 9803 9877 
-18931 9773 9803 9877 9774 9804 9878 
-18932 9774 9804 9878 5363 5378 5415 
-18933 2132 2022 2138 9895 9675 9907 
-18934 9895 9675 9907 9896 9676 9908 
-18935 9896 9676 9908 5424 5314 5430 
-18936 2127 2025 2147 9885 9681 9925 
-18937 9885 9681 9925 9886 9682 9926 
-18938 9886 9682 9926 5419 5317 5439 
-18939 2074 2072 2119 9779 9775 9869 
-18940 9779 9775 9869 9780 9776 9870 
-18941 9780 9776 9870 5366 5364 5411 
-18942 2085 2103 2126 9801 9837 9883 
-18943 9801 9837 9883 9802 9838 9884 
-18944 9802 9838 9884 5377 5395 5418 
-18945 2113 2088 2120 9857 9807 9871 
-18946 9857 9807 9871 9858 9808 9872 
-18947 9858 9808 9872 5405 5380 5412 
-18948 2082 2106 2138 9795 9843 9907 
-18949 9795 9843 9907 9796 9844 9908 
-18950 9796 9844 9908 5374 5398 5430 
-18951 2077 2108 2136 9785 9847 9903 
-18952 9785 9847 9903 9786 9848 9904 
-18953 9786 9848 9904 5369 5400 5428 
-18954 298 299 2124 5302 5304 9879 
-18955 5302 5304 9879 5303 5305 9880 
-18956 5303 5305 9880 950 951 5416 
-18957 299 2024 2124 5304 9679 9879 
-18958 5304 9679 9879 5305 9680 9880 
-18959 5305 9680 9880 951 5316 5416 
-18960 2087 2094 2125 9805 9819 9881 
-18961 9805 9819 9881 9806 9820 9882 
-18962 9806 9820 9882 5379 5386 5417 
-18963 2119 2072 2123 9869 9775 9877 
-18964 9869 9775 9877 9870 9776 9878 
-18965 9870 9776 9878 5411 5364 5415 
-18966 2103 2079 2143 9837 9789 9917 
-18967 9837 9789 9917 9838 9790 9918 
-18968 9838 9790 9918 5395 5371 5435 
-18969 2034 2021 2122 9699 9673 9875 
-18970 9699 9673 9875 9700 9674 9876 
-18971 9700 9674 9876 5326 5313 5414 
-18972 2083 2078 2148 9797 9787 9927 
-18973 9797 9787 9927 9798 9788 9928 
-18974 9798 9788 9928 5375 5370 5440 
-18975 2072 2071 2123 9775 9773 9877 
-18976 9775 9773 9877 9776 9774 9878 
-18977 9776 9774 9878 5364 5363 5415 
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-18979 9665 9861 9909 9666 9862 9910 
-18980 9666 9862 9910 5309 5407 5431 
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-18982 9695 9673 9697 9696 9674 9698 
-18983 9696 9674 9698 5324 5313 5325 
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-18985 9819 9665 9881 9820 9666 9882 
-18986 9820 9666 9882 5386 5309 5417 
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-18988 9671 9871 9915 9672 9872 9916 
-18989 9672 9872 9916 5312 5412 5434 
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-18991 9695 9825 9921 9696 9826 9922 
-18992 9696 9826 9922 5324 5389 5437 
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-18994 9691 9817 9911 9692 9818 9912 
-18995 9692 9818 9912 5322 5385 5432 
-18996 2086 2130 2137 9803 9891 9905 
-18997 9803 9891 9905 9804 9892 9906 
-18998 9804 9892 9906 5378 5422 5429 
-18999 282 19 2032 5270 957 9695 
-19000 5270 957 9695 5271 958 9696 
-19001 5271 958 9696 934 81 5324 
-19002 19 2021 2032 957 9673 9695 
-19003 957 9673 9695 958 9674 9696 
-19004 958 9674 9696 81 5313 5324 
-19005 266 2025 2127 5238 9681 9885 
-19006 5238 9681 9885 5239 9682 9886 
-19007 5239 9682 9886 918 5317 5419 
-19008 278 2019 2128 5262 9669 9887 
-19009 5262 9669 9887 5263 9670 9888 
-19010 5263 9670 9888 930 5311 5420 
-19011 2025 267 2129 9681 5240 9889 
-19012 9681 5240 9889 9682 5241 9890 
-19013 9682 5241 9890 5317 919 5421 
-19014 2027 277 2128 9685 5260 9887 
-19015 9685 5260 9887 9686 5261 9888 
-19016 9686 5261 9888 5319 929 5420 
-19017 265 266 2127 5236 5238 9885 
-19018 5236 5238 9885 5237 5239 9886 
-19019 5237 5239 9886 917 918 5419 
-19020 277 278 2128 5260 5262 9887 
-19021 5260 5262 9887 5261 5263 9888 
-19022 5261 5263 9888 929 930 5420 
-19023 2023 265 2127 9677 5236 9885 
-19024 9677 5236 9885 9678 5237 9886 
-19025 9678 5237 9886 5315 917 5419 
-19026 267 268 2129 5240 5242 9889 
-19027 5240 5242 9889 5241 5243 9890 
-19028 5241 5243 9890 919 920 5421 
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-19030 9671 5254 9891 9672 5255 9892 
-19031 9672 5255 9892 5312 926 5422 
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-19033 5282 5284 9893 5283 5285 9894 
-19034 5283 5285 9894 940 941 5423 
-19035 274 275 2130 5254 5256 9891 
-19036 5254 5256 9891 5255 5257 9892 
-19037 5255 5257 9892 926 927 5422 
-19038 2016 288 2131 9663 5282 9893 
-19039 9663 5282 9893 9664 5283 9894 
-19040 9664 5283 9894 5308 940 5423 
-19041 290 291 2133 5286 5288 9897 
-19042 5286 5288 9897 5287 5289 9898 
-19043 5287 5289 9898 942 943 5425 
-19044 289 2029 2131 5284 9689 9893 
-19045 5284 9689 9893 5285 9690 9894 
-19046 5285 9690 9894 941 5321 5423 
-19047 292 293 2134 5290 5292 9899 
-19048 5290 5292 9899 5291 5293 9900 
-19049 5291 5293 9900 944 945 5426 
-19050 293 2031 2134 5292 9693 9899 
-19051 5292 9693 9899 5293 9694 9900 
-19052 5293 9694 9900 945 5323 5426 
-19053 20 2022 2132 959 9675 9895 
-19054 959 9675 9895 960 9676 9896 
-19055 960 9676 9896 82 5314 5424 
-19056 291 20 2132 5288 959 9895 
-19057 5288 959 9895 5289 960 9896 
-19058 5289 960 9896 943 82 5424 
-19059 2022 292 2134 9675 5290 9899 
-19060 9675 5290 9899 9676 5291 9900 
-19061 9676 5291 9900 5314 944 5426 
-19062 2029 290 2133 9689 5286 9897 
-19063 9689 5286 9897 9690 5287 9898 
-19064 9690 5287 9898 5321 942 5425 
-19065 295 296 2135 5296 5298 9901 
-19066 5296 5298 9901 5297 5299 9902 
-19067 5297 5299 9902 947 948 5427 
-19068 296 2018 2135 5298 9667 9901 
-19069 5298 9667 9901 5299 9668 9902 
-19070 5299 9668 9902 948 5310 5427 
-19071 276 2027 2137 5258 9685 9905 
-19072 5258 9685 9905 5259 9686 9906 
-19073 5259 9686 9906 928 5319 5429 
-19074 269 2017 2139 5244 9665 9909 
-19075 5244 9665 9909 5245 9666 9910 
-19076 5245 9666 9910 921 5309 5431 
-19077 2031 294 2141 9693 5294 9913 
-19078 9693 5294 9913 9694 5295 9914 
-19079 9694 5295 9914 5323 946 5433 
-19080 2148 2082 2153 9927 9795 9937 
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-19082 9928 9796 9938 5440 5374 5445 
-19083 2096 273 2142 9823 5252 9915 
-19084 9823 5252 9915 9824 5253 9916 
-19085 9824 5253 9916 5388 925 5434 
-19086 273 18 2142 5252 955 9915 
-19087 5252 955 9915 5253 956 9916 
-19088 5253 956 9916 925 80 5434 
-19089 2081 2120 2150 9793 9871 9931 
-19090 9793 9871 9931 9794 9872 9932 
-19091 9794 9872 9932 5373 5412 5442 
-19092 2097 2026 2145 9825 9683 9921 
-19093 9825 9683 9921 9826 9684 9922 
-19094 9826 9684 9922 5389 5318 5437 
-19095 2130 2086 2150 9891 9803 9931 
-19096 9891 9803 9931 9892 9804 9932 
-19097 9892 9804 9932 5422 5378 5442 
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-19099 5280 9663 9919 5281 9664 9920 
-19100 5281 9664 9920 939 5308 5436 
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-19102 9691 5278 9919 9692 5279 9920 
-19103 9692 5279 9920 5322 938 5436 
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-19105 9683 5268 9921 9684 5269 9922 
-19106 9684 5269 9922 5318 933 5437 
-19107 2093 2122 2140 9817 9875 9911 
-19108 9817 9875 9911 9818 9876 9912 
-19109 9818 9876 9912 5385 5414 5432 
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-19111 5274 5276 9911 5275 5277 9912 
-19112 5275 5277 9912 936 937 5432 
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-19116 17 2023 2146 953 9677 9923 
-19117 953 9677 9923 954 9678 9924 
-19118 954 9678 9924 79 5315 5438 
-19119 285 2030 2140 5276 9691 9911 
-19120 5276 9691 9911 5277 9692 9912 
-19121 5277 9692 9912 937 5322 5432 
-19122 280 2026 2149 5266 9683 9929 
-19123 5266 9683 9929 5267 9684 9930 
-19124 5267 9684 9930 932 5318 5441 
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-19126 9669 5264 9929 9670 5265 9930 
-19127 9670 5265 9930 5311 931 5441 
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-19129 5256 5258 9905 5257 5259 9906 
-19130 5257 5259 9906 927 928 5429 
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-19132 9663 9865 9919 9664 9866 9920 
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-19135 9865 9691 9919 9866 9692 9920 
-19136 9866 9692 9920 5409 5322 5436 
-19137 2106 2090 2138 9843 9811 9907 
-19138 9843 9811 9907 9844 9812 9908 
-19139 9844 9812 9908 5398 5382 5430 
-19140 268 269 2139 5242 5244 9909 
-19141 5242 5244 9909 5243 5245 9910 
-19142 5243 5245 9910 920 921 5431 
-19143 294 295 2141 5294 5296 9913 
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-19145 5295 5297 9914 946 947 5433 
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-19147 9803 9793 9931 9804 9794 9932 
-19148 9804 9794 9932 5378 5373 5442 
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-19151 956 9672 9916 80 5312 5434 
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-19153 9789 9797 9917 9790 9798 9918 
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-19155 2124 2085 2126 9879 9801 9883 
-19156 9879 9801 9883 9880 9802 9884 
-19157 9880 9802 9884 5416 5377 5418 
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-19159 9871 9671 9931 9872 9672 9932 
-19160 9872 9672 9932 5412 5312 5442 
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-19172 9684 9874 9930 5318 5413 5441 
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-19175 9874 9670 9930 5413 5311 5441 
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-19184 9934 9690 9936 5443 5321 5444 
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-19187 9902 9798 9914 5427 5375 5433 
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-19189 5288 9895 9897 5289 9896 9898 
-19190 5289 9896 9898 943 5424 5425 
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-19193 9796 9908 9938 5374 5430 5445 
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-19195 5306 953 9923 5307 954 9924 
-19196 5307 954 9924 952 79 5438 
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-19198 9891 5256 9905 9892 5257 9906 
-19199 9892 5257 9906 5422 927 5429 
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-19201 9791 9785 9925 9792 9786 9926 
-19202 9792 9786 9926 5372 5369 5439 
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-19205 9788 9796 9928 5370 5374 5440 
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-19207 5264 5266 9929 5265 5267 9930 
-19208 5265 5267 9930 931 932 5441 
-19209 2083 2135 2143 9797 9901 9917 
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-19211 9798 9902 9918 5375 5427 5435 
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-19213 9889 5242 9909 9890 5243 9910 
-19214 9890 5243 9910 5421 920 5431 
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-19219 5296 9901 9913 5297 9902 9914 
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-19229 9678 9886 9904 5315 5419 5428 
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-19237 9785 9903 9925 9786 9904 9926 
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-19247 9672 9892 9932 5312 5422 5442 
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-19253 9908 9676 9938 5430 5314 5445 
-3 6 6 960
-19254 2221 2156 2223 10073 9943 10077 
-19255 10073 9943 10077 10074 9944 10078 
-19256 10074 9944 10078 5585 5520 5587 
-19257 322 323 2254 5488 5490 10139 
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-19268 9956 10170 10192 5526 5633 5644 
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-19298 10174 10152 10212 5635 5624 5654 
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-19310 10172 10148 10216 5634 5622 5656 
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-19313 10082 10152 10186 5589 5624 5641 
-19314 2232 2215 2255 10095 10061 10141 
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-19358 5467 10146 10200 971 5621 5648 
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-19364 9964 10198 10206 5530 5647 5651 
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-19367 10156 9952 10204 5626 5524 5650 
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-19401 2229 2176 2233 10089 9983 10097 
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-19406 9978 9984 10090 5537 5540 5593 
-19407 2227 2234 2235 10085 10099 10101 
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-21829 5910 5912 10703 5911 5913 10704 
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-21833 5897 10510 10708 1062 5943 6042 
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-21836 10502 1088 10706 5939 93 6041 
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-21839 1088 5909 10706 93 1068 6041 
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-21843 2441 392 2542 10513 5916 10715 
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-21849 396 397 2540 5924 5926 10711 
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-21858 381 382 2538 5894 5896 10707 
-21859 5894 5896 10707 5895 5897 10708 
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-21861 2436 396 2540 10503 5924 10711 
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-21866 10518 1086 10740 5947 92 6058 
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-21905 10608 10606 10718 5992 5991 6047 
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-21911 10680 10522 10692 6028 5949 6034 
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-21970 10691 10505 10743 10692 10506 10744 
-21971 10692 10506 10744 6034 5941 6060 
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-21973 10669 10517 10739 10670 10518 10740 
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-21979 10703 5912 10733 10704 5913 10734 
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-21984 2447 2536 2552 10525 10703 10735 
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-21988 1083 10515 10741 1084 10516 10742 
-21989 1084 10516 10742 91 5946 6059 
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-21991 10607 10717 10721 10608 10718 10722 
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-21993 2534 2436 2545 10699 10503 10721 
-21994 10699 10503 10721 10700 10504 10722 
-21995 10700 10504 10722 6038 5940 6049 
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-21999 2446 2535 2550 10523 10701 10731 
-22000 10523 10701 10731 10524 10702 10732 
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-22003 5878 10695 10739 5879 10696 10740 
-22004 5879 10696 10740 1053 6036 6058 
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-22009 10735 10677 10745 10736 10678 10746 
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-3 9 6 207
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-22013 1112 6063 6105 94 1089 1110 
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-22043 6077 6079 10758 1096 1097 6111 
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-22046 6077 10758 10762 1096 6111 6113 
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-22054 6068 6070 10759 6069 6071 10760 
-22055 6069 6071 10760 1092 1093 6112 
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-22058 6073 6075 10756 1094 1095 6110 
-22059 433 434 2567 6066 6068 10765 
-22060 6066 6068 10765 6067 6069 10766 
-22061 6067 6069 10766 1091 1092 6115 
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-22068 2568 2558 2575 10767 10747 10781 
-22069 10767 10747 10781 10768 10748 10782 
-22070 10768 10748 10782 6116 6106 6123 
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-22073 6093 1116 10748 1104 96 6106 
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-22101 2569 2577 2580 10769 10785 10791 
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-22104 439 440 2572 6078 6080 10775 
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-22112 6103 6105 10780 1109 1110 6122 
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-22117 6104 6062 10779 6105 6063 10780 
-22118 6105 6063 10780 1110 1089 6122 
-22119 2568 2559 2579 10767 10749 10789 
-22120 10767 10749 10789 10768 10750 10790 
-22121 10768 10750 10790 6116 6107 6127 
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-22123 10759 10767 10789 10760 10768 10790 
-22124 10760 10768 10790 6112 6116 6127 
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-22127 6091 6093 10770 1103 1104 6117 
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-22129 6096 6098 10773 6097 6099 10774 
-22130 6097 6099 10774 1106 1107 6119 
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-22136 6101 6103 10772 1108 1109 6118 
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-22141 10755 10761 10791 10756 10762 10792 
-22142 10756 10762 10792 6110 6113 6128 
-22143 424 2558 2569 6092 10747 10769 
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-22145 6093 10748 10770 1104 6106 6117 
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-22148 10752 6091 10770 6108 1103 6117 
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-22151 10750 6097 10774 6107 1106 6119 
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-22163 10754 6101 10772 6109 1108 6118 
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-22189 10749 10767 10781 10750 10768 10782 
-22190 10750 10768 10782 6107 6116 6123 
-22191 420 421 2578 6084 6086 10787 
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-22200 2561 2570 2576 10753 10771 10783 
-22201 10753 10771 10783 10754 10772 10784 
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-22204 10777 10757 10787 10778 10758 10788 
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-22209 2577 2562 2580 10785 10755 10791 
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-22211 10786 10756 10792 6125 6110 6128 
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-22214 10776 6085 10788 6120 1100 6126 
-22215 2560 2569 2580 10751 10769 10791 
-22216 10751 10769 10791 10752 10770 10792 
-22217 10752 10770 10792 6108 6117 6128 
-3 10 6 78
-22218 2584 2581 2586 10799 10793 10803 
-22219 10799 10793 10803 10800 10794 10804 
-22220 10800 10794 10804 6154 6151 6156 
-22221 2582 2584 2586 10795 10799 10803 
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-22223 10796 10800 10804 6152 6154 6156 
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-22225 6131 10799 10801 6132 10800 10802 
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-22227 2584 2582 2585 10799 10795 10801 
-22228 10799 10795 10801 10800 10796 10802 
-22229 10800 10796 10802 6154 6152 6155 
-22230 467 457 2583 6139 6141 10797 
-22231 6139 6141 10797 6140 6142 10798 
-22232 6140 6142 10798 1122 1123 6153 
-22233 2581 466 2583 10793 6137 10797 
-22234 10793 6137 10797 10794 6138 10798 
-22235 10794 6138 10798 6151 1121 6153 
-22236 2581 2583 2586 10793 10797 10803 
-22237 10793 10797 10803 10794 10798 10804 
-22238 10794 10798 10804 6151 6153 6156 
-22239 466 467 2583 6137 6139 10797 
-22240 6137 6139 10797 6138 6140 10798 
-22241 6138 6140 10798 1121 1122 6153 
-22242 467 37 457 6139 1132 6141 
-22243 6139 1132 6141 6140 1133 6142 
-22244 6140 1133 6142 1122 99 1123 
-22245 38 462 461 1128 6129 6149 
-22246 1128 6129 6149 1129 6130 6150 
-22247 1129 6130 6150 97 1117 1127 
-22248 462 463 2585 6129 6131 10801 
-22249 6129 6131 10801 6130 6132 10802 
-22250 6130 6132 10802 1117 1118 6155 
-22251 457 458 2583 6141 6143 10797 
-22252 6141 6143 10797 6142 6144 10798 
-22253 6142 6144 10798 1123 1124 6153 
-22254 459 460 2582 6145 6147 10795 
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-22256 6146 6148 10796 1125 1126 6152 
-22257 465 466 2581 6135 6137 10793 
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-22259 6136 6138 10794 1120 1121 6151 
-22260 461 462 2585 6149 6129 10801 
-22261 6149 6129 10801 6150 6130 10802 
-22262 6150 6130 10802 1127 1117 6155 
-22263 463 464 2584 6131 6133 10799 
-22264 6131 6133 10799 6132 6134 10800 
-22265 6132 6134 10800 1118 1119 6154 
-22266 464 36 2587 6133 1130 10805 
-22267 6133 1130 10805 6134 1131 10806 
-22268 6134 1131 10806 1119 98 6157 
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-22270 6147 6149 10801 6148 6150 10802 
-22271 6148 6150 10802 1126 1127 6155 
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-22273 10795 6147 10801 10796 6148 10802 
-22274 10796 6148 10802 6152 1126 6155 
-22275 36 465 2587 1130 6135 10805 
-22276 1130 6135 10805 1131 6136 10806 
-22277 1131 6136 10806 98 1120 6157 
-22278 2583 458 2586 10797 6143 10803 
-22279 10797 6143 10803 10798 6144 10804 
-22280 10798 6144 10804 6153 1124 6156 
-22281 458 459 2586 6143 6145 10803 
-22282 6143 6145 10803 6144 6146 10804 
-22283 6144 6146 10804 1124 1125 6156 
-22284 459 2582 2586 6145 10795 10803 
-22285 6145 10795 10803 6146 10796 10804 
-22286 6146 10796 10804 1125 6152 6156 
-22287 2581 2584 2587 10793 10799 10805 
-22288 10793 10799 10805 10794 10800 10806 
-22289 10794 10800 10806 6151 6154 6157 
-22290 465 2581 2587 6135 10793 10805 
-22291 6135 10793 10805 6136 10794 10806 
-22292 6136 10794 10806 1120 6151 6157 
-22293 2584 464 2587 10799 6133 10805 
-22294 10799 6133 10805 10800 6134 10806 
-22295 10800 6134 10806 6154 1119 6157 
-3 11 6 537
-22296 2601 2599 2625 10833 10829 10881 
-22297 10833 10829 10881 10834 10830 10882 
-22298 10834 10830 10882 6235 6233 6259 
-22299 501 470 2601 6180 6182 10833 
-22300 6180 6182 10833 6181 6183 10834 
-22301 6181 6183 10834 1145 1146 6235 
-22302 2594 2622 2623 10819 10875 10877 
-22303 10819 10875 10877 10820 10876 10878 
-22304 10820 10876 10878 6228 6256 6257 
-22305 501 40 470 6180 1168 6182 
-22306 6180 1168 6182 6181 1169 6183 
-22307 6181 1169 6183 1145 101 1146 
-22308 2621 2590 2649 10873 10811 10929 
-22309 10873 10811 10929 10874 10812 10930 
-22310 10874 10812 10930 6255 6224 6283 
-22311 2590 2621 2651 10811 10873 10933 
-22312 10811 10873 10933 10812 10874 10934 
-22313 10812 10874 10934 6224 6255 6285 
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-35649 4358 3800 4384 14347 13231 14399 
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-35652 3710 4358 4384 13051 14347 14399 
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-35656 831 4447 783 832 4448 784 
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-35663 4693 784 4446 816 64 753 
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-35668 957 1170 5272 958 1171 5273 
-35669 958 1171 5273 81 102 935 
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-35671 6202 1170 957 6203 1171 958 
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-35674 5270 6202 957 5271 6203 958 
-35675 5271 6203 958 934 1156 81 
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-35679 39 489 4207 1166 6220 14045 
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-35687 5718 5716 14316 1034 1033 8522 
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-35714 6637 1297 6750 1278 113 1314 
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-35719 6823 6737 1319 6824 6738 1320 
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-35724 702 393 62 6960 5918 1398 
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-35729 4695 4446 4444 817 753 752 
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-35735 4691 4450 4448 815 755 754 
-35736 186 135 187 4688 4449 4690 
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-35739 511 174 173 6327 4664 4662 
-35740 6327 4664 4662 6328 4665 4663 
-35741 6328 4665 4663 1188 802 801 
-35742 174 510 175 4664 6325 4666 
-35743 4664 6325 4666 4665 6326 4667 
-35744 4665 6326 4667 802 1187 803 
-35745 511 510 174 6327 6325 4664 
-35746 6327 6325 4664 6328 6326 4665 
-35747 6328 6326 4665 1188 1187 802 
-35748 281 481 282 5268 6204 5270 
-35749 5268 6204 5270 5269 6205 5271 
-35750 5269 6205 5271 933 1157 934 
-35751 481 480 282 6204 6202 5270 
-35752 6204 6202 5270 6205 6203 5271 
-35753 6205 6203 5271 1157 1156 934 
-35754 283 479 284 5272 6200 5274 
-35755 5272 6200 5274 5273 6201 5275 
-35756 5273 6201 5275 935 1155 936 
-35757 479 478 284 6200 6198 5274 
-35758 6200 6198 5274 6201 6199 5275 
-35759 6201 6199 5275 1155 1154 936 
-35760 367 366 663 5719 5717 6791 
-35761 5719 5717 6791 5720 5718 6792 
-35762 5720 5718 6792 1035 1034 1337 
-35763 368 367 662 5721 5719 6789 
-35764 5721 5719 6789 5722 5720 6790 
-35765 5722 5720 6790 1036 1035 1336 
-35766 367 663 662 5719 6791 6789 
-35767 5719 6791 6789 5720 6792 6790 
-35768 5720 6792 6790 1035 1337 1336 
-35769 368 662 661 5721 6789 6787 
-35770 5721 6789 6787 5722 6790 6788 
-35771 5722 6790 6788 1036 1336 1335 
-35772 442 374 373 7113 5880 5878 
-35773 7113 5880 5878 7114 5881 5879 
-35774 7114 5881 5879 1413 1054 1053 
-35775 442 373 441 7113 5878 7111 
-35776 7113 5878 7111 7114 5879 7112 
-35777 7114 5879 7112 1413 1053 1412 
-35778 699 396 700 6954 5924 6956 
-35779 6954 5924 6956 6955 5925 6957 
-35780 6955 5925 6957 1378 1076 1379 
-35781 616 615 648 6638 6636 6747 
-35782 6638 6636 6747 6639 6637 6748 
-35783 6639 6637 6748 1279 1278 1313 
-35784 648 615 649 6747 6636 6749 
-35785 6747 6636 6749 6748 6637 6750 
-35786 6748 6637 6750 1313 1278 1314 
-35787 647 617 616 6745 6640 6638 
-35788 6745 6640 6638 6746 6641 6639 
-35789 6746 6641 6639 1312 1280 1279 
-35790 647 616 648 6745 6638 6747 
-35791 6745 6638 6747 6746 6639 6748 
-35792 6746 6639 6748 1312 1279 1313 
-$EndElements
diff --git a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/run.py b/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/run.py
deleted file mode 100644
index e724068137cbcbf76c90f0bb15abbff800192009..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/LoadStrainConcentrationDataFromFile/run.py
+++ /dev/null
@@ -1,29 +0,0 @@
-from gmshpy import *
-from dG3Dpy import*
-
-# from history of computation
-# we have 2 materials laws 11-12
-# material 11 will be clustered with 32 
-# # material 11 will be clustered with 8 
-
-
-
-cl = Clustering()
-cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
-
-cl.setNumberOfClustersForMaterial(11,32)
-cl.setNumberOfClustersForMaterial(12,8)
-
-ok = cl.computeClustersElasticity(5) # min number of element in each cluster
-cl.saveAllView()
-cl.saveAllView(0)
-cl.saveAllView(1)
-cl.saveAllView(2)
-cl.saveFieldToView(Clustering.ClusterIndex)
-cl.saveFieldToView(Clustering.ClusterIndex,0)
-cl.saveFieldToView(Clustering.ClusterIndex,1)
-cl.saveFieldToView(Clustering.ClusterIndex,2)
-
-
-
-
diff --git a/dG3D/benchmarks/clustering/Window.geo b/dG3D/benchmarks/clustering/Window.geo
deleted file mode 100644
index 6cb025c7fb89523ac4b6a06bef1dd5bee40dbd9d..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/Window.geo
+++ /dev/null
@@ -1,426 +0,0 @@
-//Fiber reinforced composite cross-section
-Geometry.AutoCoherence= 0;
-//defination of unit
-unit = 1;
-//characteristic mesh size
-cl = 0.5*unit;
-h_x = 25.000000 * unit;
-h_y = 25.000000 * unit;
-h_z = 3.000000 * unit;
-nlayers = 3;
-//defination of fibers line Loop list in zone 0
-t=-1;
-p1 = newp; Point(p1) = { 18.615482 *unit, 21.331355 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.725439 *unit, 21.331355 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.615482 *unit, 18.441312 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.505525 *unit, 21.331355 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.615482 *unit, 24.221398 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.750514 *unit, 15.465644 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.783317 *unit, 15.465644 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.750514 *unit, 12.498448 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717710 *unit, 15.465644 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.750514 *unit, 18.432841 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 12.654984 *unit, 16.695736 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 9.697005 *unit, 16.695736 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 12.654984 *unit, 13.737757 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 15.612962 *unit, 16.695736 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 12.654984 *unit, 19.653714 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 7.813580 *unit, 20.275404 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 5.101323 *unit, 20.275404 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 7.813580 *unit, 17.563147 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.525836 *unit, 20.275404 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 7.813580 *unit, 22.987660 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.751439 *unit, 5.008469 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.785679 *unit, 5.008469 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.751439 *unit, 2.042709 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717198 *unit, 5.008469 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.751439 *unit, 7.974228 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 13.935370 *unit, 9.370745 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 10.935370 *unit, 9.370745 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.935370 *unit, 6.370745 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 16.935370 *unit, 9.370745 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 13.935370 *unit, 12.370745 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 4.168333 *unit, 13.350702 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.256246 *unit, 13.350702 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 4.168333 *unit, 10.438615 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.080421 *unit, 13.350702 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 4.168333 *unit, 16.262790 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-//defination of edge points and line
-t=-1;
-lt=-1;
-mt=-1;
-BoundXt0=-1;
-BoundXt1=-1;
-BoundYt0=-1;
-BoundYt1=-1;
-p0 = newp; Point(p0) = { 0.0 , 0.0 , 0.0 , cl}; 
-mat_conP = p0;
-mat_endP = p0;
-p1 = newp; Point(p1) = { 7.173980 *unit, 2.643804 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 6.107729 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 8.240231 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.173980 *unit, 5.494522 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p1 = newp; Point(p1) = { 19.305738 *unit, -1.640826 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 16.694022 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.917454 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 19.305738 *unit, 1.443549 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p0 = newp; Point(p0) = { h_x , 0.0 , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 25.717433 *unit, -0.940744 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.766456 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 23.079509 *unit, 0.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-p1 = newp; Point(p1) = { 24.865395 *unit, 5.090865 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.951853 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 8.229877 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.723499 *unit, 5.090865 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p1 = newp; Point(p1) = { 22.968467 *unit, 11.309374 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 9.460729 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 13.158019 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 20.221721 *unit, 11.309374 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p0 = newp; Point(p0) = { h_x , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 23.927958 *unit, 25.819598 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 23.096679 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.118719 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p2};
-l1 = newreg; Line(l1) = {p2,p0};
-l2 = newreg; Line(l2) = {p0,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-p1 = newp; Point(p1) = { 10.515372 *unit, 26.161751 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 7.673643 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.357101 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.515372 *unit, 23.091720 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p1 = newp; Point(p1) = { 3.851136 *unit, 25.064382 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.002276 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 6.699996 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.851136 *unit, 22.214795 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p0 = newp; Point(p0) = { 0.0 , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { -1.748346 *unit, 23.498064 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.396944 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.535424 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l3;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-p1 = newp; Point(p1) = { 0.962189 *unit, 18.517679 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.275547 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 15.759811 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.883086 *unit, 18.517679 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-p1 = newp; Point(p1) = { 1.490531 *unit, 4.379649 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 7.088462 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 1.670836 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 4.582350 *unit, 4.379649 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-l1 = newreg; Line(l1) = {mat_conP,mat_endP};
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-lt=lt+1;
-mat_edge[lt] = l1;
-lineloop_matix = newreg;
-Line Loop(lineloop_matix) = {mat_edge[]};
-MaS=news;
-Plane Surface(MaS) = {lineloop_matix,theloop[]};
-my_fiberV[] = Extrude {0.0 , 0.0 , h_z} {Surface{thesurface[],edgsurface[]}; Layers{nlayers}; Recombine;};
-my_mtrixV[] = Extrude {0.0 , 0.0 , h_z} {Surface{MaS}; Layers{nlayers}; Recombine;};
-Physical Volume(51) ={my_mtrixV[]};
-Physical Volume(52) ={my_fiberV[]};
-outX0[] = Extrude{ 0, 0, h_z}{ Line{Bound_X0edge[]};};
-outX1[] = Extrude{ 0, 0, h_z}{ Line{Bound_X1edge[]};};
-outY0[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y0edge[]};};
-outY1[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y1edge[]};};
-Physical Surface(100) = { outX0[] };
-Physical Surface(101) = { outX1[] };
-Physical Surface(110) = { outY0[] };
-Physical Surface(111) = { outY1[] };
-Physical Surface(120) = { thesurface[],edgsurface[], MaS};
-Constrain_z[] = Translate{0, 0, h_z}{ Duplicata{ Surface{thesurface[],edgsurface[], MaS}; } };
-Physical Surface(121) = { Constrain_z[]};
-p1 = newp; Point(p1) = {0.0, 0.0, 0.0, cl};
-p2 = newp; Point(p2) = {0.0, 0.0, h_z, cl};
-p3 = newp; Point(p3) = {h_x, 0.0, 0.0, cl};
-p4 = newp; Point(p4) = {h_x, 0.0, h_z, cl};
-p5 = newp; Point(p5) = {h_x, h_y, 0.0, cl};
-p6 = newp; Point(p6) = {h_x, h_y, h_z, cl};
-p7 = newp; Point(p7) = {0.0, h_y, 0.0, cl};
-p8 = newp; Point(p8) = {0.0, h_y, h_z, cl};
-Physical Point(1)= {p1};
-Physical Point(2)= {p2};
-Physical Point(3)= {p3};
-Physical Point(4)= {p4};
-Physical Point(5)= {p5};
-Physical Point(6)= {p6};
-Physical Point(7)= {p7};
-Physical Point(8)= {p8};
-Physical Volume( 1001 ) ={ 1 };
-Physical Volume( 1002 ) ={ 2 };
-Physical Volume( 1003 ) ={ 3 };
-Physical Volume( 1004 ) ={ 4 };
-Physical Volume( 1005 ) ={ 5 };
-Physical Volume( 1006 ) ={ 6 };
-Physical Volume( 1007 ) ={ 7 };
-Physical Volume( 1008 ) ={ 8 };
-Physical Volume( 1009 ) ={ 9 };
-Physical Volume( 1010 ) ={ 10 };
-Physical Volume( 1011 ) ={ 11 };
-Physical Volume( 1012 ) ={ 12 };
-Physical Volume( 1013 ) ={ 13 };
-Physical Volume( 1014 ) ={ 14 };
-Physical Volume( 1015 ) ={ 15 };
-Physical Volume( 1016 ) ={ 16 };
-Physical Volume( 1017 ) ={ 17 };
-Physical Volume( 1018 ) ={ 18 };
-Coherence;
diff --git a/dG3D/benchmarks/clustering/Window.msh b/dG3D/benchmarks/clustering/Window.msh
deleted file mode 100644
index 8ae5b5c34530f20f20fdfe1b943bbefb2a7d8649..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/Window.msh
+++ /dev/null
@@ -1,65825 +0,0 @@
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-17194 9349 9351 9379 9350 9352 9380 
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-17197 9313 9165 9371 9314 9166 9372 
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-17212 9281 9365 9369 9282 9366 9370 
-17213 9282 9366 9370 4981 5023 5025 
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-17216 9386 9318 9402 5033 4999 5041 
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-17218 9293 9309 9377 9294 9310 9378 
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-17221 9353 9295 9419 9354 9296 9420 
-17222 9354 9296 9420 5017 4988 5050 
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-17224 9301 9323 9439 9302 9324 9440 
-17225 9302 9324 9440 4991 5002 5060 
-17226 198 1778 1875 4852 9187 9381 
-17227 4852 9187 9381 4853 9188 9382 
-17228 4853 9188 9382 834 4934 5031 
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-17231 4851 4853 9382 833 834 5031 
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-17233 9395 9383 9437 9396 9384 9438 
-17234 9396 9384 9438 5038 5032 5059 
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-17236 9361 9349 9379 9362 9350 9380 
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-17239 9377 9163 9419 9378 9164 9420 
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-17242 9195 9167 9197 9196 9168 9198 
-17243 9196 9168 9198 4938 4924 4939 
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-17245 9381 9367 9403 9382 9368 9404 
-17246 9382 9368 9404 5031 5024 5042 
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-17248 9399 9169 9411 9400 9170 9412 
-17249 9400 9170 9412 5040 4925 5046 
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-17251 9373 9301 9439 9374 9302 9440 
-17252 9374 9302 9440 5027 4991 5060 
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-17254 9375 9359 9409 9376 9360 9410 
-17255 9376 9360 9410 5028 5020 5045 
-17256 220 221 1877 4896 4898 9385 
-17257 4896 4898 9385 4897 4899 9386 
-17258 4897 4899 9386 856 857 5033 
-17259 221 1781 1877 4898 9193 9385 
-17260 4898 9193 9385 4899 9194 9386 
-17261 4899 9194 9386 857 4937 5033 
-17262 1834 1827 1892 9299 9285 9415 
-17263 9299 9285 9415 9300 9286 9416 
-17264 9300 9286 9416 4990 4983 5048 
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-17266 9199 9289 9383 9200 9290 9384 
-17267 9200 9290 9384 4940 4985 5032 
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-17269 9325 9175 9439 9326 9176 9440 
-17270 9326 9176 9440 5003 4928 5060 
-17271 1810 1783 1898 9251 9197 9427 
-17272 9251 9197 9427 9252 9198 9428 
-17273 9252 9198 9428 4966 4939 5054 
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-17275 9419 9163 9421 9420 9164 9422 
-17276 9420 9164 9422 5050 4922 5051 
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-17279 9294 9378 9420 4987 5029 5050 
-17280 231 232 1782 4918 4920 9195 
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-17282 4919 4921 9196 867 868 4938 
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-17284 873 4886 9387 874 4887 9388 
-17285 874 4887 9388 73 851 5034 
-17286 1774 231 1782 9179 4918 9195 
-17287 9179 4918 9195 9180 4919 9196 
-17288 9180 4919 9196 4930 867 4938 
-17289 215 1775 1878 4886 9181 9387 
-17290 4886 9181 9387 4887 9182 9388 
-17291 4887 9182 9388 851 4931 5034 
-17292 232 1768 1782 4920 9167 9195 
-17293 4920 9167 9195 4921 9168 9196 
-17294 4921 9168 9196 868 4924 4938 
-17295 1769 11 1878 9169 873 9387 
-17296 9169 873 9387 9170 874 9388 
-17297 9170 874 9388 4925 73 5034 
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-17301 1778 199 1879 9187 4854 9389 
-17302 9187 4854 9389 9188 4855 9390 
-17303 9188 4855 9390 4934 835 5035 
-17304 211 1776 1880 4878 9183 9391 
-17305 4878 9183 9391 4879 9184 9392 
-17306 4879 9184 9392 847 4932 5036 
-17307 200 1772 1879 4856 9175 9389 
-17308 4856 9175 9389 4857 9176 9390 
-17309 4857 9176 9390 836 4928 5035 
-17310 1773 210 1880 9177 4876 9391 
-17311 9177 4876 9391 9178 4877 9392 
-17312 9178 4877 9392 4929 846 5036 
-17313 212 213 1881 4880 4882 9393 
-17314 4880 4882 9393 4881 4883 9394 
-17315 4881 4883 9394 848 849 5037 
-17316 210 211 1880 4876 4878 9391 
-17317 4876 4878 9391 4877 4879 9392 
-17318 4877 4879 9392 846 847 5036 
-17319 199 200 1879 4854 4856 9389 
-17320 4854 4856 9389 4855 4857 9390 
-17321 4855 4857 9390 835 836 5035 
-17322 228 229 1882 4912 4914 9395 
-17323 4912 4914 9395 4913 4915 9396 
-17324 4913 4915 9396 864 865 5038 
-17325 1770 228 1882 9171 4912 9395 
-17326 9171 4912 9395 9172 4913 9396 
-17327 9172 4913 9396 4926 864 5038 
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-17329 4890 4892 9397 4891 4893 9398 
-17330 4891 4893 9398 853 854 5039 
-17331 218 1771 1883 4892 9173 9397 
-17332 4892 9173 9397 4893 9174 9398 
-17333 4893 9174 9398 854 4927 5039 
-17334 213 214 1884 4882 4884 9399 
-17335 4882 4884 9399 4883 4885 9400 
-17336 4883 4885 9400 849 850 5040 
-17337 214 1769 1884 4884 9169 9399 
-17338 4884 9169 9399 4885 9170 9400 
-17339 4885 9170 9400 850 4925 5040 
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-17342 4895 4897 9402 855 856 5041 
-17343 9 197 1886 869 4850 9403 
-17344 869 4850 9403 870 4851 9404 
-17345 870 4851 9404 71 833 5042 
-17346 1771 219 1885 9173 4894 9401 
-17347 9173 4894 9401 9174 4895 9402 
-17348 9174 4895 9402 4927 855 5041 
-17349 1780 226 1887 9191 4908 9405 
-17350 9191 4908 9405 9192 4909 9406 
-17351 9192 4909 9406 4936 862 5043 
-17352 227 1770 1887 4910 9171 9405 
-17353 4910 9171 9405 4911 9172 9406 
-17354 4911 9172 9406 863 4926 5043 
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-17356 9371 4868 9407 9372 4869 9408 
-17357 9372 4869 9408 5026 842 5044 
-17358 206 207 1888 4868 4870 9407 
-17359 4868 4870 9407 4869 4871 9408 
-17360 4869 4871 9408 842 843 5044 
-17361 1768 9 1886 9167 869 9403 
-17362 9167 869 9403 9168 870 9404 
-17363 9168 870 9404 4924 71 5042 
-17364 1773 1855 1891 9177 9341 9413 
-17365 9177 9341 9413 9178 9342 9414 
-17366 9178 9342 9414 4929 5011 5047 
-17367 1855 1779 1891 9341 9189 9413 
-17368 9341 9189 9413 9342 9190 9414 
-17369 9342 9190 9414 5011 4935 5047 
-17370 1876 1882 1902 9383 9395 9435 
-17371 9383 9395 9435 9384 9396 9436 
-17372 9384 9396 9436 5032 5038 5058 
-17373 1783 1768 1898 9197 9167 9427 
-17374 9197 9167 9427 9198 9168 9428 
-17375 9198 9168 9428 4939 4924 5054 
-17376 226 227 1887 4908 4910 9405 
-17377 4908 4910 9405 4909 4911 9406 
-17378 4909 4911 9406 862 863 5043 
-17379 209 1773 1891 4874 9177 9413 
-17380 4874 9177 9413 4875 9178 9414 
-17381 4875 9178 9414 845 4929 5047 
-17382 1779 208 1891 9189 4872 9413 
-17383 9189 4872 9413 9190 4873 9414 
-17384 9190 4873 9414 4935 844 5047 
-17385 1775 216 1893 9181 4888 9417 
-17386 9181 4888 9417 9182 4889 9418 
-17387 9182 4889 9418 4931 852 5049 
-17388 12 224 1895 875 4904 9421 
-17389 875 4904 9421 876 4905 9422 
-17390 876 4905 9422 74 860 5051 
-17391 224 225 1896 4904 4906 9423 
-17392 4904 4906 9423 4905 4907 9424 
-17393 4905 4907 9424 860 861 5052 
-17394 1781 222 1897 9193 4900 9425 
-17395 9193 4900 9425 9194 4901 9426 
-17396 9194 4901 9426 4937 858 5053 
-17397 223 1766 1897 4902 9163 9425 
-17398 4902 9163 9425 4903 9164 9426 
-17399 4903 9164 9426 859 4922 5053 
-17400 1772 201 1899 9175 4858 9429 
-17401 9175 4858 9429 9176 4859 9430 
-17402 9176 4859 9430 4928 837 5055 
-17403 202 1777 1899 4860 9185 9429 
-17404 4860 9185 9429 4861 9186 9430 
-17405 4861 9186 9430 838 4933 5055 
-17406 203 204 1889 4862 4864 9409 
-17407 4862 4864 9409 4863 4865 9410 
-17408 4863 4865 9410 839 840 5045 
-17409 230 1774 1902 4916 9179 9435 
-17410 4916 9179 9435 4917 9180 9436 
-17411 4917 9180 9436 866 4930 5058 
-17412 1777 203 1889 9185 4862 9409 
-17413 9185 4862 9409 9186 4863 9410 
-17414 9186 4863 9410 4933 839 5045 
-17415 1886 1868 1898 9403 9367 9427 
-17416 9403 9367 9427 9404 9368 9428 
-17417 9404 9368 9428 5042 5024 5054 
-17418 1766 1873 1897 9163 9377 9425 
-17419 9163 9377 9425 9164 9378 9426 
-17420 9164 9378 9426 4922 5029 5053 
-17421 207 1779 1888 4870 9189 9407 
-17422 4870 9189 9407 4871 9190 9408 
-17423 4871 9190 9408 843 4935 5044 
-17424 1864 1777 1889 9359 9185 9409 
-17425 9359 9185 9409 9360 9186 9410 
-17426 9360 9186 9410 5020 4933 5045 
-17427 1900 1776 1901 9431 9183 9433 
-17428 9431 9183 9433 9432 9184 9434 
-17429 9432 9184 9434 5056 4932 5057 
-17430 1838 1900 1901 9307 9431 9433 
-17431 9307 9431 9433 9308 9432 9434 
-17432 9308 9432 9434 4994 5056 5057 
-17433 1876 1829 1903 9383 9289 9437 
-17434 9383 9289 9437 9384 9290 9438 
-17435 9384 9290 9438 5032 4985 5059 
-17436 1827 1836 1892 9285 9303 9415 
-17437 9285 9303 9415 9286 9304 9416 
-17438 9286 9304 9416 4983 4992 5048 
-17439 1826 1828 1890 9283 9287 9411 
-17440 9283 9287 9411 9284 9288 9412 
-17441 9284 9288 9412 4982 4984 5046 
-17442 1854 1870 1888 9339 9371 9407 
-17443 9339 9371 9407 9340 9372 9408 
-17444 9340 9372 9408 5010 5026 5044 
-17445 1874 1780 1887 9379 9191 9405 
-17446 9379 9191 9405 9380 9192 9406 
-17447 9380 9192 9406 5030 4936 5043 
-17448 208 209 1891 4872 4874 9413 
-17449 4872 4874 9413 4873 4875 9414 
-17450 4873 4875 9414 844 845 5047 
-17451 1865 1770 1903 9361 9171 9437 
-17452 9361 9171 9437 9362 9172 9438 
-17453 9362 9172 9438 5021 4926 5059 
-17454 1873 1781 1897 9377 9193 9425 
-17455 9377 9193 9425 9378 9194 9426 
-17456 9378 9194 9426 5029 4937 5053 
-17457 1871 1772 1899 9373 9175 9429 
-17458 9373 9175 9429 9374 9176 9430 
-17459 9374 9176 9430 5027 4928 5055 
-17460 1777 1871 1899 9185 9373 9429 
-17461 9185 9373 9429 9186 9374 9430 
-17462 9186 9374 9430 4933 5027 5055 
-17463 204 1872 1889 4864 9375 9409 
-17464 4864 9375 9409 4865 9376 9410 
-17465 4865 9376 9410 840 5028 5045 
-17466 197 1875 1886 4850 9381 9403 
-17467 4850 9381 9403 4851 9382 9404 
-17468 4851 9382 9404 833 5031 5042 
-17469 216 217 1893 4888 4890 9417 
-17470 4888 4890 9417 4889 4891 9418 
-17471 4889 4891 9418 852 853 5049 
-17472 1832 1831 1894 9295 9293 9419 
-17473 9295 9293 9419 9296 9294 9420 
-17474 9296 9294 9420 4988 4987 5050 
-17475 220 1877 1885 4896 9385 9401 
-17476 4896 9385 9401 4897 9386 9402 
-17477 4897 9386 9402 856 5033 5041 
-17478 1881 213 1884 9393 4882 9399 
-17479 9393 4882 9399 9394 4883 9400 
-17480 9394 4883 9400 5037 849 5040 
-17481 1772 1871 1904 9175 9373 9439 
-17482 9175 9373 9439 9176 9374 9440 
-17483 9176 9374 9440 4928 5027 5060 
-17484 1766 12 1895 9163 875 9421 
-17485 9163 875 9421 9164 876 9422 
-17486 9164 876 9422 4922 74 5051 
-17487 225 1780 1896 4906 9191 9423 
-17488 4906 9191 9423 4907 9192 9424 
-17489 4907 9192 9424 861 4936 5052 
-17490 1838 1849 1900 9307 9329 9431 
-17491 9307 9329 9431 9308 9330 9432 
-17492 9308 9330 9432 4994 5005 5056 
-17493 222 223 1897 4900 4902 9425 
-17494 4900 4902 9425 4901 4903 9426 
-17495 4901 4903 9426 858 859 5053 
-17496 1868 1810 1898 9367 9251 9427 
-17497 9367 9251 9427 9368 9252 9428 
-17498 9368 9252 9428 5024 4966 5054 
-17499 201 202 1899 4858 4860 9429 
-17500 4858 4860 9429 4859 4861 9430 
-17501 4859 4861 9430 837 838 5055 
-17502 1774 1876 1902 9179 9383 9435 
-17503 9179 9383 9435 9180 9384 9436 
-17504 9180 9384 9436 4930 5032 5058 
-17505 1828 1838 1901 9287 9307 9433 
-17506 9287 9307 9433 9288 9308 9434 
-17507 9288 9308 9434 4984 4994 5057 
-17508 229 230 1902 4914 4916 9435 
-17509 4914 4916 9435 4915 4917 9436 
-17510 4915 4917 9436 865 866 5058 
-17511 1883 1836 1893 9397 9303 9417 
-17512 9397 9303 9417 9398 9304 9418 
-17513 9398 9304 9418 5039 4992 5049 
-17514 1846 1847 1904 9323 9325 9439 
-17515 9323 9325 9439 9324 9326 9440 
-17516 9324 9326 9440 5002 5003 5060 
-17517 217 1883 1893 4890 9397 9417 
-17518 4890 9397 9417 4891 9398 9418 
-17519 4891 9398 9418 853 5039 5049 
-17520 1836 1883 1892 9303 9397 9415 
-17521 9303 9397 9415 9304 9398 9416 
-17522 9304 9398 9416 4992 5039 5048 
-17523 1882 229 1902 9395 4914 9435 
-17524 9395 4914 9435 9396 4915 9436 
-17525 9396 4915 9436 5038 865 5058 
-17526 1829 1865 1903 9289 9361 9437 
-17527 9289 9361 9437 9290 9362 9438 
-17528 9290 9362 9438 4985 5021 5059 
-17529 1883 1771 1892 9397 9173 9415 
-17530 9397 9173 9415 9398 9174 9416 
-17531 9398 9174 9416 5039 4927 5048 
-17532 1768 1886 1898 9167 9403 9427 
-17533 9167 9403 9427 9168 9404 9428 
-17534 9168 9404 9428 4924 5042 5054 
-17535 1770 1882 1903 9171 9395 9437 
-17536 9171 9395 9437 9172 9396 9438 
-17537 9172 9396 9438 4926 5038 5059 
-17538 1776 1881 1901 9183 9393 9433 
-17539 9183 9393 9433 9184 9394 9434 
-17540 9184 9394 9434 4932 5037 5057 
-17541 1880 1776 1900 9391 9183 9431 
-17542 9391 9183 9431 9392 9184 9432 
-17543 9392 9184 9432 5036 4932 5056 
-3 4 6 768
-17544 1908 1957 1992 9447 9545 9615 
-17545 9447 9545 9615 9448 9546 9616 
-17546 9448 9546 9616 5128 5177 5212 
-17547 234 235 1989 5063 5065 9609 
-17548 5063 5065 9609 5064 5066 9610 
-17549 5064 5066 9610 878 879 5209 
-17550 1979 1985 1990 9589 9601 9611 
-17551 9589 9601 9611 9590 9602 9612 
-17552 9590 9602 9612 5199 5205 5210 
-17553 1957 1908 2005 9545 9447 9641 
-17554 9545 9447 9641 9546 9448 9642 
-17555 9546 9448 9642 5177 5128 5225 
-17556 1909 1975 1999 9449 9581 9629 
-17557 9449 9581 9629 9450 9582 9630 
-17558 9450 9582 9630 5129 5195 5219 
-17559 1999 1975 2002 9629 9581 9635 
-17560 9629 9581 9635 9630 9582 9636 
-17561 9630 9582 9636 5219 5195 5222 
-17562 1915 1958 1963 9461 9547 9557 
-17563 9461 9547 9557 9462 9548 9558 
-17564 9462 9548 9558 5135 5178 5183 
-17565 1985 1916 1990 9601 9463 9611 
-17566 9601 9463 9611 9602 9464 9612 
-17567 9602 9464 9612 5205 5136 5210 
-17568 1956 1989 2004 9543 9609 9639 
-17569 9543 9609 9639 9544 9610 9640 
-17570 9544 9610 9640 5176 5209 5224 
-17571 1958 1915 1982 9547 9461 9595 
-17572 9547 9461 9595 9548 9462 9596 
-17573 9548 9462 9596 5178 5135 5202 
-17574 1989 1911 2004 9609 9453 9639 
-17575 9609 9453 9639 9610 9454 9640 
-17576 9610 9454 9640 5209 5131 5224 
-17577 1923 1918 1995 9477 9467 9621 
-17578 9477 9467 9621 9478 9468 9622 
-17579 9478 9468 9622 5143 5138 5215 
-17580 1918 1923 2006 9467 9477 9643 
-17581 9467 9477 9643 9468 9478 9644 
-17582 9468 9478 9644 5138 5143 5226 
-17583 1992 1957 2013 9615 9545 9657 
-17584 9615 9545 9657 9616 9546 9658 
-17585 9616 9546 9658 5212 5177 5233 
-17586 1958 1982 1983 9547 9595 9597 
-17587 9547 9595 9597 9548 9596 9598 
-17588 9548 9596 9598 5178 5202 5203 
-17589 1983 1982 2010 9597 9595 9651 
-17590 9597 9595 9651 9598 9596 9652 
-17591 9598 9596 9652 5203 5202 5230 
-17592 1913 234 1989 9457 5063 9609 
-17593 9457 5063 9609 9458 5064 9610 
-17594 9458 5064 9610 5133 878 5209 
-17595 235 1911 1989 5065 9453 9609 
-17596 5065 9453 9609 5066 9454 9610 
-17597 5066 9454 9610 879 5131 5209 
-17598 1906 1962 1979 9443 9555 9589 
-17599 9443 9555 9589 9444 9556 9590 
-17600 9444 9556 9590 5126 5182 5199 
-17601 1906 1979 1990 9443 9589 9611 
-17602 9443 9589 9611 9444 9590 9612 
-17603 9444 9590 9612 5126 5199 5210 
-17604 1920 1962 2000 9471 9555 9631 
-17605 9471 9555 9631 9472 9556 9632 
-17606 9472 9556 9632 5140 5182 5220 
-17607 1962 1906 2000 9555 9443 9631 
-17608 9555 9443 9631 9556 9444 9632 
-17609 9556 9444 9632 5182 5126 5220 
-17610 1907 1973 1997 9445 9577 9625 
-17611 9445 9577 9625 9446 9578 9626 
-17612 9446 9578 9626 5127 5193 5217 
-17613 1961 1919 1986 9553 9469 9603 
-17614 9553 9469 9603 9554 9470 9604 
-17615 9554 9470 9604 5181 5139 5206 
-17616 1962 1920 2002 9555 9471 9635 
-17617 9555 9471 9635 9556 9472 9636 
-17618 9556 9472 9636 5182 5140 5222 
-17619 1993 1963 2005 9617 9557 9641 
-17620 9617 9557 9641 9618 9558 9642 
-17621 9618 9558 9642 5213 5183 5225 
-17622 1915 1963 1993 9461 9557 9617 
-17623 9461 9557 9617 9462 9558 9618 
-17624 9462 9558 9618 5135 5183 5213 
-17625 1986 1994 2001 9603 9619 9633 
-17626 9603 9619 9633 9604 9620 9634 
-17627 9604 9620 9634 5206 5214 5221 
-17628 1986 1919 1994 9603 9469 9619 
-17629 9603 9469 9619 9604 9470 9620 
-17630 9604 9470 9620 5206 5139 5214 
-17631 1919 1961 1988 9469 9553 9607 
-17632 9469 9553 9607 9470 9554 9608 
-17633 9470 9554 9608 5139 5181 5208 
-17634 1915 241 1982 9461 5077 9595 
-17635 9461 5077 9595 9462 5078 9596 
-17636 9462 5078 9596 5135 885 5202 
-17637 241 242 1982 5077 5079 9595 
-17638 5077 5079 9595 5078 5080 9596 
-17639 5078 5080 9596 885 886 5202 
-17640 2004 1991 2013 9639 9613 9657 
-17641 9639 9613 9657 9640 9614 9658 
-17642 9640 9614 9658 5224 5211 5233 
-17643 1914 1992 2013 9459 9615 9657 
-17644 9459 9615 9657 9460 9616 9658 
-17645 9460 9616 9658 5134 5212 5233 
-17646 1991 1914 2013 9613 9459 9657 
-17647 9613 9459 9657 9614 9460 9658 
-17648 9614 9460 9658 5211 5134 5233 
-17649 1997 1973 2014 9625 9577 9659 
-17650 9625 9577 9659 9626 9578 9660 
-17651 9626 9578 9660 5217 5193 5234 
-17652 1973 1907 2007 9577 9445 9645 
-17653 9577 9445 9645 9578 9446 9646 
-17654 9578 9446 9646 5193 5127 5227 
-17655 1996 1918 2006 9623 9467 9643 
-17656 9623 9467 9643 9624 9468 9644 
-17657 9624 9468 9644 5216 5138 5226 
-17658 1996 2006 2015 9623 9643 9661 
-17659 9623 9643 9661 9624 9644 9662 
-17660 9624 9644 9662 5216 5226 5235 
-17661 1956 1969 1989 9543 9569 9609 
-17662 9543 9569 9609 9544 9570 9610 
-17663 9544 9570 9610 5176 5189 5209 
-17664 1913 1969 1984 9457 9569 9599 
-17665 9457 9569 9599 9458 9570 9600 
-17666 9458 9570 9600 5133 5189 5204 
-17667 1922 1921 1984 9475 9473 9599 
-17668 9475 9473 9599 9476 9474 9600 
-17669 9476 9474 9600 5142 5141 5204 
-17670 1924 1922 1964 9479 9475 9559 
-17671 9479 9475 9559 9480 9476 9560 
-17672 9480 9476 9560 5144 5142 5184 
-17673 1954 1967 1970 9539 9565 9571 
-17674 9539 9565 9571 9540 9566 9572 
-17675 9540 9566 9572 5174 5187 5190 
-17676 1975 1909 2009 9581 9449 9649 
-17677 9581 9449 9649 9582 9450 9650 
-17678 9582 9450 9650 5195 5129 5229 
-17679 1946 1970 1972 9523 9571 9575 
-17680 9523 9571 9575 9524 9572 9576 
-17681 9524 9572 9576 5166 5190 5192 
-17682 1967 1965 1970 9565 9561 9571 
-17683 9565 9561 9571 9566 9562 9572 
-17684 9566 9562 9572 5187 5185 5190 
-17685 1946 1954 1970 9523 9539 9571 
-17686 9523 9539 9571 9524 9540 9572 
-17687 9524 9540 9572 5166 5174 5190 
-17688 1970 1929 1972 9571 9489 9575 
-17689 9571 9489 9575 9572 9490 9576 
-17690 9572 9490 9576 5190 5149 5192 
-17691 1965 1929 1970 9561 9489 9571 
-17692 9561 9489 9571 9562 9490 9572 
-17693 9562 9490 9572 5185 5149 5190 
-17694 1956 1968 1969 9543 9567 9569 
-17695 9543 9567 9569 9544 9568 9570 
-17696 9544 9568 9570 5176 5188 5189 
-17697 1926 1929 1965 9483 9489 9561 
-17698 9483 9489 9561 9484 9490 9562 
-17699 9484 9490 9562 5146 5149 5185 
-17700 1968 1945 1971 9567 9521 9573 
-17701 9567 9521 9573 9568 9522 9574 
-17702 9568 9522 9574 5188 5165 5191 
-17703 1956 1945 1968 9543 9521 9567 
-17704 9543 9521 9567 9544 9522 9568 
-17705 9544 9522 9568 5176 5165 5188 
-17706 1927 1968 1971 9485 9567 9573 
-17707 9485 9567 9573 9486 9568 9574 
-17708 9486 9568 9574 5147 5188 5191 
-17709 1938 1931 1971 9507 9493 9573 
-17710 9507 9493 9573 9508 9494 9574 
-17711 9508 9494 9574 5158 5151 5191 
-17712 1945 1938 1971 9521 9507 9573 
-17713 9521 9507 9573 9522 9508 9574 
-17714 9522 9508 9574 5165 5158 5191 
-17715 1931 1928 1971 9493 9487 9573 
-17716 9493 9487 9573 9494 9488 9574 
-17717 9494 9488 9574 5151 5148 5191 
-17718 1933 1937 1972 9497 9505 9575 
-17719 9497 9505 9575 9498 9506 9576 
-17720 9498 9506 9576 5153 5157 5192 
-17721 1937 1946 1972 9505 9523 9575 
-17722 9505 9523 9575 9506 9524 9576 
-17723 9506 9524 9576 5157 5166 5192 
-17724 1930 1933 1972 9491 9497 9575 
-17725 9491 9497 9575 9492 9498 9576 
-17726 9492 9498 9576 5150 5153 5192 
-17727 247 248 1906 5089 5091 9443 
-17728 5089 5091 9443 5090 5092 9444 
-17729 5090 5092 9444 891 892 5126 
-17730 233 234 1913 5061 5063 9457 
-17731 5061 5063 9457 5062 5064 9458 
-17732 5062 5064 9458 877 878 5133 
-17733 1960 1974 1975 9551 9579 9581 
-17734 9551 9579 9581 9552 9580 9582 
-17735 9552 9580 9582 5180 5194 5195 
-17736 235 236 1911 5065 5067 9453 
-17737 5065 5067 9453 5066 5068 9454 
-17738 5066 5068 9454 879 880 5131 
-17739 1960 1942 1974 9551 9515 9579 
-17740 9551 9515 9579 9552 9516 9580 
-17741 9552 9516 9580 5180 5162 5194 
-17742 1942 1936 1974 9515 9503 9579 
-17743 9515 9503 9579 9516 9504 9580 
-17744 9516 9504 9580 5162 5156 5194 
-17745 1944 1959 1973 9519 9549 9577 
-17746 9519 9549 9577 9520 9550 9578 
-17747 9520 9550 9578 5164 5179 5193 
-17748 1933 1936 1937 9497 9503 9505 
-17749 9497 9503 9505 9498 9504 9506 
-17750 9498 9504 9506 5153 5156 5157 
-17751 1951 1977 1978 9533 9585 9587 
-17752 9533 9585 9587 9534 9586 9588 
-17753 9534 9586 9588 5171 5197 5198 
-17754 1937 1942 1944 9505 9515 9519 
-17755 9505 9515 9519 9506 9516 9520 
-17756 9506 9516 9520 5157 5162 5164 
-17757 1946 1944 1953 9523 9519 9537 
-17758 9523 9519 9537 9524 9520 9538 
-17759 9524 9520 9538 5166 5164 5173 
-17760 245 246 1916 5085 5087 9463 
-17761 5085 5087 9463 5086 5088 9464 
-17762 5086 5088 9464 889 890 5136 
-17763 1947 1976 1977 9525 9583 9585 
-17764 9525 9583 9585 9526 9584 9586 
-17765 9526 9584 9586 5167 5196 5197 
-17766 239 240 1908 5073 5075 9447 
-17767 5073 5075 9447 5074 5076 9448 
-17768 5074 5076 9448 883 884 5128 
-17769 1974 1952 1975 9579 9535 9581 
-17770 9579 9535 9581 9580 9536 9582 
-17771 9580 9536 9582 5194 5172 5195 
-17772 1944 1942 1959 9519 9515 9549 
-17773 9519 9515 9549 9520 9516 9550 
-17774 9520 9516 9550 5164 5162 5179 
-17775 1937 1936 1942 9505 9503 9515 
-17776 9505 9503 9515 9506 9504 9516 
-17777 9506 9504 9516 5157 5156 5162 
-17778 237 238 1914 5069 5071 9459 
-17779 5069 5071 9459 5070 5072 9460 
-17780 5070 5072 9460 881 882 5134 
-17781 243 244 1910 5081 5083 9451 
-17782 5081 5083 9451 5082 5084 9452 
-17783 5082 5084 9452 887 888 5130 
-17784 1953 1944 1973 9537 9519 9577 
-17785 9537 9519 9577 9538 9520 9578 
-17786 9538 9520 9578 5173 5164 5193 
-17787 1954 1953 1961 9539 9537 9553 
-17788 9539 9537 9553 9540 9538 9554 
-17789 9540 9538 9554 5174 5173 5181 
-17790 1941 1952 1974 9513 9535 9579 
-17791 9513 9535 9579 9514 9536 9580 
-17792 9514 9536 9580 5161 5172 5194 
-17793 1937 1944 1946 9505 9519 9523 
-17794 9505 9519 9523 9506 9520 9524 
-17795 9506 9520 9524 5157 5164 5166 
-17796 1946 1953 1954 9523 9537 9539 
-17797 9523 9537 9539 9524 9538 9540 
-17798 9524 9538 9540 5166 5173 5174 
-17799 14 241 1915 911 5077 9461 
-17800 911 5077 9461 912 5078 9462 
-17801 912 5078 9462 76 885 5135 
-17802 1941 1950 1952 9513 9531 9535 
-17803 9513 9531 9535 9514 9532 9536 
-17804 9514 9532 9536 5161 5170 5172 
-17805 1933 1934 1936 9497 9499 9503 
-17806 9497 9499 9503 9498 9500 9504 
-17807 9498 9500 9504 5153 5154 5156 
-17808 1959 1942 1960 9549 9515 9551 
-17809 9549 9515 9551 9550 9516 9552 
-17810 9550 9516 9552 5179 5162 5180 
-17811 1936 1941 1974 9503 9513 9579 
-17812 9503 9513 9579 9504 9514 9580 
-17813 9504 9514 9580 5156 5161 5194 
-17814 1951 1947 1977 9533 9525 9585 
-17815 9533 9525 9585 9534 9526 9586 
-17816 9534 9526 9586 5171 5167 5197 
-17817 257 258 1919 5109 5111 9469 
-17818 5109 5111 9469 5110 5112 9470 
-17819 5110 5112 9470 901 902 5139 
-17820 259 260 1912 5113 5115 9455 
-17821 5113 5115 9455 5114 5116 9456 
-17822 5114 5116 9456 903 904 5132 
-17823 1947 1934 1976 9525 9499 9583 
-17824 9525 9499 9583 9526 9500 9584 
-17825 9526 9500 9584 5167 5154 5196 
-17826 261 262 1918 5117 5119 9467 
-17827 5117 5119 9467 5118 5120 9468 
-17828 5118 5120 9468 905 906 5138 
-17829 1934 1932 1976 9499 9495 9583 
-17830 9499 9495 9583 9500 9496 9584 
-17831 9500 9496 9584 5154 5152 5196 
-17832 263 264 1905 5121 5123 9441 
-17833 5121 5123 9441 5122 5124 9442 
-17834 5122 5124 9442 907 908 5125 
-17835 1936 1934 1941 9503 9499 9513 
-17836 9503 9499 9513 9504 9500 9514 
-17837 9504 9500 9514 5156 5154 5161 
-17838 255 256 1907 5105 5107 9445 
-17839 5105 5107 9445 5106 5108 9446 
-17840 5106 5108 9446 899 900 5127 
-17841 1943 1938 1945 9517 9507 9521 
-17842 9517 9507 9521 9518 9508 9522 
-17843 9518 9508 9522 5163 5158 5165 
-17844 1952 1950 1962 9535 9531 9555 
-17845 9535 9531 9555 9536 9532 9556 
-17846 9536 9532 9556 5172 5170 5182 
-17847 253 254 1917 5101 5103 9465 
-17848 5101 5103 9465 5102 5104 9466 
-17849 5102 5104 9466 897 898 5137 
-17850 1955 1945 1956 9541 9521 9543 
-17851 9541 9521 9543 9542 9522 9544 
-17852 9542 9522 9544 5175 5165 5176 
-17853 1977 1949 1978 9585 9529 9587 
-17854 9585 9529 9587 9586 9530 9588 
-17855 9586 9530 9588 5197 5169 5198 
-17856 1933 1932 1934 9497 9495 9499 
-17857 9497 9495 9499 9498 9496 9500 
-17858 9498 9496 9500 5153 5152 5154 
-17859 1930 1932 1933 9491 9495 9497 
-17860 9491 9495 9497 9492 9496 9498 
-17861 9492 9496 9498 5150 5152 5153 
-17862 1940 1949 1977 9511 9529 9585 
-17863 9511 9529 9585 9512 9530 9586 
-17864 9512 9530 9586 5160 5169 5197 
-17865 1943 1945 1955 9517 9521 9541 
-17866 9517 9521 9541 9518 9522 9542 
-17867 9518 9522 9542 5163 5165 5175 
-17868 1941 1947 1950 9513 9525 9531 
-17869 9513 9525 9531 9514 9526 9532 
-17870 9514 9526 9532 5161 5167 5170 
-17871 1958 1948 1963 9547 9527 9557 
-17872 9547 9527 9557 9548 9528 9558 
-17873 9548 9528 9558 5178 5168 5183 
-17874 1935 1939 1940 9501 9509 9511 
-17875 9501 9509 9511 9502 9510 9512 
-17876 9502 9510 9512 5155 5159 5160 
-17877 1940 1948 1949 9511 9527 9529 
-17878 9511 9527 9529 9512 9528 9530 
-17879 9512 9528 9530 5160 5168 5169 
-17880 1941 1934 1947 9513 9499 9525 
-17881 9513 9499 9525 9514 9500 9526 
-17882 9514 9500 9526 5161 5154 5167 
-17883 1935 1940 1976 9501 9511 9583 
-17884 9501 9511 9583 9502 9512 9584 
-17885 9502 9512 9584 5155 5160 5196 
-17886 250 251 1909 5095 5097 9449 
-17887 5095 5097 9449 5096 5098 9450 
-17888 5096 5098 9450 894 895 5129 
-17889 1976 1940 1977 9583 9511 9585 
-17890 9583 9511 9585 9584 9512 9586 
-17891 9584 9512 9586 5196 5160 5197 
-17892 1932 1935 1976 9495 9501 9583 
-17893 9495 9501 9583 9496 9502 9584 
-17894 9496 9502 9584 5152 5155 5196 
-17895 1943 1955 1957 9517 9541 9545 
-17896 9517 9541 9545 9518 9542 9546 
-17897 9518 9542 9546 5163 5175 5177 
-17898 1940 1939 1948 9511 9509 9527 
-17899 9511 9509 9527 9512 9510 9528 
-17900 9512 9510 9528 5160 5159 5168 
-17901 1949 1948 1958 9529 9527 9547 
-17902 9529 9527 9547 9530 9528 9548 
-17903 9530 9528 9548 5169 5168 5178 
-17904 1939 1938 1943 9509 9507 9517 
-17905 9509 9507 9517 9510 9508 9518 
-17906 9510 9508 9518 5159 5158 5163 
-17907 1935 1931 1938 9501 9493 9507 
-17908 9501 9493 9507 9502 9494 9508 
-17909 9502 9494 9508 5155 5151 5158 
-17910 1935 1938 1939 9501 9507 9509 
-17911 9501 9507 9509 9502 9508 9510 
-17912 9502 9508 9510 5155 5158 5159 
-17913 1950 1947 1951 9531 9525 9533 
-17914 9531 9525 9533 9532 9526 9534 
-17915 9532 9526 9534 5170 5167 5171 
-17916 1962 1950 1979 9555 9531 9589 
-17917 9555 9531 9589 9556 9532 9590 
-17918 9556 9532 9590 5182 5170 5199 
-17919 1963 1948 1980 9557 9527 9591 
-17920 9557 9527 9591 9558 9528 9592 
-17921 9558 9528 9592 5183 5168 5200 
-17922 15 249 1920 913 5093 9471 
-17923 913 5093 9471 914 5094 9472 
-17924 914 5094 9472 77 893 5140 
-17925 1943 1957 1980 9517 9545 9591 
-17926 9517 9545 9591 9518 9546 9592 
-17927 9518 9546 9592 5163 5177 5200 
-17928 1939 1943 1980 9509 9517 9591 
-17929 9509 9517 9591 9510 9518 9592 
-17930 9510 9518 9592 5159 5163 5200 
-17931 1932 1931 1935 9495 9493 9501 
-17932 9495 9493 9501 9496 9494 9502 
-17933 9496 9494 9502 5152 5151 5155 
-17934 1948 1939 1980 9527 9509 9591 
-17935 9527 9509 9591 9528 9510 9592 
-17936 9528 9510 9592 5168 5159 5200 
-17937 1950 1951 1979 9531 9533 9589 
-17938 9531 9533 9589 9532 9534 9590 
-17939 9532 9534 9590 5170 5171 5199 
-17940 1930 1931 1932 9491 9493 9495 
-17941 9491 9493 9495 9492 9494 9496 
-17942 9492 9494 9496 5150 5151 5152 
-17943 1929 1930 1972 9489 9491 9575 
-17944 9489 9491 9575 9490 9492 9576 
-17945 9490 9492 9576 5149 5150 5192 
-17946 1930 1928 1931 9491 9487 9493 
-17947 9491 9487 9493 9492 9488 9494 
-17948 9492 9488 9494 5150 5148 5151 
-17949 1929 1928 1930 9489 9487 9491 
-17950 9489 9487 9491 9490 9488 9492 
-17951 9490 9488 9492 5149 5148 5150 
-17952 1968 1964 1969 9567 9559 9569 
-17953 9567 9559 9569 9568 9560 9570 
-17954 9568 9560 9570 5188 5184 5189 
-17955 1966 1965 1967 9563 9561 9565 
-17956 9563 9561 9565 9564 9562 9566 
-17957 9564 9562 9566 5186 5185 5187 
-17958 1926 1928 1929 9483 9487 9489 
-17959 9483 9487 9489 9484 9488 9490 
-17960 9484 9488 9490 5146 5148 5149 
-17961 1928 1927 1971 9487 9485 9573 
-17962 9487 9485 9573 9488 9486 9574 
-17963 9488 9486 9574 5148 5147 5191 
-17964 1927 1964 1968 9485 9559 9567 
-17965 9485 9559 9567 9486 9560 9568 
-17966 9486 9560 9568 5147 5184 5188 
-17967 1925 1965 1966 9481 9561 9563 
-17968 9481 9561 9563 9482 9562 9564 
-17969 9482 9562 9564 5145 5185 5186 
-17970 1927 1924 1964 9485 9479 9559 
-17971 9485 9479 9559 9486 9480 9560 
-17972 9486 9480 9560 5147 5144 5184 
-17973 1926 1927 1928 9483 9485 9487 
-17974 9483 9485 9487 9484 9486 9488 
-17975 9484 9486 9488 5146 5147 5148 
-17976 1925 1926 1965 9481 9483 9561 
-17977 9481 9483 9561 9482 9484 9562 
-17978 9482 9484 9562 5145 5146 5185 
-17979 1926 1924 1927 9483 9479 9485 
-17980 9483 9479 9485 9484 9480 9486 
-17981 9484 9480 9486 5146 5144 5147 
-17982 1925 1924 1926 9481 9479 9483 
-17983 9481 9479 9483 9482 9480 9484 
-17984 9482 9480 9484 5145 5144 5146 
-17985 1923 1924 1925 9477 9479 9481 
-17986 9477 9479 9481 9478 9480 9482 
-17987 9478 9480 9482 5143 5144 5145 
-17988 1959 1960 1981 9549 9551 9593 
-17989 9549 9551 9593 9550 9552 9594 
-17990 9550 9552 9594 5179 5180 5201 
-17991 1910 1983 2010 9451 9597 9651 
-17992 9451 9597 9651 9452 9598 9652 
-17993 9452 9598 9652 5130 5203 5230 
-17994 1923 1922 1924 9477 9475 9479 
-17995 9477 9475 9479 9478 9476 9480 
-17996 9478 9476 9480 5143 5142 5144 
-17997 1988 1961 2003 9607 9553 9637 
-17998 9607 9553 9637 9608 9554 9638 
-17999 9608 9554 9638 5208 5181 5223 
-18000 1978 1949 1983 9587 9529 9597 
-18001 9587 9529 9597 9588 9530 9598 
-18002 9588 9530 9598 5198 5169 5203 
-18003 1969 1964 1984 9569 9559 9599 
-18004 9569 9559 9599 9570 9560 9600 
-18005 9570 9560 9600 5189 5184 5204 
-18006 1949 1958 1983 9529 9547 9597 
-18007 9529 9547 9597 9530 9548 9598 
-18008 9530 9548 9598 5169 5178 5203 
-18009 2003 1961 2007 9637 9553 9645 
-18010 9637 9553 9645 9638 9554 9646 
-18011 9638 9554 9646 5223 5181 5227 
-18012 1905 1922 1923 9441 9475 9477 
-18013 9441 9475 9477 9442 9476 9478 
-18014 9442 9476 9478 5125 5142 5143 
-18015 1979 1951 1985 9589 9533 9601 
-18016 9589 9533 9601 9590 9534 9602 
-18017 9590 9534 9602 5199 5171 5205 
-18018 1916 1985 1987 9463 9601 9605 
-18019 9463 9601 9605 9464 9602 9606 
-18020 9464 9602 9606 5136 5205 5207 
-18021 1954 1961 1986 9539 9553 9603 
-18022 9539 9553 9603 9540 9554 9604 
-18023 9540 9554 9604 5174 5181 5206 
-18024 1978 1983 1987 9587 9597 9605 
-18025 9587 9597 9605 9588 9598 9606 
-18026 9588 9598 9606 5198 5203 5207 
-18027 1964 1922 1984 9559 9475 9599 
-18028 9559 9475 9599 9560 9476 9600 
-18029 9560 9476 9600 5184 5142 5204 
-18030 1983 1910 1987 9597 9451 9605 
-18031 9597 9451 9605 9598 9452 9606 
-18032 9598 9452 9606 5203 5130 5207 
-18033 1905 1923 1995 9441 9477 9621 
-18034 9441 9477 9621 9442 9478 9622 
-18035 9442 9478 9622 5125 5143 5215 
-18036 1966 1967 2001 9563 9565 9633 
-18037 9563 9565 9633 9564 9566 9634 
-18038 9564 9566 9634 5186 5187 5221 
-18039 1952 1962 2002 9535 9555 9635 
-18040 9535 9555 9635 9536 9556 9636 
-18041 9536 9556 9636 5172 5182 5222 
-18042 1980 1957 2005 9591 9545 9641 
-18043 9591 9545 9641 9592 9546 9642 
-18044 9592 9546 9642 5200 5177 5225 
-18045 1951 1978 1985 9533 9587 9601 
-18046 9533 9587 9601 9534 9588 9602 
-18047 9534 9588 9602 5171 5198 5205 
-18048 1923 1925 2006 9477 9481 9643 
-18049 9477 9481 9643 9478 9482 9644 
-18050 9478 9482 9644 5143 5145 5226 
-18051 1953 1973 2007 9537 9577 9645 
-18052 9537 9577 9645 9538 9578 9646 
-18053 9538 9578 9646 5173 5193 5227 
-18054 1908 1993 2005 9447 9617 9641 
-18055 9447 9617 9641 9448 9618 9642 
-18056 9448 9618 9642 5128 5213 5225 
-18057 1967 1954 1986 9565 9539 9603 
-18058 9565 9539 9603 9566 9540 9604 
-18059 9566 9540 9604 5187 5174 5206 
-18060 1981 1917 2014 9593 9465 9659 
-18061 9593 9465 9659 9594 9466 9660 
-18062 9594 9466 9660 5201 5137 5234 
-18063 1959 1981 2014 9549 9593 9659 
-18064 9549 9593 9659 9550 9594 9660 
-18065 9550 9594 9660 5179 5201 5234 
-18066 1916 1987 2008 9463 9605 9647 
-18067 9463 9605 9647 9464 9606 9648 
-18068 9464 9606 9648 5136 5207 5228 
-18069 1969 1913 1989 9569 9457 9609 
-18070 9569 9457 9609 9570 9458 9610 
-18071 9570 9458 9610 5189 5133 5209 
-18072 16 257 1988 915 5109 9607 
-18073 915 5109 9607 916 5110 9608 
-18074 916 5110 9608 78 901 5208 
-18075 257 1919 1988 5109 9469 9607 
-18076 5109 9469 9607 5110 9470 9608 
-18077 5110 9470 9608 901 5139 5208 
-18078 1984 1921 2011 9599 9473 9653 
-18079 9599 9473 9653 9600 9474 9654 
-18080 9600 9474 9654 5204 5141 5231 
-18081 1905 1921 1922 9441 9473 9475 
-18082 9441 9473 9475 9442 9474 9476 
-18083 9442 9474 9476 5125 5141 5142 
-18084 1920 1999 2002 9471 9629 9635 
-18085 9471 9629 9635 9472 9630 9636 
-18086 9472 9630 9636 5140 5219 5222 
-18087 1955 1956 2004 9541 9543 9639 
-18088 9541 9543 9639 9542 9544 9640 
-18089 9542 9544 9640 5175 5176 5224 
-18090 1998 1981 2009 9627 9593 9649 
-18091 9627 9593 9649 9628 9594 9650 
-18092 9628 9594 9650 5218 5201 5229 
-18093 1981 1960 2009 9593 9551 9649 
-18094 9593 9551 9649 9594 9552 9650 
-18095 9594 9552 9650 5201 5180 5229 
-18096 264 13 1921 5123 909 9473 
-18097 5123 909 9473 5124 910 9474 
-18098 5124 910 9474 908 75 5141 
-18099 1905 264 1921 9441 5123 9473 
-18100 9441 5123 9473 9442 5124 9474 
-18101 9442 5124 9474 5125 908 5141 
-18102 248 15 2000 5091 913 9631 
-18103 5091 913 9631 5092 914 9632 
-18104 5092 914 9632 892 77 5220 
-18105 1906 248 2000 9443 5091 9631 
-18106 9443 5091 9631 9444 5092 9632 
-18107 9444 5092 9632 5126 892 5220 
-18108 1916 246 1990 9463 5087 9611 
-18109 9463 5087 9611 9464 5088 9612 
-18110 9464 5088 9612 5136 890 5210 
-18111 1911 236 1991 9453 5067 9613 
-18112 9453 5067 9613 9454 5068 9614 
-18113 9454 5068 9614 5131 880 5211 
-18114 239 1908 1992 5073 9447 9615 
-18115 5073 9447 9615 5074 9448 9616 
-18116 5074 9448 9616 883 5128 5212 
-18117 237 1914 1991 5069 9459 9613 
-18118 5069 9459 9613 5070 9460 9614 
-18119 5070 9460 9614 881 5134 5211 
-18120 1908 240 1993 9447 5075 9617 
-18121 9447 5075 9617 9448 5076 9618 
-18122 9448 5076 9618 5128 884 5213 
-18123 247 1906 1990 5089 9443 9611 
-18124 5089 9443 9611 5090 9444 9612 
-18125 5090 9444 9612 891 5126 5210 
-18126 1914 238 1992 9459 5071 9615 
-18127 9459 5071 9615 9460 5072 9616 
-18128 9460 5072 9616 5134 882 5212 
-18129 246 247 1990 5087 5089 9611 
-18130 5087 5089 9611 5088 5090 9612 
-18131 5088 5090 9612 890 891 5210 
-18132 14 1915 1993 911 9461 9617 
-18133 911 9461 9617 912 9462 9618 
-18134 912 9462 9618 76 5135 5213 
-18135 236 237 1991 5067 5069 9613 
-18136 5067 5069 9613 5068 5070 9614 
-18137 5068 5070 9614 880 881 5211 
-18138 238 239 1992 5071 5073 9615 
-18139 5071 5073 9615 5072 5074 9616 
-18140 5072 5074 9616 882 883 5212 
-18141 240 14 1993 5075 911 9617 
-18142 5075 911 9617 5076 912 9618 
-18143 5076 912 9618 884 76 5213 
-18144 260 261 1996 5115 5117 9623 
-18145 5115 5117 9623 5116 5118 9624 
-18146 5116 5118 9624 904 905 5216 
-18147 259 1912 1994 5113 9455 9619 
-18148 5113 9455 9619 5114 9456 9620 
-18149 5114 9456 9620 903 5132 5214 
-18150 1912 260 1996 9455 5115 9623 
-18151 9455 5115 9623 9456 5116 9624 
-18152 9456 5116 9624 5132 904 5216 
-18153 258 259 1994 5111 5113 9619 
-18154 5111 5113 9619 5112 5114 9620 
-18155 5112 5114 9620 902 903 5214 
-18156 1919 258 1994 9469 5111 9619 
-18157 9469 5111 9619 9470 5112 9620 
-18158 9470 5112 9620 5139 902 5214 
-18159 1918 262 1995 9467 5119 9621 
-18160 9467 5119 9621 9468 5120 9622 
-18161 9468 5120 9622 5138 906 5215 
-18162 262 263 1995 5119 5121 9621 
-18163 5119 5121 9621 5120 5122 9622 
-18164 5120 5122 9622 906 907 5215 
-18165 263 1905 1995 5121 9441 9621 
-18166 5121 9441 9621 5122 9442 9622 
-18167 5122 9442 9622 907 5125 5215 
-18168 254 255 1997 5103 5105 9625 
-18169 5103 5105 9625 5104 5106 9626 
-18170 5104 5106 9626 898 899 5217 
-18171 261 1918 1996 5117 9467 9623 
-18172 5117 9467 9623 5118 9468 9624 
-18173 5118 9468 9624 905 5138 5216 
-18174 255 1907 1997 5105 9445 9625 
-18175 5105 9445 9625 5106 9446 9626 
-18176 5106 9446 9626 899 5127 5217 
-18177 1917 254 1997 9465 5103 9625 
-18178 9465 5103 9625 9466 5104 9626 
-18179 9466 5104 9626 5137 898 5217 
-18180 251 252 1998 5097 5099 9627 
-18181 5097 5099 9627 5098 5100 9628 
-18182 5098 5100 9628 895 896 5218 
-18183 249 250 1999 5093 5095 9629 
-18184 5093 5095 9629 5094 5096 9630 
-18185 5094 5096 9630 893 894 5219 
-18186 1909 251 1998 9449 5097 9627 
-18187 9449 5097 9627 9450 5098 9628 
-18188 9450 5098 9628 5129 895 5218 
-18189 250 1909 1999 5095 9449 9629 
-18190 5095 9449 9629 5096 9450 9630 
-18191 5096 9450 9630 894 5129 5219 
-18192 1920 249 1999 9471 5093 9629 
-18193 9471 5093 9629 9472 5094 9630 
-18194 9472 5094 9630 5140 893 5219 
-18195 15 1920 2000 913 9471 9631 
-18196 913 9471 9631 914 9472 9632 
-18197 914 9472 9632 77 5140 5220 
-18198 256 16 2003 5107 915 9637 
-18199 5107 915 9637 5108 916 9638 
-18200 5108 916 9638 900 78 5223 
-18201 1975 1952 2002 9581 9535 9635 
-18202 9581 9535 9635 9582 9536 9636 
-18203 9582 9536 9636 5195 5172 5222 
-18204 245 1916 2008 5085 9463 9647 
-18205 5085 9463 9647 5086 9464 9648 
-18206 5086 9464 9648 889 5136 5228 
-18207 1910 244 2008 9451 5083 9647 
-18208 9451 5083 9647 9452 5084 9648 
-18209 9452 5084 9648 5130 888 5228 
-18210 1907 256 2003 9445 5107 9637 
-18211 9445 5107 9637 9446 5108 9638 
-18212 9446 5108 9638 5127 900 5223 
-18213 242 243 2010 5079 5081 9651 
-18214 5079 5081 9651 5080 5082 9652 
-18215 5080 5082 9652 886 887 5230 
-18216 1960 1975 2009 9551 9581 9649 
-18217 9551 9581 9649 9552 9582 9650 
-18218 9552 9582 9650 5180 5195 5229 
-18219 233 1913 2011 5061 9457 9653 
-18220 5061 9457 9653 5062 9458 9654 
-18221 5062 9458 9654 877 5133 5231 
-18222 1985 1978 1987 9601 9587 9605 
-18223 9601 9587 9605 9602 9588 9606 
-18224 9602 9588 9606 5205 5198 5207 
-18225 1982 242 2010 9595 5079 9651 
-18226 9595 5079 9651 9596 5080 9652 
-18227 9596 5080 9652 5202 886 5230 
-18228 1963 1980 2005 9557 9591 9641 
-18229 9557 9591 9641 9558 9592 9642 
-18230 9558 9592 9642 5183 5200 5225 
-18231 253 1917 2012 5101 9465 9655 
-18232 5101 9465 9655 5102 9466 9656 
-18233 5102 9466 9656 897 5137 5232 
-18234 1917 1981 2012 9465 9593 9655 
-18235 9465 9593 9655 9466 9594 9656 
-18236 9466 9594 9656 5137 5201 5232 
-18237 1966 2001 2015 9563 9633 9661 
-18238 9563 9633 9661 9564 9634 9662 
-18239 9564 9634 9662 5186 5221 5235 
-18240 1981 1998 2012 9593 9627 9655 
-18241 9593 9627 9655 9594 9628 9656 
-18242 9594 9628 9656 5201 5218 5232 
-18243 1994 1912 2001 9619 9455 9633 
-18244 9619 9455 9633 9620 9456 9634 
-18245 9620 9456 9634 5214 5132 5221 
-18246 1925 1966 2006 9481 9563 9643 
-18247 9481 9563 9643 9482 9564 9644 
-18248 9482 9564 9644 5145 5186 5226 
-18249 1961 1953 2007 9553 9537 9645 
-18250 9553 9537 9645 9554 9538 9646 
-18251 9554 9538 9646 5181 5173 5227 
-18252 1913 1984 2011 9457 9599 9653 
-18253 9457 9599 9653 9458 9600 9654 
-18254 9458 9600 9654 5133 5204 5231 
-18255 244 245 2008 5083 5085 9647 
-18256 5083 5085 9647 5084 5086 9648 
-18257 5084 5086 9648 888 889 5228 
-18258 243 1910 2010 5081 9451 9651 
-18259 5081 9451 9651 5082 9452 9652 
-18260 5082 9452 9652 887 5130 5230 
-18261 1967 1986 2001 9565 9603 9633 
-18262 9565 9603 9633 9566 9604 9634 
-18263 9566 9604 9634 5187 5206 5221 
-18264 1917 1997 2014 9465 9625 9659 
-18265 9465 9625 9659 9466 9626 9660 
-18266 9466 9626 9660 5137 5217 5234 
-18267 13 233 2011 909 5061 9653 
-18268 909 5061 9653 910 5062 9654 
-18269 910 5062 9654 75 877 5231 
-18270 252 253 2012 5099 5101 9655 
-18271 5099 5101 9655 5100 5102 9656 
-18272 5100 5102 9656 896 897 5232 
-18273 16 1988 2003 915 9607 9637 
-18274 915 9607 9637 916 9608 9638 
-18275 916 9608 9638 78 5208 5223 
-18276 1957 1955 2013 9545 9541 9657 
-18277 9545 9541 9657 9546 9542 9658 
-18278 9546 9542 9658 5177 5175 5233 
-18279 1987 1910 2008 9605 9451 9647 
-18280 9605 9451 9647 9606 9452 9648 
-18281 9606 9452 9648 5207 5130 5228 
-18282 1973 1959 2014 9577 9549 9659 
-18283 9577 9549 9659 9578 9550 9660 
-18284 9578 9550 9660 5193 5179 5234 
-18285 1955 2004 2013 9541 9639 9657 
-18286 9541 9639 9657 9542 9640 9658 
-18287 9542 9640 9658 5175 5224 5233 
-18288 1911 1991 2004 9453 9613 9639 
-18289 9453 9613 9639 9454 9614 9640 
-18290 9454 9614 9640 5131 5211 5224 
-18291 1921 13 2011 9473 909 9653 
-18292 9473 909 9653 9474 910 9654 
-18293 9474 910 9654 5141 75 5231 
-18294 1998 252 2012 9627 5099 9655 
-18295 9627 5099 9655 9628 5100 9656 
-18296 9628 5100 9656 5218 896 5232 
-18297 2001 1912 2015 9633 9455 9661 
-18298 9633 9455 9661 9634 9456 9662 
-18299 9634 9456 9662 5221 5132 5235 
-18300 1907 2003 2007 9445 9637 9645 
-18301 9445 9637 9645 9446 9638 9646 
-18302 9446 9638 9646 5127 5223 5227 
-18303 2006 1966 2015 9643 9563 9661 
-18304 9643 9563 9661 9644 9564 9662 
-18305 9644 9564 9662 5226 5186 5235 
-18306 1909 1998 2009 9449 9627 9649 
-18307 9449 9627 9649 9450 9628 9650 
-18308 9450 9628 9650 5129 5218 5229 
-18309 1912 1996 2015 9455 9623 9661 
-18310 9455 9623 9661 9456 9624 9662 
-18311 9456 9624 9662 5132 5216 5235 
-3 5 6 942
-18312 2087 2028 2088 9805 9687 9807 
-18313 9805 9687 9807 9806 9688 9808 
-18314 9806 9688 9808 5379 5320 5380 
-18315 2091 2092 2117 9813 9815 9865 
-18316 9813 9815 9865 9814 9816 9866 
-18317 9814 9816 9866 5383 5384 5409 
-18318 270 271 2125 5246 5248 9881 
-18319 5246 5248 9881 5247 5249 9882 
-18320 5247 5249 9882 922 923 5417 
-18321 2088 2028 2096 9807 9687 9823 
-18322 9807 9687 9823 9808 9688 9824 
-18323 9808 9688 9824 5380 5320 5388 
-18324 297 298 2126 5300 5302 9883 
-18325 5300 5302 9883 5301 5303 9884 
-18326 5301 5303 9884 949 950 5418 
-18327 2016 2091 2117 9663 9813 9865 
-18328 9663 9813 9865 9664 9814 9866 
-18329 9664 9814 9866 5308 5383 5409 
-18330 2024 2084 2085 9679 9799 9801 
-18331 9679 9799 9801 9680 9800 9802 
-18332 9680 9800 9802 5316 5376 5377 
-18333 2129 2080 2147 9889 9791 9925 
-18334 9889 9791 9925 9890 9792 9926 
-18335 9890 9792 9926 5421 5372 5439 
-18336 2108 2118 2136 9847 9867 9903 
-18337 9847 9867 9903 9848 9868 9904 
-18338 9848 9868 9904 5400 5410 5428 
-18339 2115 2080 2129 9861 9791 9889 
-18340 9861 9791 9889 9862 9792 9890 
-18341 9862 9792 9890 5407 5372 5421 
-18342 2025 2129 2147 9681 9889 9925 
-18343 9681 9889 9925 9682 9890 9926 
-18344 9682 9890 9926 5317 5421 5439 
-18345 2093 2030 2099 9817 9691 9829 
-18346 9817 9691 9829 9818 9692 9830 
-18347 9818 9692 9830 5385 5322 5391 
-18348 2119 2123 2128 9869 9877 9887 
-18349 9869 9877 9887 9870 9878 9888 
-18350 9870 9878 9888 5411 5415 5420 
-18351 2126 2103 2143 9883 9837 9917 
-18352 9883 9837 9917 9884 9838 9918 
-18353 9884 9838 9918 5418 5395 5435 
-18354 2099 2030 2117 9829 9691 9865 
-18355 9829 9691 9865 9830 9692 9866 
-18356 9830 9692 9866 5391 5322 5409 
-18357 2091 2016 2131 9813 9663 9893 
-18358 9813 9663 9893 9814 9664 9894 
-18359 9814 9664 9894 5383 5308 5423 
-18360 2018 2126 2143 9667 9883 9917 
-18361 9667 9883 9917 9668 9884 9918 
-18362 9668 9884 9918 5310 5418 5435 
-18363 2132 2090 2152 9895 9811 9935 
-18364 9895 9811 9935 9896 9812 9936 
-18365 9896 9812 9936 5424 5382 5444 
-18366 2091 2131 2151 9813 9893 9933 
-18367 9813 9893 9933 9814 9894 9934 
-18368 9814 9894 9934 5383 5423 5443 
-18369 2118 2023 2136 9867 9677 9903 
-18370 9867 9677 9903 9868 9678 9904 
-18371 9868 9678 9904 5410 5315 5428 
-18372 2092 2099 2117 9815 9829 9865 
-18373 9815 9829 9865 9816 9830 9866 
-18374 9816 9830 9866 5384 5391 5409 
-18375 2133 2132 2152 9897 9895 9935 
-18376 9897 9895 9935 9898 9896 9936 
-18377 9898 9896 9936 5425 5424 5444 
-18378 2074 2119 2121 9779 9869 9873 
-18379 9779 9869 9873 9780 9870 9874 
-18380 9780 9870 9874 5366 5411 5413 
-18381 2017 270 2125 9665 5246 9881 
-18382 9665 5246 9881 9666 5247 9882 
-18383 9666 5247 9882 5309 922 5417 
-18384 271 2028 2125 5248 9687 9881 
-18385 5248 9687 9881 5249 9688 9882 
-18386 5249 9688 9882 923 5320 5417 
-18387 2018 297 2126 9667 5300 9883 
-18388 9667 5300 9883 9668 5301 9884 
-18389 9668 5301 9884 5310 949 5418 
-18390 2123 2027 2128 9877 9685 9887 
-18391 9877 9685 9887 9878 9686 9888 
-18392 9878 9686 9888 5415 5319 5420 
-18393 2084 2024 2118 9799 9679 9867 
-18394 9799 9679 9867 9800 9680 9868 
-18395 9800 9680 9868 5376 5316 5410 
-18396 298 2124 2126 5302 9879 9883 
-18397 5302 9879 9883 5303 9880 9884 
-18398 5303 9880 9884 950 5416 5418 
-18399 2088 2096 2120 9807 9823 9871 
-18400 9807 9823 9871 9808 9824 9872 
-18401 9808 9824 9872 5380 5388 5412 
-18402 2120 2096 2142 9871 9823 9915 
-18403 9871 9823 9915 9872 9824 9916 
-18404 9872 9824 9916 5412 5388 5434 
-18405 2090 2132 2138 9811 9895 9907 
-18406 9811 9895 9907 9812 9896 9908 
-18407 9812 9896 9908 5382 5424 5430 
-18408 2031 2083 2148 9693 9797 9927 
-18409 9693 9797 9927 9694 9798 9928 
-18410 9694 9798 9928 5323 5375 5440 
-18411 2083 2031 2141 9797 9693 9913 
-18412 9797 9693 9913 9798 9694 9914 
-18413 9798 9694 9914 5375 5323 5433 
-18414 2119 2019 2121 9869 9669 9873 
-18415 9869 9669 9873 9870 9670 9874 
-18416 9870 9670 9874 5411 5311 5413 
-18417 2024 2085 2124 9679 9801 9879 
-18418 9679 9801 9879 9680 9802 9880 
-18419 9680 9802 9880 5316 5377 5416 
-18420 2086 2027 2123 9803 9685 9877 
-18421 9803 9685 9877 9804 9686 9878 
-18422 9804 9686 9878 5378 5319 5415 
-18423 2028 272 2096 9687 5250 9823 
-18424 9687 5250 9823 9688 5251 9824 
-18425 9688 5251 9824 5320 924 5388 
-18426 272 273 2096 5250 5252 9823 
-18427 5250 5252 9823 5251 5253 9824 
-18428 5251 5253 9824 924 925 5388 
-18429 2026 2097 2098 9683 9825 9827 
-18430 9683 9825 9827 9684 9826 9828 
-18431 9684 9826 9828 5318 5389 5390 
-18432 2028 2087 2125 9687 9805 9881 
-18433 9687 9805 9881 9688 9806 9882 
-18434 9688 9806 9882 5320 5379 5417 
-18435 2098 2074 2121 9827 9779 9873 
-18436 9827 9779 9873 9828 9780 9874 
-18437 9828 9780 9874 5390 5366 5413 
-18438 2134 2148 2153 9899 9927 9937 
-18439 9899 9927 9937 9900 9928 9938 
-18440 9900 9928 9938 5426 5440 5445 
-18441 2134 2031 2148 9899 9693 9927 
-18442 9899 9693 9927 9900 9694 9928 
-18443 9900 9694 9928 5426 5323 5440 
-18444 2017 2094 2115 9665 9819 9861 
-18445 9665 9819 9861 9666 9820 9862 
-18446 9666 9820 9862 5309 5386 5407 
-18447 2027 2086 2137 9685 9803 9905 
-18448 9685 9803 9905 9686 9804 9906 
-18449 9686 9804 9906 5319 5378 5429 
-18450 2108 2084 2118 9847 9799 9867 
-18451 9847 9799 9867 9848 9800 9868 
-18452 9848 9800 9868 5400 5376 5410 
-18453 2026 2098 2121 9683 9827 9873 
-18454 9683 9827 9873 9684 9828 9874 
-18455 9684 9828 9874 5318 5390 5413 
-18456 2032 2033 2097 9695 9697 9825 
-18457 9695 9697 9825 9696 9698 9826 
-18458 9696 9698 9826 5324 5325 5389 
-18459 2074 2098 2100 9779 9827 9831 
-18460 9779 9827 9831 9780 9828 9832 
-18461 9780 9828 9832 5366 5390 5392 
-18462 2073 2100 2102 9777 9831 9835 
-18463 9777 9831 9835 9778 9832 9836 
-18464 9778 9832 9836 5365 5392 5394 
-18465 2098 2095 2100 9827 9821 9831 
-18466 9827 9821 9831 9828 9822 9832 
-18467 9828 9822 9832 5390 5387 5392 
-18468 2073 2074 2100 9777 9779 9831 
-18469 9777 9779 9831 9778 9780 9832 
-18470 9778 9780 9832 5365 5366 5392 
-18471 2100 2038 2102 9831 9707 9835 
-18472 9831 9707 9835 9832 9708 9836 
-18473 9832 9708 9836 5392 5330 5394 
-18474 2095 2038 2100 9821 9707 9831 
-18475 9821 9707 9831 9822 9708 9832 
-18476 9822 9708 9832 5387 5330 5392 
-18477 2035 2038 2095 9701 9707 9821 
-18478 9701 9707 9821 9702 9708 9822 
-18479 9702 9708 9822 5327 5330 5387 
-18480 2099 2092 2101 9829 9815 9833 
-18481 9829 9815 9833 9830 9816 9834 
-18482 9830 9816 9834 5391 5384 5393 
-18483 2036 2099 2101 9703 9829 9833 
-18484 9703 9829 9833 9704 9830 9834 
-18485 9704 9830 9834 5328 5391 5393 
-18486 2040 2101 2116 9711 9833 9863 
-18487 9711 9833 9863 9712 9834 9864 
-18488 9712 9834 9864 5332 5393 5408 
-18489 2101 2092 2116 9833 9815 9863 
-18490 9833 9815 9863 9834 9816 9864 
-18491 9834 9816 9864 5393 5384 5408 
-18492 2040 2037 2101 9711 9705 9833 
-18493 9711 9705 9833 9712 9706 9834 
-18494 9712 9706 9834 5332 5329 5393 
-18495 2102 2042 2107 9835 9715 9845 
-18496 9835 9715 9845 9836 9716 9846 
-18497 9836 9716 9846 5394 5334 5399 
-18498 2073 2102 2107 9777 9835 9845 
-18499 9777 9835 9845 9778 9836 9846 
-18500 9778 9836 9846 5365 5394 5399 
-18501 2039 2042 2102 9709 9715 9835 
-18502 9709 9715 9835 9710 9716 9836 
-18503 9710 9716 9836 5331 5334 5394 
-18504 2049 2044 2104 9729 9719 9839 
-18505 9729 9719 9839 9730 9720 9840 
-18506 9730 9720 9840 5341 5336 5396 
-18507 2104 2040 2116 9839 9711 9863 
-18508 9839 9711 9863 9840 9712 9864 
-18509 9840 9712 9864 5396 5332 5408 
-18510 2063 2049 2104 9757 9729 9839 
-18511 9757 9729 9839 9758 9730 9840 
-18512 9758 9730 9840 5355 5341 5396 
-18513 2044 2041 2104 9719 9713 9839 
-18514 9719 9713 9839 9720 9714 9840 
-18515 9720 9714 9840 5336 5333 5396 
-18516 2079 2103 2110 9789 9837 9851 
-18517 9789 9837 9851 9790 9838 9852 
-18518 9790 9838 9852 5371 5395 5402 
-18519 2103 2076 2110 9837 9783 9851 
-18520 9837 9783 9851 9838 9784 9852 
-18521 9838 9784 9852 5395 5368 5402 
-18522 2076 2075 2110 9783 9781 9851 
-18523 9783 9781 9851 9784 9782 9852 
-18524 9784 9782 9852 5368 5367 5402 
-18525 2064 2090 2106 9759 9811 9843 
-18526 9759 9811 9843 9760 9812 9844 
-18527 9760 9812 9844 5356 5382 5398 
-18528 2075 2105 2111 9781 9841 9853 
-18529 9781 9841 9853 9782 9842 9854 
-18530 9782 9842 9854 5367 5397 5403 
-18531 17 265 2023 953 5236 9677 
-18532 953 5236 9677 954 5237 9678 
-18533 954 5237 9678 79 917 5315 
-18534 2107 2042 2109 9845 9715 9849 
-18535 9845 9715 9849 9846 9716 9850 
-18536 9846 9716 9850 5399 5334 5401 
-18537 2048 2045 2105 9727 9721 9841 
-18538 9727 9721 9841 9728 9722 9842 
-18539 9728 9722 9842 5340 5337 5397 
-18540 2045 2047 2105 9721 9725 9841 
-18541 9721 9725 9841 9722 9726 9842 
-18542 9722 9726 9842 5337 5339 5397 
-18543 2066 2107 2109 9763 9845 9849 
-18544 9763 9845 9849 9764 9846 9850 
-18545 9764 9846 9850 5358 5399 5401 
-18546 2057 2064 2106 9745 9759 9843 
-18547 9745 9759 9843 9746 9760 9844 
-18548 9746 9760 9844 5349 5356 5398 
-18549 280 281 2026 5266 5268 9683 
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-21941 10678 10704 10734 6027 6040 6055 
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-21943 10611 10635 10727 10612 10636 10728 
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-21948 2447 2528 2537 10525 10687 10705 
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-21953 10656 10730 10738 6016 6053 6057 
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-21964 10635 10595 10743 10636 10596 10744 
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-21967 10515 10683 10741 10516 10684 10742 
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-21970 10691 10505 10743 10692 10506 10744 
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-21973 10669 10517 10739 10670 10518 10740 
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-21980 10704 5913 10734 6040 1070 6055 
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-21984 2447 2536 2552 10525 10703 10735 
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-21991 10607 10717 10721 10608 10718 10722 
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-21994 10699 10503 10721 10700 10504 10722 
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-3 9 6 207
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-22058 6073 6075 10756 1094 1095 6110 
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-22073 6093 1116 10748 1104 96 6106 
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-22112 6103 6105 10780 1109 1110 6122 
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-22117 6104 6062 10779 6105 6063 10780 
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-22119 2568 2559 2579 10767 10749 10789 
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-22123 10759 10767 10789 10760 10768 10790 
-22124 10760 10768 10790 6112 6116 6127 
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-22127 6091 6093 10770 1103 1104 6117 
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-22130 6097 6099 10774 1106 1107 6119 
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-22217 10752 10770 10792 6108 6117 6128 
-3 10 6 78
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-22221 2582 2584 2586 10795 10799 10803 
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-22223 10796 10800 10804 6152 6154 6156 
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-22229 10800 10796 10802 6154 6152 6155 
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-22231 6139 6141 10797 6140 6142 10798 
-22232 6140 6142 10798 1122 1123 6153 
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-22235 10794 6138 10798 6151 1121 6153 
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-22238 10794 10798 10804 6151 6153 6156 
-22239 466 467 2583 6137 6139 10797 
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-22241 6138 6140 10798 1121 1122 6153 
-22242 467 37 457 6139 1132 6141 
-22243 6139 1132 6141 6140 1133 6142 
-22244 6140 1133 6142 1122 99 1123 
-22245 38 462 461 1128 6129 6149 
-22246 1128 6129 6149 1129 6130 6150 
-22247 1129 6130 6150 97 1117 1127 
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-22249 6129 6131 10801 6130 6132 10802 
-22250 6130 6132 10802 1117 1118 6155 
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-22253 6142 6144 10798 1123 1124 6153 
-22254 459 460 2582 6145 6147 10795 
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-22257 465 466 2581 6135 6137 10793 
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-22259 6136 6138 10794 1120 1121 6151 
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-22262 6150 6130 10802 1127 1117 6155 
-22263 463 464 2584 6131 6133 10799 
-22264 6131 6133 10799 6132 6134 10800 
-22265 6132 6134 10800 1118 1119 6154 
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-22267 6133 1130 10805 6134 1131 10806 
-22268 6134 1131 10806 1119 98 6157 
-22269 460 461 2585 6147 6149 10801 
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-22271 6148 6150 10802 1126 1127 6155 
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-22273 10795 6147 10801 10796 6148 10802 
-22274 10796 6148 10802 6152 1126 6155 
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-22279 10797 6143 10803 10798 6144 10804 
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-22282 6143 6145 10803 6144 6146 10804 
-22283 6144 6146 10804 1124 1125 6156 
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-22285 6145 10795 10803 6146 10796 10804 
-22286 6146 10796 10804 1125 6152 6156 
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-22288 10793 10799 10805 10794 10800 10806 
-22289 10794 10800 10806 6151 6154 6157 
-22290 465 2581 2587 6135 10793 10805 
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-22292 6136 10794 10806 1120 6151 6157 
-22293 2584 464 2587 10799 6133 10805 
-22294 10799 6133 10805 10800 6134 10806 
-22295 10800 6134 10806 6154 1119 6157 
-3 11 6 537
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-22297 10833 10829 10881 10834 10830 10882 
-22298 10834 10830 10882 6235 6233 6259 
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-22301 6181 6183 10834 1145 1146 6235 
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-22303 10819 10875 10877 10820 10876 10878 
-22304 10820 10876 10878 6228 6256 6257 
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-22307 6181 1169 6183 1145 101 1146 
-22308 2621 2590 2649 10873 10811 10929 
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-22317 485 486 2650 6212 6214 10931 
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-22323 2589 2632 2641 10809 10895 10913 
-22324 10809 10895 10913 10810 10896 10914 
-22325 10810 10896 10914 6223 6266 6275 
-22326 2632 2589 2644 10895 10809 10919 
-22327 10895 10809 10919 10896 10810 10920 
-22328 10896 10810 10920 6266 6223 6278 
-22329 2595 2627 2628 10821 10885 10887 
-22330 10821 10885 10887 10822 10886 10888 
-22331 10822 10886 10888 6229 6261 6262 
-22332 470 471 2601 6182 6184 10833 
-22333 6182 6184 10833 6183 6185 10834 
-22334 6183 6185 10834 1146 1147 6235 
-22335 471 2599 2601 6184 10829 10833 
-22336 6184 10829 10833 6185 10830 10834 
-22337 6185 10830 10834 1147 6233 6235 
-22338 2627 2595 2642 10885 10821 10915 
-22339 10885 10821 10915 10886 10822 10916 
-22340 10886 10822 10916 6261 6229 6276 
-22341 486 2595 2650 6214 10821 10931 
-22342 6214 10821 10931 6215 10822 10932 
-22343 6215 10822 10932 1162 6229 6284 
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-22345 10819 10877 10921 10820 10878 10922 
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-22347 2600 2627 2642 10831 10885 10915 
-22348 10831 10885 10915 10832 10886 10916 
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-22351 10879 10823 10881 10880 10824 10882 
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-22354 10823 10879 10893 10824 10880 10894 
-22355 10824 10880 10894 6230 6258 6265 
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-22359 2600 2642 2653 10831 10915 10937 
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-22363 6190 6192 10897 6191 6193 10898 
-22364 6191 6193 10898 1150 1151 6267 
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-22371 2630 2588 2643 10891 10807 10917 
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-22379 10876 10898 10914 6256 6267 6275 
-22380 2625 2596 2656 10881 10823 10943 
-22381 10881 10823 10943 10882 10824 10944 
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-22384 10901 10867 10903 10902 10868 10904 
-22385 10902 10868 10904 6269 6252 6270 
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-22388 10902 10816 10906 6269 6226 6271 
-22389 2637 2592 2640 10905 10815 10911 
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-22393 10925 10811 10933 10926 10812 10934 
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-22397 10868 10902 10906 6252 6269 6271 
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-22399 10807 10891 10923 10808 10892 10924 
-22400 10808 10892 10924 6222 6264 6280 
-22401 2647 2651 2659 10925 10933 10949 
-22402 10925 10933 10949 10926 10934 10950 
-22403 10926 10934 10950 6281 6285 6293 
-22404 2591 2636 2639 10813 10903 10909 
-22405 10813 10903 10909 10814 10904 10910 
-22406 10814 10904 10910 6225 6270 6273 
-22407 2636 2618 2639 10903 10867 10909 
-22408 10903 10867 10909 10904 10868 10910 
-22409 10904 10868 10910 6270 6252 6273 
-22410 2626 2591 2638 10883 10813 10907 
-22411 10883 10813 10907 10884 10814 10908 
-22412 10884 10814 10908 6260 6225 6272 
-22413 2643 2588 2648 10917 10807 10927 
-22414 10917 10807 10927 10918 10808 10928 
-22415 10918 10808 10928 6277 6222 6282 
-22416 494 2591 2626 6166 10813 10883 
-22417 6166 10813 10883 6167 10814 10884 
-22418 6167 10814 10884 1138 6225 6260 
-22419 2595 2628 2650 10821 10887 10931 
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-22421 10822 10888 10932 6229 6262 6284 
-22422 2641 2633 2654 10913 10897 10939 
-22423 10913 10897 10939 10914 10898 10940 
-22424 10914 10898 10940 6275 6267 6288 
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-$EndElements
diff --git a/dG3D/benchmarks/clustering/run.py b/dG3D/benchmarks/clustering/run.py
deleted file mode 100644
index 351208330af3adda3b44ab65cdcd2e471fef0789..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering/run.py
+++ /dev/null
@@ -1,88 +0,0 @@
-from gmshpy import *
-from dG3Dpy import*
-
-# material law
-lawnum1 = 11 # unique number of law
-E = 3E3 #MPa
-nu = 0.3
-K = E/3./(1.-2.*nu)	# Bulk mudulus
-mu =E/2./(1.+nu)	  # Shear mudulus
-rho = 7850e-9 # Bulk mass
-sy0 = 100. #MPa
-h = 100.
-law1   = J2SmallStrainDG3DMaterialLaw(lawnum1,rho,E,nu, 1e12,1e3) #dG3DLinearElasticMaterialLaw(lawnum1,rho,E,nu)
-
-lawnum2 = 12 # unique number of law
-E2 = E*100
-nu2 = 0.2
-law2   = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,1e12,1e3) #dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
-
-# geometry
-meshfile="Window.msh" # name of mesh file
-
-myfield1 = dG3DDomain(1000,51,0,lawnum1,0,3)
-myfield2 = dG3DDomain(1000,52,0,lawnum2,0,3)
-
-# solver
-sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
-soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
-nstep = 1  # number of step (used only if soltype=1)
-ftime =1  # Final time (used only if soltype=1)
-tol=1.e-5  # relative tolerance for NR scheme (used only if soltype=1)
-nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
-
-
-
-# creation of Solver
-mysolver = nonLinearMechSolver(1000)
-mysolver.loadModel(meshfile)
-mysolver.addDomain(myfield1)
-mysolver.addMaterialLaw(law1)
-mysolver.addDomain(myfield2)
-mysolver.addMaterialLaw(law2)
-mysolver.Scheme(soltype)
-mysolver.Solver(sol)
-mysolver.snlData(nstep,ftime,tol)
-mysolver.stepBetweenArchiving(nstepArch)
-
-# micro solver without reestimating stiffness matrix
-system =3
-mysolver.setSystemType(system)
-mysolver.stiffnessModification(False)
-mysolver.setMessageView(True)
-
-
-microBC = nonLinearPeriodicBC(1000,3)
-microBC.setOrder(1)
-microBC.setBCPhysical(120,100,110,121,101,111)
-method =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
-degree = 5	# Order used for polynomial interpolation 
-addvertex = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
-microBC.setPeriodicBCOptions(method, degree,False) 
-
-mysolver.addMicroBC(microBC)
-mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
-mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
-
-cl = Clustering()
-cl.solveStrainConcentration(mysolver)
-
-cl.loadStrainConcentrationDataFromFile("strainConcentrationData.csv")
-
-cl.setNumberOfClustersForMaterial(lawnum1,3)
-cl.setNumberOfClustersForMaterial(lawnum2,1)
-
-ok = cl.computeClustersElasticity(5) # min number of element in each cluster
-cl.saveAllView()
-cl.saveAllView(0)
-cl.saveAllView(1)
-cl.saveAllView(2)
-cl.saveFieldToView(Clustering.ClusterIndex)
-cl.saveFieldToView(Clustering.ClusterIndex,0)
-cl.saveFieldToView(Clustering.ClusterIndex,1)
-cl.saveFieldToView(Clustering.ClusterIndex,2)
-
-check = TestCheck()
-check.equal(1,ok,1.e-6)
-
-
diff --git a/dG3D/benchmarks/clustering_InteractionTensor/Window.geo b/dG3D/benchmarks/clustering_InteractionTensor/Window.geo
deleted file mode 100644
index 6cb025c7fb89523ac4b6a06bef1dd5bee40dbd9d..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering_InteractionTensor/Window.geo
+++ /dev/null
@@ -1,426 +0,0 @@
-//Fiber reinforced composite cross-section
-Geometry.AutoCoherence= 0;
-//defination of unit
-unit = 1;
-//characteristic mesh size
-cl = 0.5*unit;
-h_x = 25.000000 * unit;
-h_y = 25.000000 * unit;
-h_z = 3.000000 * unit;
-nlayers = 3;
-//defination of fibers line Loop list in zone 0
-t=-1;
-p1 = newp; Point(p1) = { 18.615482 *unit, 21.331355 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.725439 *unit, 21.331355 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.615482 *unit, 18.441312 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.505525 *unit, 21.331355 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.615482 *unit, 24.221398 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.750514 *unit, 15.465644 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.783317 *unit, 15.465644 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.750514 *unit, 12.498448 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717710 *unit, 15.465644 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.750514 *unit, 18.432841 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 12.654984 *unit, 16.695736 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 9.697005 *unit, 16.695736 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 12.654984 *unit, 13.737757 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 15.612962 *unit, 16.695736 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 12.654984 *unit, 19.653714 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 7.813580 *unit, 20.275404 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 5.101323 *unit, 20.275404 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 7.813580 *unit, 17.563147 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.525836 *unit, 20.275404 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 7.813580 *unit, 22.987660 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 18.751439 *unit, 5.008469 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 15.785679 *unit, 5.008469 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 18.751439 *unit, 2.042709 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.717198 *unit, 5.008469 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 18.751439 *unit, 7.974228 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 13.935370 *unit, 9.370745 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 10.935370 *unit, 9.370745 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.935370 *unit, 6.370745 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 16.935370 *unit, 9.370745 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 13.935370 *unit, 12.370745 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-p1 = newp; Point(p1) = { 4.168333 *unit, 13.350702 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.256246 *unit, 13.350702 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 4.168333 *unit, 10.438615 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.080421 *unit, 13.350702 *unit, 0.0, cl};
-p5 = newp; Point(p5) = { 4.168333 *unit, 16.262790 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-c2 = newreg; Circle(c2) = {p3,p1,p4};
-c3 = newreg; Circle(c3) = {p4,p1,p5};
-c4 = newreg; Circle(c4) = {p5,p1,p2};
-t=t+1;
-theloop[t] = newreg; Line Loop(theloop[t]) = {c1,c2,c3,c4};
-thesurface[t] = news;
-Plane Surface(thesurface[t]) = {theloop[t]};
-//defination of edge points and line
-t=-1;
-lt=-1;
-mt=-1;
-BoundXt0=-1;
-BoundXt1=-1;
-BoundYt0=-1;
-BoundYt1=-1;
-p0 = newp; Point(p0) = { 0.0 , 0.0 , 0.0 , cl}; 
-mat_conP = p0;
-mat_endP = p0;
-p1 = newp; Point(p1) = { 7.173980 *unit, 2.643804 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 6.107729 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 8.240231 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 7.173980 *unit, 5.494522 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p1 = newp; Point(p1) = { 19.305738 *unit, -1.640826 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 16.694022 *unit, 0.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.917454 *unit, 0.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 19.305738 *unit, 1.443549 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-p0 = newp; Point(p0) = { h_x , 0.0 , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 25.717433 *unit, -0.940744 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.766456 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 23.079509 *unit, 0.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l3;
-BoundYt0 = BoundYt0+1;
-Bound_Y0edge[BoundYt0] =  l1;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-p1 = newp; Point(p1) = { 24.865395 *unit, 5.090865 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 1.951853 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 8.229877 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 21.723499 *unit, 5.090865 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p1 = newp; Point(p1) = { 22.968467 *unit, 11.309374 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 9.460729 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 25.000000 *unit, 13.158019 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 20.221721 *unit, 11.309374 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l2;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-p0 = newp; Point(p0) = { h_x , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { 23.927958 *unit, 25.819598 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 25.000000 *unit, 23.096679 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 21.118719 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p2};
-l1 = newreg; Line(l1) = {p2,p0};
-l2 = newreg; Line(l2) = {p0,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l3;
-BoundXt1 = BoundXt1+1;
-Bound_X1edge[BoundXt1] =  l1;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-p1 = newp; Point(p1) = { 10.515372 *unit, 26.161751 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 7.673643 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 13.357101 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 10.515372 *unit, 23.091720 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p1 = newp; Point(p1) = { 3.851136 *unit, 25.064382 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 1.002276 *unit, 25.000000 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 6.699996 *unit, 25.000000 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.851136 *unit, 22.214795 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p3};
-l1 = newreg; Line(l1) = {p3,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] = l2;
-lt=lt+1;
-mat_edge[lt] = -1*c2;
-lt=lt+1;
-mat_edge[lt] = -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-p0 = newp; Point(p0) = { 0.0 , h_y , 0.0 , cl}; 
-p1 = newp; Point(p1) = { -1.748346 *unit, 23.498064 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.396944 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.535424 *unit, 25.000000 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p2,p1,p3};
-l1 = newreg; Line(l1) = {p3,p0};
-l2 = newreg; Line(l2) = {p0,p2};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,l2,c1};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l3 = newreg; Line(l3) = {mat_conP,p3};
-lt=lt+1;
-mat_edge[lt] =  l3;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p2;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l3;
-BoundYt1 = BoundYt1+1;
-Bound_Y1edge[BoundYt1] =  l1;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-p1 = newp; Point(p1) = { 0.962189 *unit, 18.517679 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 21.275547 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 15.759811 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 3.883086 *unit, 18.517679 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-p1 = newp; Point(p1) = { 1.490531 *unit, 4.379649 *unit, 0.0, cl};
-p2 = newp; Point(p2) = { 0.000000 *unit, 7.088462 *unit, 0.0, cl};
-p3 = newp; Point(p3) = { 0.000000 *unit, 1.670836 *unit, 0.0, cl};
-p4 = newp; Point(p4) = { 4.582350 *unit, 4.379649 *unit, 0.0, cl};
-c1 = newreg; Circle(c1) = {p3,p1,p4};
-c2 = newreg; Circle(c2) = {p4,p1,p2};
-l1 = newreg; Line(l1) = {p2,p3};
-t=t+1;
-edgloop[t] = newreg; Line Loop(edgloop[t]) = {l1,c1,c2};
-edgsurface[t] = news;
-Plane Surface(edgsurface[t]) = {edgloop[t]};
-l2 = newreg; Line(l2) = {mat_conP,p2};
-lt=lt+1;
-mat_edge[lt] =  l2;
-lt=lt+1;
-mat_edge[lt] =  -1*c2;
-lt=lt+1;
-mat_edge[lt] =  -1*c1;
-mat_conP = p3;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l2;
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-l1 = newreg; Line(l1) = {mat_conP,mat_endP};
-BoundXt0 = BoundXt0+1;
-Bound_X0edge[BoundXt0] =  l1;
-lt=lt+1;
-mat_edge[lt] = l1;
-lineloop_matix = newreg;
-Line Loop(lineloop_matix) = {mat_edge[]};
-MaS=news;
-Plane Surface(MaS) = {lineloop_matix,theloop[]};
-my_fiberV[] = Extrude {0.0 , 0.0 , h_z} {Surface{thesurface[],edgsurface[]}; Layers{nlayers}; Recombine;};
-my_mtrixV[] = Extrude {0.0 , 0.0 , h_z} {Surface{MaS}; Layers{nlayers}; Recombine;};
-Physical Volume(51) ={my_mtrixV[]};
-Physical Volume(52) ={my_fiberV[]};
-outX0[] = Extrude{ 0, 0, h_z}{ Line{Bound_X0edge[]};};
-outX1[] = Extrude{ 0, 0, h_z}{ Line{Bound_X1edge[]};};
-outY0[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y0edge[]};};
-outY1[] = Extrude{ 0, 0, h_z}{ Line{Bound_Y1edge[]};};
-Physical Surface(100) = { outX0[] };
-Physical Surface(101) = { outX1[] };
-Physical Surface(110) = { outY0[] };
-Physical Surface(111) = { outY1[] };
-Physical Surface(120) = { thesurface[],edgsurface[], MaS};
-Constrain_z[] = Translate{0, 0, h_z}{ Duplicata{ Surface{thesurface[],edgsurface[], MaS}; } };
-Physical Surface(121) = { Constrain_z[]};
-p1 = newp; Point(p1) = {0.0, 0.0, 0.0, cl};
-p2 = newp; Point(p2) = {0.0, 0.0, h_z, cl};
-p3 = newp; Point(p3) = {h_x, 0.0, 0.0, cl};
-p4 = newp; Point(p4) = {h_x, 0.0, h_z, cl};
-p5 = newp; Point(p5) = {h_x, h_y, 0.0, cl};
-p6 = newp; Point(p6) = {h_x, h_y, h_z, cl};
-p7 = newp; Point(p7) = {0.0, h_y, 0.0, cl};
-p8 = newp; Point(p8) = {0.0, h_y, h_z, cl};
-Physical Point(1)= {p1};
-Physical Point(2)= {p2};
-Physical Point(3)= {p3};
-Physical Point(4)= {p4};
-Physical Point(5)= {p5};
-Physical Point(6)= {p6};
-Physical Point(7)= {p7};
-Physical Point(8)= {p8};
-Physical Volume( 1001 ) ={ 1 };
-Physical Volume( 1002 ) ={ 2 };
-Physical Volume( 1003 ) ={ 3 };
-Physical Volume( 1004 ) ={ 4 };
-Physical Volume( 1005 ) ={ 5 };
-Physical Volume( 1006 ) ={ 6 };
-Physical Volume( 1007 ) ={ 7 };
-Physical Volume( 1008 ) ={ 8 };
-Physical Volume( 1009 ) ={ 9 };
-Physical Volume( 1010 ) ={ 10 };
-Physical Volume( 1011 ) ={ 11 };
-Physical Volume( 1012 ) ={ 12 };
-Physical Volume( 1013 ) ={ 13 };
-Physical Volume( 1014 ) ={ 14 };
-Physical Volume( 1015 ) ={ 15 };
-Physical Volume( 1016 ) ={ 16 };
-Physical Volume( 1017 ) ={ 17 };
-Physical Volume( 1018 ) ={ 18 };
-Coherence;
diff --git a/dG3D/benchmarks/clustering_InteractionTensor/Window.msh b/dG3D/benchmarks/clustering_InteractionTensor/Window.msh
deleted file mode 100644
index 8ae5b5c34530f20f20fdfe1b943bbefb2a7d8649..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering_InteractionTensor/Window.msh
+++ /dev/null
@@ -1,65825 +0,0 @@
-$MeshFormat
-4.1 0 8
-$EndMeshFormat
-$Entities
-160 208 111 19
-1 18.615482 21.331355 0 0 
-2 15.725439 21.331355 0 0 
-3 18.615482 18.441312 0 0 
-4 21.505525 21.331355 0 0 
-5 18.615482 24.221398 0 0 
-6 18.750514 15.465644 0 0 
-7 15.783317 15.465644 0 0 
-8 18.750514 12.498448 0 0 
-9 21.71771 15.465644 0 0 
-10 18.750514 18.432841 0 0 
-11 12.654984 16.695736 0 0 
-12 9.697005000000001 16.695736 0 0 
-13 12.654984 13.737757 0 0 
-14 15.612962 16.695736 0 0 
-15 12.654984 19.653714 0 0 
-16 7.81358 20.275404 0 0 
-17 5.101323 20.275404 0 0 
-18 7.81358 17.563147 0 0 
-19 10.525836 20.275404 0 0 
-20 7.81358 22.98766 0 0 
-21 18.751439 5.008469 0 0 
-22 15.785679 5.008469 0 0 
-23 18.751439 2.042709 0 0 
-24 21.717198 5.008469 0 0 
-25 18.751439 7.974228 0 0 
-26 13.93537 9.370744999999999 0 0 
-27 10.93537 9.370744999999999 0 0 
-28 13.93537 6.370745 0 0 
-29 16.93537 9.370744999999999 0 0 
-30 13.93537 12.370745 0 0 
-31 4.168333 13.350702 0 0 
-32 1.256246 13.350702 0 0 
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-17110 9349 9347 9351 9350 9348 9352 
-17111 9350 9348 9352 5015 5014 5016 
-17112 1858 1832 1860 9347 9295 9351 
-17113 9347 9295 9351 9348 9296 9352 
-17114 9348 9296 9352 5014 4988 5016 
-17115 1801 1792 1862 9233 9215 9355 
-17116 9233 9215 9355 9234 9216 9356 
-17117 9234 9216 9356 4957 4948 5018 
-17118 1840 1864 1872 9311 9359 9375 
-17119 9311 9359 9375 9312 9360 9376 
-17120 9312 9360 9376 4996 5020 5028 
-17121 1824 1866 1867 9279 9363 9365 
-17122 9279 9363 9365 9280 9364 9366 
-17123 9280 9364 9366 4980 5022 5023 
-17124 1767 1840 1872 9165 9311 9375 
-17125 9165 9311 9375 9166 9312 9376 
-17126 9166 9312 9376 4923 4996 5028 
-17127 1829 1786 1863 9289 9203 9357 
-17128 9289 9203 9357 9290 9204 9358 
-17129 9290 9204 9358 4985 4942 5019 
-17130 1836 1775 1893 9303 9181 9417 
-17131 9303 9181 9417 9304 9182 9418 
-17132 9304 9182 9418 4992 4931 5049 
-17133 1808 1859 1863 9247 9349 9357 
-17134 9247 9349 9357 9248 9350 9358 
-17135 9248 9350 9358 4964 5015 5019 
-17136 1786 1788 1863 9203 9207 9357 
-17137 9203 9207 9357 9204 9208 9358 
-17138 9204 9208 9358 4942 4944 5019 
-17139 1788 1808 1863 9207 9247 9357 
-17140 9207 9247 9357 9208 9248 9358 
-17141 9208 9248 9358 4944 4964 5019 
-17142 1814 1835 1864 9259 9301 9359 
-17143 9259 9301 9359 9260 9302 9360 
-17144 9260 9302 9360 4970 4991 5020 
-17145 1785 1810 1866 9201 9251 9363 
-17146 9201 9251 9363 9202 9252 9364 
-17147 9202 9252 9364 4941 4966 5022 
-17148 1775 1837 1878 9181 9305 9387 
-17149 9181 9305 9387 9182 9306 9388 
-17150 9182 9306 9388 4931 4993 5034 
-17151 1824 1862 1866 9279 9355 9363 
-17152 9279 9355 9363 9280 9356 9364 
-17153 9280 9356 9364 4980 5018 5022 
-17154 1787 1785 1866 9205 9201 9363 
-17155 9205 9201 9363 9206 9202 9364 
-17156 9206 9202 9364 4943 4941 5022 
-17157 1866 1810 1867 9363 9251 9365 
-17158 9363 9251 9365 9364 9252 9366 
-17159 9364 9252 9366 5022 4966 5023 
-17160 1840 1814 1864 9311 9259 9359 
-17161 9311 9259 9359 9312 9260 9360 
-17162 9312 9260 9360 4996 4970 5020 
-17163 205 1767 1872 4866 9165 9375 
-17164 4866 9165 9375 4867 9166 9376 
-17165 4867 9166 9376 841 4923 5028 
-17166 204 205 1872 4864 4866 9375 
-17167 4864 4866 9375 4865 4867 9376 
-17168 4865 4867 9376 840 841 5028 
-17169 1847 1825 1869 9325 9281 9369 
-17170 9325 9281 9369 9326 9282 9370 
-17171 9326 9282 9370 5003 4981 5025 
-17172 1863 1859 1865 9357 9349 9361 
-17173 9357 9349 9361 9358 9350 9362 
-17174 9358 9350 9362 5019 5015 5021 
-17175 1867 1810 1868 9365 9251 9367 
-17176 9365 9251 9367 9366 9252 9368 
-17177 9366 9252 9368 5023 4966 5024 
-17178 1862 1787 1866 9355 9205 9363 
-17179 9355 9205 9363 9356 9206 9364 
-17180 9356 9206 9364 5018 4943 5022 
-17181 1829 1863 1865 9289 9357 9361 
-17182 9289 9357 9361 9290 9358 9362 
-17183 9290 9358 9362 4985 5019 5021 
-17184 1779 1854 1888 9189 9339 9407 
-17185 9189 9339 9407 9190 9340 9408 
-17186 9190 9340 9408 4935 5010 5044 
-17187 1861 1894 1895 9353 9419 9421 
-17188 9353 9419 9421 9354 9420 9422 
-17189 9354 9420 9422 5017 5050 5051 
-17190 1825 1824 1867 9281 9279 9365 
-17191 9281 9279 9365 9282 9280 9366 
-17192 9282 9280 9366 4981 4980 5023 
-17193 1859 1860 1874 9349 9351 9379 
-17194 9349 9351 9379 9350 9352 9380 
-17195 9350 9352 9380 5015 5016 5030 
-17196 1841 1767 1870 9313 9165 9371 
-17197 9313 9165 9371 9314 9166 9372 
-17198 9314 9166 9372 4997 4923 5026 
-17199 1774 1784 1876 9179 9199 9383 
-17200 9179 9199 9383 9180 9200 9384 
-17201 9180 9200 9384 4930 4940 5032 
-17202 1867 1868 1869 9365 9367 9369 
-17203 9365 9367 9369 9366 9368 9370 
-17204 9366 9368 9370 5023 5024 5025 
-17205 1861 1895 1896 9353 9421 9423 
-17206 9353 9421 9423 9354 9422 9424 
-17207 9354 9422 9424 5017 5051 5052 
-17208 1854 1841 1870 9339 9313 9371 
-17209 9339 9313 9371 9340 9314 9372 
-17210 9340 9314 9372 5010 4997 5026 
-17211 1825 1867 1869 9281 9365 9369 
-17212 9281 9365 9369 9282 9366 9370 
-17213 9282 9366 9370 4981 5023 5025 
-17214 1877 1843 1885 9385 9317 9401 
-17215 9385 9317 9401 9386 9318 9402 
-17216 9386 9318 9402 5033 4999 5041 
-17217 1831 1839 1873 9293 9309 9377 
-17218 9293 9309 9377 9294 9310 9378 
-17219 9294 9310 9378 4987 4995 5029 
-17220 1861 1832 1894 9353 9295 9419 
-17221 9353 9295 9419 9354 9296 9420 
-17222 9354 9296 9420 5017 4988 5050 
-17223 1835 1846 1904 9301 9323 9439 
-17224 9301 9323 9439 9302 9324 9440 
-17225 9302 9324 9440 4991 5002 5060 
-17226 198 1778 1875 4852 9187 9381 
-17227 4852 9187 9381 4853 9188 9382 
-17228 4853 9188 9382 834 4934 5031 
-17229 197 198 1875 4850 4852 9381 
-17230 4850 4852 9381 4851 4853 9382 
-17231 4851 4853 9382 833 834 5031 
-17232 1882 1876 1903 9395 9383 9437 
-17233 9395 9383 9437 9396 9384 9438 
-17234 9396 9384 9438 5038 5032 5059 
-17235 1865 1859 1874 9361 9349 9379 
-17236 9361 9349 9379 9362 9350 9380 
-17237 9362 9350 9380 5021 5015 5030 
-17238 1873 1766 1894 9377 9163 9419 
-17239 9377 9163 9419 9378 9164 9420 
-17240 9378 9164 9420 5029 4922 5050 
-17241 1782 1768 1783 9195 9167 9197 
-17242 9195 9167 9197 9196 9168 9198 
-17243 9196 9168 9198 4938 4924 4939 
-17244 1875 1868 1886 9381 9367 9403 
-17245 9381 9367 9403 9382 9368 9404 
-17246 9382 9368 9404 5031 5024 5042 
-17247 1884 1769 1890 9399 9169 9411 
-17248 9399 9169 9411 9400 9170 9412 
-17249 9400 9170 9412 5040 4925 5046 
-17250 1871 1835 1904 9373 9301 9439 
-17251 9373 9301 9439 9374 9302 9440 
-17252 9374 9302 9440 5027 4991 5060 
-17253 1872 1864 1889 9375 9359 9409 
-17254 9375 9359 9409 9376 9360 9410 
-17255 9376 9360 9410 5028 5020 5045 
-17256 220 221 1877 4896 4898 9385 
-17257 4896 4898 9385 4897 4899 9386 
-17258 4897 4899 9386 856 857 5033 
-17259 221 1781 1877 4898 9193 9385 
-17260 4898 9193 9385 4899 9194 9386 
-17261 4899 9194 9386 857 4937 5033 
-17262 1834 1827 1892 9299 9285 9415 
-17263 9299 9285 9415 9300 9286 9416 
-17264 9300 9286 9416 4990 4983 5048 
-17265 1784 1829 1876 9199 9289 9383 
-17266 9199 9289 9383 9200 9290 9384 
-17267 9200 9290 9384 4940 4985 5032 
-17268 1847 1772 1904 9325 9175 9439 
-17269 9325 9175 9439 9326 9176 9440 
-17270 9326 9176 9440 5003 4928 5060 
-17271 1810 1783 1898 9251 9197 9427 
-17272 9251 9197 9427 9252 9198 9428 
-17273 9252 9198 9428 4966 4939 5054 
-17274 1894 1766 1895 9419 9163 9421 
-17275 9419 9163 9421 9420 9164 9422 
-17276 9420 9164 9422 5050 4922 5051 
-17277 1831 1873 1894 9293 9377 9419 
-17278 9293 9377 9419 9294 9378 9420 
-17279 9294 9378 9420 4987 5029 5050 
-17280 231 232 1782 4918 4920 9195 
-17281 4918 4920 9195 4919 4921 9196 
-17282 4919 4921 9196 867 868 4938 
-17283 11 215 1878 873 4886 9387 
-17284 873 4886 9387 874 4887 9388 
-17285 874 4887 9388 73 851 5034 
-17286 1774 231 1782 9179 4918 9195 
-17287 9179 4918 9195 9180 4919 9196 
-17288 9180 4919 9196 4930 867 4938 
-17289 215 1775 1878 4886 9181 9387 
-17290 4886 9181 9387 4887 9182 9388 
-17291 4887 9182 9388 851 4931 5034 
-17292 232 1768 1782 4920 9167 9195 
-17293 4920 9167 9195 4921 9168 9196 
-17294 4921 9168 9196 868 4924 4938 
-17295 1769 11 1878 9169 873 9387 
-17296 9169 873 9387 9170 874 9388 
-17297 9170 874 9388 4925 73 5034 
-17298 1776 212 1881 9183 4880 9393 
-17299 9183 4880 9393 9184 4881 9394 
-17300 9184 4881 9394 4932 848 5037 
-17301 1778 199 1879 9187 4854 9389 
-17302 9187 4854 9389 9188 4855 9390 
-17303 9188 4855 9390 4934 835 5035 
-17304 211 1776 1880 4878 9183 9391 
-17305 4878 9183 9391 4879 9184 9392 
-17306 4879 9184 9392 847 4932 5036 
-17307 200 1772 1879 4856 9175 9389 
-17308 4856 9175 9389 4857 9176 9390 
-17309 4857 9176 9390 836 4928 5035 
-17310 1773 210 1880 9177 4876 9391 
-17311 9177 4876 9391 9178 4877 9392 
-17312 9178 4877 9392 4929 846 5036 
-17313 212 213 1881 4880 4882 9393 
-17314 4880 4882 9393 4881 4883 9394 
-17315 4881 4883 9394 848 849 5037 
-17316 210 211 1880 4876 4878 9391 
-17317 4876 4878 9391 4877 4879 9392 
-17318 4877 4879 9392 846 847 5036 
-17319 199 200 1879 4854 4856 9389 
-17320 4854 4856 9389 4855 4857 9390 
-17321 4855 4857 9390 835 836 5035 
-17322 228 229 1882 4912 4914 9395 
-17323 4912 4914 9395 4913 4915 9396 
-17324 4913 4915 9396 864 865 5038 
-17325 1770 228 1882 9171 4912 9395 
-17326 9171 4912 9395 9172 4913 9396 
-17327 9172 4913 9396 4926 864 5038 
-17328 217 218 1883 4890 4892 9397 
-17329 4890 4892 9397 4891 4893 9398 
-17330 4891 4893 9398 853 854 5039 
-17331 218 1771 1883 4892 9173 9397 
-17332 4892 9173 9397 4893 9174 9398 
-17333 4893 9174 9398 854 4927 5039 
-17334 213 214 1884 4882 4884 9399 
-17335 4882 4884 9399 4883 4885 9400 
-17336 4883 4885 9400 849 850 5040 
-17337 214 1769 1884 4884 9169 9399 
-17338 4884 9169 9399 4885 9170 9400 
-17339 4885 9170 9400 850 4925 5040 
-17340 219 220 1885 4894 4896 9401 
-17341 4894 4896 9401 4895 4897 9402 
-17342 4895 4897 9402 855 856 5041 
-17343 9 197 1886 869 4850 9403 
-17344 869 4850 9403 870 4851 9404 
-17345 870 4851 9404 71 833 5042 
-17346 1771 219 1885 9173 4894 9401 
-17347 9173 4894 9401 9174 4895 9402 
-17348 9174 4895 9402 4927 855 5041 
-17349 1780 226 1887 9191 4908 9405 
-17350 9191 4908 9405 9192 4909 9406 
-17351 9192 4909 9406 4936 862 5043 
-17352 227 1770 1887 4910 9171 9405 
-17353 4910 9171 9405 4911 9172 9406 
-17354 4911 9172 9406 863 4926 5043 
-17355 1870 206 1888 9371 4868 9407 
-17356 9371 4868 9407 9372 4869 9408 
-17357 9372 4869 9408 5026 842 5044 
-17358 206 207 1888 4868 4870 9407 
-17359 4868 4870 9407 4869 4871 9408 
-17360 4869 4871 9408 842 843 5044 
-17361 1768 9 1886 9167 869 9403 
-17362 9167 869 9403 9168 870 9404 
-17363 9168 870 9404 4924 71 5042 
-17364 1773 1855 1891 9177 9341 9413 
-17365 9177 9341 9413 9178 9342 9414 
-17366 9178 9342 9414 4929 5011 5047 
-17367 1855 1779 1891 9341 9189 9413 
-17368 9341 9189 9413 9342 9190 9414 
-17369 9342 9190 9414 5011 4935 5047 
-17370 1876 1882 1902 9383 9395 9435 
-17371 9383 9395 9435 9384 9396 9436 
-17372 9384 9396 9436 5032 5038 5058 
-17373 1783 1768 1898 9197 9167 9427 
-17374 9197 9167 9427 9198 9168 9428 
-17375 9198 9168 9428 4939 4924 5054 
-17376 226 227 1887 4908 4910 9405 
-17377 4908 4910 9405 4909 4911 9406 
-17378 4909 4911 9406 862 863 5043 
-17379 209 1773 1891 4874 9177 9413 
-17380 4874 9177 9413 4875 9178 9414 
-17381 4875 9178 9414 845 4929 5047 
-17382 1779 208 1891 9189 4872 9413 
-17383 9189 4872 9413 9190 4873 9414 
-17384 9190 4873 9414 4935 844 5047 
-17385 1775 216 1893 9181 4888 9417 
-17386 9181 4888 9417 9182 4889 9418 
-17387 9182 4889 9418 4931 852 5049 
-17388 12 224 1895 875 4904 9421 
-17389 875 4904 9421 876 4905 9422 
-17390 876 4905 9422 74 860 5051 
-17391 224 225 1896 4904 4906 9423 
-17392 4904 4906 9423 4905 4907 9424 
-17393 4905 4907 9424 860 861 5052 
-17394 1781 222 1897 9193 4900 9425 
-17395 9193 4900 9425 9194 4901 9426 
-17396 9194 4901 9426 4937 858 5053 
-17397 223 1766 1897 4902 9163 9425 
-17398 4902 9163 9425 4903 9164 9426 
-17399 4903 9164 9426 859 4922 5053 
-17400 1772 201 1899 9175 4858 9429 
-17401 9175 4858 9429 9176 4859 9430 
-17402 9176 4859 9430 4928 837 5055 
-17403 202 1777 1899 4860 9185 9429 
-17404 4860 9185 9429 4861 9186 9430 
-17405 4861 9186 9430 838 4933 5055 
-17406 203 204 1889 4862 4864 9409 
-17407 4862 4864 9409 4863 4865 9410 
-17408 4863 4865 9410 839 840 5045 
-17409 230 1774 1902 4916 9179 9435 
-17410 4916 9179 9435 4917 9180 9436 
-17411 4917 9180 9436 866 4930 5058 
-17412 1777 203 1889 9185 4862 9409 
-17413 9185 4862 9409 9186 4863 9410 
-17414 9186 4863 9410 4933 839 5045 
-17415 1886 1868 1898 9403 9367 9427 
-17416 9403 9367 9427 9404 9368 9428 
-17417 9404 9368 9428 5042 5024 5054 
-17418 1766 1873 1897 9163 9377 9425 
-17419 9163 9377 9425 9164 9378 9426 
-17420 9164 9378 9426 4922 5029 5053 
-17421 207 1779 1888 4870 9189 9407 
-17422 4870 9189 9407 4871 9190 9408 
-17423 4871 9190 9408 843 4935 5044 
-17424 1864 1777 1889 9359 9185 9409 
-17425 9359 9185 9409 9360 9186 9410 
-17426 9360 9186 9410 5020 4933 5045 
-17427 1900 1776 1901 9431 9183 9433 
-17428 9431 9183 9433 9432 9184 9434 
-17429 9432 9184 9434 5056 4932 5057 
-17430 1838 1900 1901 9307 9431 9433 
-17431 9307 9431 9433 9308 9432 9434 
-17432 9308 9432 9434 4994 5056 5057 
-17433 1876 1829 1903 9383 9289 9437 
-17434 9383 9289 9437 9384 9290 9438 
-17435 9384 9290 9438 5032 4985 5059 
-17436 1827 1836 1892 9285 9303 9415 
-17437 9285 9303 9415 9286 9304 9416 
-17438 9286 9304 9416 4983 4992 5048 
-17439 1826 1828 1890 9283 9287 9411 
-17440 9283 9287 9411 9284 9288 9412 
-17441 9284 9288 9412 4982 4984 5046 
-17442 1854 1870 1888 9339 9371 9407 
-17443 9339 9371 9407 9340 9372 9408 
-17444 9340 9372 9408 5010 5026 5044 
-17445 1874 1780 1887 9379 9191 9405 
-17446 9379 9191 9405 9380 9192 9406 
-17447 9380 9192 9406 5030 4936 5043 
-17448 208 209 1891 4872 4874 9413 
-17449 4872 4874 9413 4873 4875 9414 
-17450 4873 4875 9414 844 845 5047 
-17451 1865 1770 1903 9361 9171 9437 
-17452 9361 9171 9437 9362 9172 9438 
-17453 9362 9172 9438 5021 4926 5059 
-17454 1873 1781 1897 9377 9193 9425 
-17455 9377 9193 9425 9378 9194 9426 
-17456 9378 9194 9426 5029 4937 5053 
-17457 1871 1772 1899 9373 9175 9429 
-17458 9373 9175 9429 9374 9176 9430 
-17459 9374 9176 9430 5027 4928 5055 
-17460 1777 1871 1899 9185 9373 9429 
-17461 9185 9373 9429 9186 9374 9430 
-17462 9186 9374 9430 4933 5027 5055 
-17463 204 1872 1889 4864 9375 9409 
-17464 4864 9375 9409 4865 9376 9410 
-17465 4865 9376 9410 840 5028 5045 
-17466 197 1875 1886 4850 9381 9403 
-17467 4850 9381 9403 4851 9382 9404 
-17468 4851 9382 9404 833 5031 5042 
-17469 216 217 1893 4888 4890 9417 
-17470 4888 4890 9417 4889 4891 9418 
-17471 4889 4891 9418 852 853 5049 
-17472 1832 1831 1894 9295 9293 9419 
-17473 9295 9293 9419 9296 9294 9420 
-17474 9296 9294 9420 4988 4987 5050 
-17475 220 1877 1885 4896 9385 9401 
-17476 4896 9385 9401 4897 9386 9402 
-17477 4897 9386 9402 856 5033 5041 
-17478 1881 213 1884 9393 4882 9399 
-17479 9393 4882 9399 9394 4883 9400 
-17480 9394 4883 9400 5037 849 5040 
-17481 1772 1871 1904 9175 9373 9439 
-17482 9175 9373 9439 9176 9374 9440 
-17483 9176 9374 9440 4928 5027 5060 
-17484 1766 12 1895 9163 875 9421 
-17485 9163 875 9421 9164 876 9422 
-17486 9164 876 9422 4922 74 5051 
-17487 225 1780 1896 4906 9191 9423 
-17488 4906 9191 9423 4907 9192 9424 
-17489 4907 9192 9424 861 4936 5052 
-17490 1838 1849 1900 9307 9329 9431 
-17491 9307 9329 9431 9308 9330 9432 
-17492 9308 9330 9432 4994 5005 5056 
-17493 222 223 1897 4900 4902 9425 
-17494 4900 4902 9425 4901 4903 9426 
-17495 4901 4903 9426 858 859 5053 
-17496 1868 1810 1898 9367 9251 9427 
-17497 9367 9251 9427 9368 9252 9428 
-17498 9368 9252 9428 5024 4966 5054 
-17499 201 202 1899 4858 4860 9429 
-17500 4858 4860 9429 4859 4861 9430 
-17501 4859 4861 9430 837 838 5055 
-17502 1774 1876 1902 9179 9383 9435 
-17503 9179 9383 9435 9180 9384 9436 
-17504 9180 9384 9436 4930 5032 5058 
-17505 1828 1838 1901 9287 9307 9433 
-17506 9287 9307 9433 9288 9308 9434 
-17507 9288 9308 9434 4984 4994 5057 
-17508 229 230 1902 4914 4916 9435 
-17509 4914 4916 9435 4915 4917 9436 
-17510 4915 4917 9436 865 866 5058 
-17511 1883 1836 1893 9397 9303 9417 
-17512 9397 9303 9417 9398 9304 9418 
-17513 9398 9304 9418 5039 4992 5049 
-17514 1846 1847 1904 9323 9325 9439 
-17515 9323 9325 9439 9324 9326 9440 
-17516 9324 9326 9440 5002 5003 5060 
-17517 217 1883 1893 4890 9397 9417 
-17518 4890 9397 9417 4891 9398 9418 
-17519 4891 9398 9418 853 5039 5049 
-17520 1836 1883 1892 9303 9397 9415 
-17521 9303 9397 9415 9304 9398 9416 
-17522 9304 9398 9416 4992 5039 5048 
-17523 1882 229 1902 9395 4914 9435 
-17524 9395 4914 9435 9396 4915 9436 
-17525 9396 4915 9436 5038 865 5058 
-17526 1829 1865 1903 9289 9361 9437 
-17527 9289 9361 9437 9290 9362 9438 
-17528 9290 9362 9438 4985 5021 5059 
-17529 1883 1771 1892 9397 9173 9415 
-17530 9397 9173 9415 9398 9174 9416 
-17531 9398 9174 9416 5039 4927 5048 
-17532 1768 1886 1898 9167 9403 9427 
-17533 9167 9403 9427 9168 9404 9428 
-17534 9168 9404 9428 4924 5042 5054 
-17535 1770 1882 1903 9171 9395 9437 
-17536 9171 9395 9437 9172 9396 9438 
-17537 9172 9396 9438 4926 5038 5059 
-17538 1776 1881 1901 9183 9393 9433 
-17539 9183 9393 9433 9184 9394 9434 
-17540 9184 9394 9434 4932 5037 5057 
-17541 1880 1776 1900 9391 9183 9431 
-17542 9391 9183 9431 9392 9184 9432 
-17543 9392 9184 9432 5036 4932 5056 
-3 4 6 768
-17544 1908 1957 1992 9447 9545 9615 
-17545 9447 9545 9615 9448 9546 9616 
-17546 9448 9546 9616 5128 5177 5212 
-17547 234 235 1989 5063 5065 9609 
-17548 5063 5065 9609 5064 5066 9610 
-17549 5064 5066 9610 878 879 5209 
-17550 1979 1985 1990 9589 9601 9611 
-17551 9589 9601 9611 9590 9602 9612 
-17552 9590 9602 9612 5199 5205 5210 
-17553 1957 1908 2005 9545 9447 9641 
-17554 9545 9447 9641 9546 9448 9642 
-17555 9546 9448 9642 5177 5128 5225 
-17556 1909 1975 1999 9449 9581 9629 
-17557 9449 9581 9629 9450 9582 9630 
-17558 9450 9582 9630 5129 5195 5219 
-17559 1999 1975 2002 9629 9581 9635 
-17560 9629 9581 9635 9630 9582 9636 
-17561 9630 9582 9636 5219 5195 5222 
-17562 1915 1958 1963 9461 9547 9557 
-17563 9461 9547 9557 9462 9548 9558 
-17564 9462 9548 9558 5135 5178 5183 
-17565 1985 1916 1990 9601 9463 9611 
-17566 9601 9463 9611 9602 9464 9612 
-17567 9602 9464 9612 5205 5136 5210 
-17568 1956 1989 2004 9543 9609 9639 
-17569 9543 9609 9639 9544 9610 9640 
-17570 9544 9610 9640 5176 5209 5224 
-17571 1958 1915 1982 9547 9461 9595 
-17572 9547 9461 9595 9548 9462 9596 
-17573 9548 9462 9596 5178 5135 5202 
-17574 1989 1911 2004 9609 9453 9639 
-17575 9609 9453 9639 9610 9454 9640 
-17576 9610 9454 9640 5209 5131 5224 
-17577 1923 1918 1995 9477 9467 9621 
-17578 9477 9467 9621 9478 9468 9622 
-17579 9478 9468 9622 5143 5138 5215 
-17580 1918 1923 2006 9467 9477 9643 
-17581 9467 9477 9643 9468 9478 9644 
-17582 9468 9478 9644 5138 5143 5226 
-17583 1992 1957 2013 9615 9545 9657 
-17584 9615 9545 9657 9616 9546 9658 
-17585 9616 9546 9658 5212 5177 5233 
-17586 1958 1982 1983 9547 9595 9597 
-17587 9547 9595 9597 9548 9596 9598 
-17588 9548 9596 9598 5178 5202 5203 
-17589 1983 1982 2010 9597 9595 9651 
-17590 9597 9595 9651 9598 9596 9652 
-17591 9598 9596 9652 5203 5202 5230 
-17592 1913 234 1989 9457 5063 9609 
-17593 9457 5063 9609 9458 5064 9610 
-17594 9458 5064 9610 5133 878 5209 
-17595 235 1911 1989 5065 9453 9609 
-17596 5065 9453 9609 5066 9454 9610 
-17597 5066 9454 9610 879 5131 5209 
-17598 1906 1962 1979 9443 9555 9589 
-17599 9443 9555 9589 9444 9556 9590 
-17600 9444 9556 9590 5126 5182 5199 
-17601 1906 1979 1990 9443 9589 9611 
-17602 9443 9589 9611 9444 9590 9612 
-17603 9444 9590 9612 5126 5199 5210 
-17604 1920 1962 2000 9471 9555 9631 
-17605 9471 9555 9631 9472 9556 9632 
-17606 9472 9556 9632 5140 5182 5220 
-17607 1962 1906 2000 9555 9443 9631 
-17608 9555 9443 9631 9556 9444 9632 
-17609 9556 9444 9632 5182 5126 5220 
-17610 1907 1973 1997 9445 9577 9625 
-17611 9445 9577 9625 9446 9578 9626 
-17612 9446 9578 9626 5127 5193 5217 
-17613 1961 1919 1986 9553 9469 9603 
-17614 9553 9469 9603 9554 9470 9604 
-17615 9554 9470 9604 5181 5139 5206 
-17616 1962 1920 2002 9555 9471 9635 
-17617 9555 9471 9635 9556 9472 9636 
-17618 9556 9472 9636 5182 5140 5222 
-17619 1993 1963 2005 9617 9557 9641 
-17620 9617 9557 9641 9618 9558 9642 
-17621 9618 9558 9642 5213 5183 5225 
-17622 1915 1963 1993 9461 9557 9617 
-17623 9461 9557 9617 9462 9558 9618 
-17624 9462 9558 9618 5135 5183 5213 
-17625 1986 1994 2001 9603 9619 9633 
-17626 9603 9619 9633 9604 9620 9634 
-17627 9604 9620 9634 5206 5214 5221 
-17628 1986 1919 1994 9603 9469 9619 
-17629 9603 9469 9619 9604 9470 9620 
-17630 9604 9470 9620 5206 5139 5214 
-17631 1919 1961 1988 9469 9553 9607 
-17632 9469 9553 9607 9470 9554 9608 
-17633 9470 9554 9608 5139 5181 5208 
-17634 1915 241 1982 9461 5077 9595 
-17635 9461 5077 9595 9462 5078 9596 
-17636 9462 5078 9596 5135 885 5202 
-17637 241 242 1982 5077 5079 9595 
-17638 5077 5079 9595 5078 5080 9596 
-17639 5078 5080 9596 885 886 5202 
-17640 2004 1991 2013 9639 9613 9657 
-17641 9639 9613 9657 9640 9614 9658 
-17642 9640 9614 9658 5224 5211 5233 
-17643 1914 1992 2013 9459 9615 9657 
-17644 9459 9615 9657 9460 9616 9658 
-17645 9460 9616 9658 5134 5212 5233 
-17646 1991 1914 2013 9613 9459 9657 
-17647 9613 9459 9657 9614 9460 9658 
-17648 9614 9460 9658 5211 5134 5233 
-17649 1997 1973 2014 9625 9577 9659 
-17650 9625 9577 9659 9626 9578 9660 
-17651 9626 9578 9660 5217 5193 5234 
-17652 1973 1907 2007 9577 9445 9645 
-17653 9577 9445 9645 9578 9446 9646 
-17654 9578 9446 9646 5193 5127 5227 
-17655 1996 1918 2006 9623 9467 9643 
-17656 9623 9467 9643 9624 9468 9644 
-17657 9624 9468 9644 5216 5138 5226 
-17658 1996 2006 2015 9623 9643 9661 
-17659 9623 9643 9661 9624 9644 9662 
-17660 9624 9644 9662 5216 5226 5235 
-17661 1956 1969 1989 9543 9569 9609 
-17662 9543 9569 9609 9544 9570 9610 
-17663 9544 9570 9610 5176 5189 5209 
-17664 1913 1969 1984 9457 9569 9599 
-17665 9457 9569 9599 9458 9570 9600 
-17666 9458 9570 9600 5133 5189 5204 
-17667 1922 1921 1984 9475 9473 9599 
-17668 9475 9473 9599 9476 9474 9600 
-17669 9476 9474 9600 5142 5141 5204 
-17670 1924 1922 1964 9479 9475 9559 
-17671 9479 9475 9559 9480 9476 9560 
-17672 9480 9476 9560 5144 5142 5184 
-17673 1954 1967 1970 9539 9565 9571 
-17674 9539 9565 9571 9540 9566 9572 
-17675 9540 9566 9572 5174 5187 5190 
-17676 1975 1909 2009 9581 9449 9649 
-17677 9581 9449 9649 9582 9450 9650 
-17678 9582 9450 9650 5195 5129 5229 
-17679 1946 1970 1972 9523 9571 9575 
-17680 9523 9571 9575 9524 9572 9576 
-17681 9524 9572 9576 5166 5190 5192 
-17682 1967 1965 1970 9565 9561 9571 
-17683 9565 9561 9571 9566 9562 9572 
-17684 9566 9562 9572 5187 5185 5190 
-17685 1946 1954 1970 9523 9539 9571 
-17686 9523 9539 9571 9524 9540 9572 
-17687 9524 9540 9572 5166 5174 5190 
-17688 1970 1929 1972 9571 9489 9575 
-17689 9571 9489 9575 9572 9490 9576 
-17690 9572 9490 9576 5190 5149 5192 
-17691 1965 1929 1970 9561 9489 9571 
-17692 9561 9489 9571 9562 9490 9572 
-17693 9562 9490 9572 5185 5149 5190 
-17694 1956 1968 1969 9543 9567 9569 
-17695 9543 9567 9569 9544 9568 9570 
-17696 9544 9568 9570 5176 5188 5189 
-17697 1926 1929 1965 9483 9489 9561 
-17698 9483 9489 9561 9484 9490 9562 
-17699 9484 9490 9562 5146 5149 5185 
-17700 1968 1945 1971 9567 9521 9573 
-17701 9567 9521 9573 9568 9522 9574 
-17702 9568 9522 9574 5188 5165 5191 
-17703 1956 1945 1968 9543 9521 9567 
-17704 9543 9521 9567 9544 9522 9568 
-17705 9544 9522 9568 5176 5165 5188 
-17706 1927 1968 1971 9485 9567 9573 
-17707 9485 9567 9573 9486 9568 9574 
-17708 9486 9568 9574 5147 5188 5191 
-17709 1938 1931 1971 9507 9493 9573 
-17710 9507 9493 9573 9508 9494 9574 
-17711 9508 9494 9574 5158 5151 5191 
-17712 1945 1938 1971 9521 9507 9573 
-17713 9521 9507 9573 9522 9508 9574 
-17714 9522 9508 9574 5165 5158 5191 
-17715 1931 1928 1971 9493 9487 9573 
-17716 9493 9487 9573 9494 9488 9574 
-17717 9494 9488 9574 5151 5148 5191 
-17718 1933 1937 1972 9497 9505 9575 
-17719 9497 9505 9575 9498 9506 9576 
-17720 9498 9506 9576 5153 5157 5192 
-17721 1937 1946 1972 9505 9523 9575 
-17722 9505 9523 9575 9506 9524 9576 
-17723 9506 9524 9576 5157 5166 5192 
-17724 1930 1933 1972 9491 9497 9575 
-17725 9491 9497 9575 9492 9498 9576 
-17726 9492 9498 9576 5150 5153 5192 
-17727 247 248 1906 5089 5091 9443 
-17728 5089 5091 9443 5090 5092 9444 
-17729 5090 5092 9444 891 892 5126 
-17730 233 234 1913 5061 5063 9457 
-17731 5061 5063 9457 5062 5064 9458 
-17732 5062 5064 9458 877 878 5133 
-17733 1960 1974 1975 9551 9579 9581 
-17734 9551 9579 9581 9552 9580 9582 
-17735 9552 9580 9582 5180 5194 5195 
-17736 235 236 1911 5065 5067 9453 
-17737 5065 5067 9453 5066 5068 9454 
-17738 5066 5068 9454 879 880 5131 
-17739 1960 1942 1974 9551 9515 9579 
-17740 9551 9515 9579 9552 9516 9580 
-17741 9552 9516 9580 5180 5162 5194 
-17742 1942 1936 1974 9515 9503 9579 
-17743 9515 9503 9579 9516 9504 9580 
-17744 9516 9504 9580 5162 5156 5194 
-17745 1944 1959 1973 9519 9549 9577 
-17746 9519 9549 9577 9520 9550 9578 
-17747 9520 9550 9578 5164 5179 5193 
-17748 1933 1936 1937 9497 9503 9505 
-17749 9497 9503 9505 9498 9504 9506 
-17750 9498 9504 9506 5153 5156 5157 
-17751 1951 1977 1978 9533 9585 9587 
-17752 9533 9585 9587 9534 9586 9588 
-17753 9534 9586 9588 5171 5197 5198 
-17754 1937 1942 1944 9505 9515 9519 
-17755 9505 9515 9519 9506 9516 9520 
-17756 9506 9516 9520 5157 5162 5164 
-17757 1946 1944 1953 9523 9519 9537 
-17758 9523 9519 9537 9524 9520 9538 
-17759 9524 9520 9538 5166 5164 5173 
-17760 245 246 1916 5085 5087 9463 
-17761 5085 5087 9463 5086 5088 9464 
-17762 5086 5088 9464 889 890 5136 
-17763 1947 1976 1977 9525 9583 9585 
-17764 9525 9583 9585 9526 9584 9586 
-17765 9526 9584 9586 5167 5196 5197 
-17766 239 240 1908 5073 5075 9447 
-17767 5073 5075 9447 5074 5076 9448 
-17768 5074 5076 9448 883 884 5128 
-17769 1974 1952 1975 9579 9535 9581 
-17770 9579 9535 9581 9580 9536 9582 
-17771 9580 9536 9582 5194 5172 5195 
-17772 1944 1942 1959 9519 9515 9549 
-17773 9519 9515 9549 9520 9516 9550 
-17774 9520 9516 9550 5164 5162 5179 
-17775 1937 1936 1942 9505 9503 9515 
-17776 9505 9503 9515 9506 9504 9516 
-17777 9506 9504 9516 5157 5156 5162 
-17778 237 238 1914 5069 5071 9459 
-17779 5069 5071 9459 5070 5072 9460 
-17780 5070 5072 9460 881 882 5134 
-17781 243 244 1910 5081 5083 9451 
-17782 5081 5083 9451 5082 5084 9452 
-17783 5082 5084 9452 887 888 5130 
-17784 1953 1944 1973 9537 9519 9577 
-17785 9537 9519 9577 9538 9520 9578 
-17786 9538 9520 9578 5173 5164 5193 
-17787 1954 1953 1961 9539 9537 9553 
-17788 9539 9537 9553 9540 9538 9554 
-17789 9540 9538 9554 5174 5173 5181 
-17790 1941 1952 1974 9513 9535 9579 
-17791 9513 9535 9579 9514 9536 9580 
-17792 9514 9536 9580 5161 5172 5194 
-17793 1937 1944 1946 9505 9519 9523 
-17794 9505 9519 9523 9506 9520 9524 
-17795 9506 9520 9524 5157 5164 5166 
-17796 1946 1953 1954 9523 9537 9539 
-17797 9523 9537 9539 9524 9538 9540 
-17798 9524 9538 9540 5166 5173 5174 
-17799 14 241 1915 911 5077 9461 
-17800 911 5077 9461 912 5078 9462 
-17801 912 5078 9462 76 885 5135 
-17802 1941 1950 1952 9513 9531 9535 
-17803 9513 9531 9535 9514 9532 9536 
-17804 9514 9532 9536 5161 5170 5172 
-17805 1933 1934 1936 9497 9499 9503 
-17806 9497 9499 9503 9498 9500 9504 
-17807 9498 9500 9504 5153 5154 5156 
-17808 1959 1942 1960 9549 9515 9551 
-17809 9549 9515 9551 9550 9516 9552 
-17810 9550 9516 9552 5179 5162 5180 
-17811 1936 1941 1974 9503 9513 9579 
-17812 9503 9513 9579 9504 9514 9580 
-17813 9504 9514 9580 5156 5161 5194 
-17814 1951 1947 1977 9533 9525 9585 
-17815 9533 9525 9585 9534 9526 9586 
-17816 9534 9526 9586 5171 5167 5197 
-17817 257 258 1919 5109 5111 9469 
-17818 5109 5111 9469 5110 5112 9470 
-17819 5110 5112 9470 901 902 5139 
-17820 259 260 1912 5113 5115 9455 
-17821 5113 5115 9455 5114 5116 9456 
-17822 5114 5116 9456 903 904 5132 
-17823 1947 1934 1976 9525 9499 9583 
-17824 9525 9499 9583 9526 9500 9584 
-17825 9526 9500 9584 5167 5154 5196 
-17826 261 262 1918 5117 5119 9467 
-17827 5117 5119 9467 5118 5120 9468 
-17828 5118 5120 9468 905 906 5138 
-17829 1934 1932 1976 9499 9495 9583 
-17830 9499 9495 9583 9500 9496 9584 
-17831 9500 9496 9584 5154 5152 5196 
-17832 263 264 1905 5121 5123 9441 
-17833 5121 5123 9441 5122 5124 9442 
-17834 5122 5124 9442 907 908 5125 
-17835 1936 1934 1941 9503 9499 9513 
-17836 9503 9499 9513 9504 9500 9514 
-17837 9504 9500 9514 5156 5154 5161 
-17838 255 256 1907 5105 5107 9445 
-17839 5105 5107 9445 5106 5108 9446 
-17840 5106 5108 9446 899 900 5127 
-17841 1943 1938 1945 9517 9507 9521 
-17842 9517 9507 9521 9518 9508 9522 
-17843 9518 9508 9522 5163 5158 5165 
-17844 1952 1950 1962 9535 9531 9555 
-17845 9535 9531 9555 9536 9532 9556 
-17846 9536 9532 9556 5172 5170 5182 
-17847 253 254 1917 5101 5103 9465 
-17848 5101 5103 9465 5102 5104 9466 
-17849 5102 5104 9466 897 898 5137 
-17850 1955 1945 1956 9541 9521 9543 
-17851 9541 9521 9543 9542 9522 9544 
-17852 9542 9522 9544 5175 5165 5176 
-17853 1977 1949 1978 9585 9529 9587 
-17854 9585 9529 9587 9586 9530 9588 
-17855 9586 9530 9588 5197 5169 5198 
-17856 1933 1932 1934 9497 9495 9499 
-17857 9497 9495 9499 9498 9496 9500 
-17858 9498 9496 9500 5153 5152 5154 
-17859 1930 1932 1933 9491 9495 9497 
-17860 9491 9495 9497 9492 9496 9498 
-17861 9492 9496 9498 5150 5152 5153 
-17862 1940 1949 1977 9511 9529 9585 
-17863 9511 9529 9585 9512 9530 9586 
-17864 9512 9530 9586 5160 5169 5197 
-17865 1943 1945 1955 9517 9521 9541 
-17866 9517 9521 9541 9518 9522 9542 
-17867 9518 9522 9542 5163 5165 5175 
-17868 1941 1947 1950 9513 9525 9531 
-17869 9513 9525 9531 9514 9526 9532 
-17870 9514 9526 9532 5161 5167 5170 
-17871 1958 1948 1963 9547 9527 9557 
-17872 9547 9527 9557 9548 9528 9558 
-17873 9548 9528 9558 5178 5168 5183 
-17874 1935 1939 1940 9501 9509 9511 
-17875 9501 9509 9511 9502 9510 9512 
-17876 9502 9510 9512 5155 5159 5160 
-17877 1940 1948 1949 9511 9527 9529 
-17878 9511 9527 9529 9512 9528 9530 
-17879 9512 9528 9530 5160 5168 5169 
-17880 1941 1934 1947 9513 9499 9525 
-17881 9513 9499 9525 9514 9500 9526 
-17882 9514 9500 9526 5161 5154 5167 
-17883 1935 1940 1976 9501 9511 9583 
-17884 9501 9511 9583 9502 9512 9584 
-17885 9502 9512 9584 5155 5160 5196 
-17886 250 251 1909 5095 5097 9449 
-17887 5095 5097 9449 5096 5098 9450 
-17888 5096 5098 9450 894 895 5129 
-17889 1976 1940 1977 9583 9511 9585 
-17890 9583 9511 9585 9584 9512 9586 
-17891 9584 9512 9586 5196 5160 5197 
-17892 1932 1935 1976 9495 9501 9583 
-17893 9495 9501 9583 9496 9502 9584 
-17894 9496 9502 9584 5152 5155 5196 
-17895 1943 1955 1957 9517 9541 9545 
-17896 9517 9541 9545 9518 9542 9546 
-17897 9518 9542 9546 5163 5175 5177 
-17898 1940 1939 1948 9511 9509 9527 
-17899 9511 9509 9527 9512 9510 9528 
-17900 9512 9510 9528 5160 5159 5168 
-17901 1949 1948 1958 9529 9527 9547 
-17902 9529 9527 9547 9530 9528 9548 
-17903 9530 9528 9548 5169 5168 5178 
-17904 1939 1938 1943 9509 9507 9517 
-17905 9509 9507 9517 9510 9508 9518 
-17906 9510 9508 9518 5159 5158 5163 
-17907 1935 1931 1938 9501 9493 9507 
-17908 9501 9493 9507 9502 9494 9508 
-17909 9502 9494 9508 5155 5151 5158 
-17910 1935 1938 1939 9501 9507 9509 
-17911 9501 9507 9509 9502 9508 9510 
-17912 9502 9508 9510 5155 5158 5159 
-17913 1950 1947 1951 9531 9525 9533 
-17914 9531 9525 9533 9532 9526 9534 
-17915 9532 9526 9534 5170 5167 5171 
-17916 1962 1950 1979 9555 9531 9589 
-17917 9555 9531 9589 9556 9532 9590 
-17918 9556 9532 9590 5182 5170 5199 
-17919 1963 1948 1980 9557 9527 9591 
-17920 9557 9527 9591 9558 9528 9592 
-17921 9558 9528 9592 5183 5168 5200 
-17922 15 249 1920 913 5093 9471 
-17923 913 5093 9471 914 5094 9472 
-17924 914 5094 9472 77 893 5140 
-17925 1943 1957 1980 9517 9545 9591 
-17926 9517 9545 9591 9518 9546 9592 
-17927 9518 9546 9592 5163 5177 5200 
-17928 1939 1943 1980 9509 9517 9591 
-17929 9509 9517 9591 9510 9518 9592 
-17930 9510 9518 9592 5159 5163 5200 
-17931 1932 1931 1935 9495 9493 9501 
-17932 9495 9493 9501 9496 9494 9502 
-17933 9496 9494 9502 5152 5151 5155 
-17934 1948 1939 1980 9527 9509 9591 
-17935 9527 9509 9591 9528 9510 9592 
-17936 9528 9510 9592 5168 5159 5200 
-17937 1950 1951 1979 9531 9533 9589 
-17938 9531 9533 9589 9532 9534 9590 
-17939 9532 9534 9590 5170 5171 5199 
-17940 1930 1931 1932 9491 9493 9495 
-17941 9491 9493 9495 9492 9494 9496 
-17942 9492 9494 9496 5150 5151 5152 
-17943 1929 1930 1972 9489 9491 9575 
-17944 9489 9491 9575 9490 9492 9576 
-17945 9490 9492 9576 5149 5150 5192 
-17946 1930 1928 1931 9491 9487 9493 
-17947 9491 9487 9493 9492 9488 9494 
-17948 9492 9488 9494 5150 5148 5151 
-17949 1929 1928 1930 9489 9487 9491 
-17950 9489 9487 9491 9490 9488 9492 
-17951 9490 9488 9492 5149 5148 5150 
-17952 1968 1964 1969 9567 9559 9569 
-17953 9567 9559 9569 9568 9560 9570 
-17954 9568 9560 9570 5188 5184 5189 
-17955 1966 1965 1967 9563 9561 9565 
-17956 9563 9561 9565 9564 9562 9566 
-17957 9564 9562 9566 5186 5185 5187 
-17958 1926 1928 1929 9483 9487 9489 
-17959 9483 9487 9489 9484 9488 9490 
-17960 9484 9488 9490 5146 5148 5149 
-17961 1928 1927 1971 9487 9485 9573 
-17962 9487 9485 9573 9488 9486 9574 
-17963 9488 9486 9574 5148 5147 5191 
-17964 1927 1964 1968 9485 9559 9567 
-17965 9485 9559 9567 9486 9560 9568 
-17966 9486 9560 9568 5147 5184 5188 
-17967 1925 1965 1966 9481 9561 9563 
-17968 9481 9561 9563 9482 9562 9564 
-17969 9482 9562 9564 5145 5185 5186 
-17970 1927 1924 1964 9485 9479 9559 
-17971 9485 9479 9559 9486 9480 9560 
-17972 9486 9480 9560 5147 5144 5184 
-17973 1926 1927 1928 9483 9485 9487 
-17974 9483 9485 9487 9484 9486 9488 
-17975 9484 9486 9488 5146 5147 5148 
-17976 1925 1926 1965 9481 9483 9561 
-17977 9481 9483 9561 9482 9484 9562 
-17978 9482 9484 9562 5145 5146 5185 
-17979 1926 1924 1927 9483 9479 9485 
-17980 9483 9479 9485 9484 9480 9486 
-17981 9484 9480 9486 5146 5144 5147 
-17982 1925 1924 1926 9481 9479 9483 
-17983 9481 9479 9483 9482 9480 9484 
-17984 9482 9480 9484 5145 5144 5146 
-17985 1923 1924 1925 9477 9479 9481 
-17986 9477 9479 9481 9478 9480 9482 
-17987 9478 9480 9482 5143 5144 5145 
-17988 1959 1960 1981 9549 9551 9593 
-17989 9549 9551 9593 9550 9552 9594 
-17990 9550 9552 9594 5179 5180 5201 
-17991 1910 1983 2010 9451 9597 9651 
-17992 9451 9597 9651 9452 9598 9652 
-17993 9452 9598 9652 5130 5203 5230 
-17994 1923 1922 1924 9477 9475 9479 
-17995 9477 9475 9479 9478 9476 9480 
-17996 9478 9476 9480 5143 5142 5144 
-17997 1988 1961 2003 9607 9553 9637 
-17998 9607 9553 9637 9608 9554 9638 
-17999 9608 9554 9638 5208 5181 5223 
-18000 1978 1949 1983 9587 9529 9597 
-18001 9587 9529 9597 9588 9530 9598 
-18002 9588 9530 9598 5198 5169 5203 
-18003 1969 1964 1984 9569 9559 9599 
-18004 9569 9559 9599 9570 9560 9600 
-18005 9570 9560 9600 5189 5184 5204 
-18006 1949 1958 1983 9529 9547 9597 
-18007 9529 9547 9597 9530 9548 9598 
-18008 9530 9548 9598 5169 5178 5203 
-18009 2003 1961 2007 9637 9553 9645 
-18010 9637 9553 9645 9638 9554 9646 
-18011 9638 9554 9646 5223 5181 5227 
-18012 1905 1922 1923 9441 9475 9477 
-18013 9441 9475 9477 9442 9476 9478 
-18014 9442 9476 9478 5125 5142 5143 
-18015 1979 1951 1985 9589 9533 9601 
-18016 9589 9533 9601 9590 9534 9602 
-18017 9590 9534 9602 5199 5171 5205 
-18018 1916 1985 1987 9463 9601 9605 
-18019 9463 9601 9605 9464 9602 9606 
-18020 9464 9602 9606 5136 5205 5207 
-18021 1954 1961 1986 9539 9553 9603 
-18022 9539 9553 9603 9540 9554 9604 
-18023 9540 9554 9604 5174 5181 5206 
-18024 1978 1983 1987 9587 9597 9605 
-18025 9587 9597 9605 9588 9598 9606 
-18026 9588 9598 9606 5198 5203 5207 
-18027 1964 1922 1984 9559 9475 9599 
-18028 9559 9475 9599 9560 9476 9600 
-18029 9560 9476 9600 5184 5142 5204 
-18030 1983 1910 1987 9597 9451 9605 
-18031 9597 9451 9605 9598 9452 9606 
-18032 9598 9452 9606 5203 5130 5207 
-18033 1905 1923 1995 9441 9477 9621 
-18034 9441 9477 9621 9442 9478 9622 
-18035 9442 9478 9622 5125 5143 5215 
-18036 1966 1967 2001 9563 9565 9633 
-18037 9563 9565 9633 9564 9566 9634 
-18038 9564 9566 9634 5186 5187 5221 
-18039 1952 1962 2002 9535 9555 9635 
-18040 9535 9555 9635 9536 9556 9636 
-18041 9536 9556 9636 5172 5182 5222 
-18042 1980 1957 2005 9591 9545 9641 
-18043 9591 9545 9641 9592 9546 9642 
-18044 9592 9546 9642 5200 5177 5225 
-18045 1951 1978 1985 9533 9587 9601 
-18046 9533 9587 9601 9534 9588 9602 
-18047 9534 9588 9602 5171 5198 5205 
-18048 1923 1925 2006 9477 9481 9643 
-18049 9477 9481 9643 9478 9482 9644 
-18050 9478 9482 9644 5143 5145 5226 
-18051 1953 1973 2007 9537 9577 9645 
-18052 9537 9577 9645 9538 9578 9646 
-18053 9538 9578 9646 5173 5193 5227 
-18054 1908 1993 2005 9447 9617 9641 
-18055 9447 9617 9641 9448 9618 9642 
-18056 9448 9618 9642 5128 5213 5225 
-18057 1967 1954 1986 9565 9539 9603 
-18058 9565 9539 9603 9566 9540 9604 
-18059 9566 9540 9604 5187 5174 5206 
-18060 1981 1917 2014 9593 9465 9659 
-18061 9593 9465 9659 9594 9466 9660 
-18062 9594 9466 9660 5201 5137 5234 
-18063 1959 1981 2014 9549 9593 9659 
-18064 9549 9593 9659 9550 9594 9660 
-18065 9550 9594 9660 5179 5201 5234 
-18066 1916 1987 2008 9463 9605 9647 
-18067 9463 9605 9647 9464 9606 9648 
-18068 9464 9606 9648 5136 5207 5228 
-18069 1969 1913 1989 9569 9457 9609 
-18070 9569 9457 9609 9570 9458 9610 
-18071 9570 9458 9610 5189 5133 5209 
-18072 16 257 1988 915 5109 9607 
-18073 915 5109 9607 916 5110 9608 
-18074 916 5110 9608 78 901 5208 
-18075 257 1919 1988 5109 9469 9607 
-18076 5109 9469 9607 5110 9470 9608 
-18077 5110 9470 9608 901 5139 5208 
-18078 1984 1921 2011 9599 9473 9653 
-18079 9599 9473 9653 9600 9474 9654 
-18080 9600 9474 9654 5204 5141 5231 
-18081 1905 1921 1922 9441 9473 9475 
-18082 9441 9473 9475 9442 9474 9476 
-18083 9442 9474 9476 5125 5141 5142 
-18084 1920 1999 2002 9471 9629 9635 
-18085 9471 9629 9635 9472 9630 9636 
-18086 9472 9630 9636 5140 5219 5222 
-18087 1955 1956 2004 9541 9543 9639 
-18088 9541 9543 9639 9542 9544 9640 
-18089 9542 9544 9640 5175 5176 5224 
-18090 1998 1981 2009 9627 9593 9649 
-18091 9627 9593 9649 9628 9594 9650 
-18092 9628 9594 9650 5218 5201 5229 
-18093 1981 1960 2009 9593 9551 9649 
-18094 9593 9551 9649 9594 9552 9650 
-18095 9594 9552 9650 5201 5180 5229 
-18096 264 13 1921 5123 909 9473 
-18097 5123 909 9473 5124 910 9474 
-18098 5124 910 9474 908 75 5141 
-18099 1905 264 1921 9441 5123 9473 
-18100 9441 5123 9473 9442 5124 9474 
-18101 9442 5124 9474 5125 908 5141 
-18102 248 15 2000 5091 913 9631 
-18103 5091 913 9631 5092 914 9632 
-18104 5092 914 9632 892 77 5220 
-18105 1906 248 2000 9443 5091 9631 
-18106 9443 5091 9631 9444 5092 9632 
-18107 9444 5092 9632 5126 892 5220 
-18108 1916 246 1990 9463 5087 9611 
-18109 9463 5087 9611 9464 5088 9612 
-18110 9464 5088 9612 5136 890 5210 
-18111 1911 236 1991 9453 5067 9613 
-18112 9453 5067 9613 9454 5068 9614 
-18113 9454 5068 9614 5131 880 5211 
-18114 239 1908 1992 5073 9447 9615 
-18115 5073 9447 9615 5074 9448 9616 
-18116 5074 9448 9616 883 5128 5212 
-18117 237 1914 1991 5069 9459 9613 
-18118 5069 9459 9613 5070 9460 9614 
-18119 5070 9460 9614 881 5134 5211 
-18120 1908 240 1993 9447 5075 9617 
-18121 9447 5075 9617 9448 5076 9618 
-18122 9448 5076 9618 5128 884 5213 
-18123 247 1906 1990 5089 9443 9611 
-18124 5089 9443 9611 5090 9444 9612 
-18125 5090 9444 9612 891 5126 5210 
-18126 1914 238 1992 9459 5071 9615 
-18127 9459 5071 9615 9460 5072 9616 
-18128 9460 5072 9616 5134 882 5212 
-18129 246 247 1990 5087 5089 9611 
-18130 5087 5089 9611 5088 5090 9612 
-18131 5088 5090 9612 890 891 5210 
-18132 14 1915 1993 911 9461 9617 
-18133 911 9461 9617 912 9462 9618 
-18134 912 9462 9618 76 5135 5213 
-18135 236 237 1991 5067 5069 9613 
-18136 5067 5069 9613 5068 5070 9614 
-18137 5068 5070 9614 880 881 5211 
-18138 238 239 1992 5071 5073 9615 
-18139 5071 5073 9615 5072 5074 9616 
-18140 5072 5074 9616 882 883 5212 
-18141 240 14 1993 5075 911 9617 
-18142 5075 911 9617 5076 912 9618 
-18143 5076 912 9618 884 76 5213 
-18144 260 261 1996 5115 5117 9623 
-18145 5115 5117 9623 5116 5118 9624 
-18146 5116 5118 9624 904 905 5216 
-18147 259 1912 1994 5113 9455 9619 
-18148 5113 9455 9619 5114 9456 9620 
-18149 5114 9456 9620 903 5132 5214 
-18150 1912 260 1996 9455 5115 9623 
-18151 9455 5115 9623 9456 5116 9624 
-18152 9456 5116 9624 5132 904 5216 
-18153 258 259 1994 5111 5113 9619 
-18154 5111 5113 9619 5112 5114 9620 
-18155 5112 5114 9620 902 903 5214 
-18156 1919 258 1994 9469 5111 9619 
-18157 9469 5111 9619 9470 5112 9620 
-18158 9470 5112 9620 5139 902 5214 
-18159 1918 262 1995 9467 5119 9621 
-18160 9467 5119 9621 9468 5120 9622 
-18161 9468 5120 9622 5138 906 5215 
-18162 262 263 1995 5119 5121 9621 
-18163 5119 5121 9621 5120 5122 9622 
-18164 5120 5122 9622 906 907 5215 
-18165 263 1905 1995 5121 9441 9621 
-18166 5121 9441 9621 5122 9442 9622 
-18167 5122 9442 9622 907 5125 5215 
-18168 254 255 1997 5103 5105 9625 
-18169 5103 5105 9625 5104 5106 9626 
-18170 5104 5106 9626 898 899 5217 
-18171 261 1918 1996 5117 9467 9623 
-18172 5117 9467 9623 5118 9468 9624 
-18173 5118 9468 9624 905 5138 5216 
-18174 255 1907 1997 5105 9445 9625 
-18175 5105 9445 9625 5106 9446 9626 
-18176 5106 9446 9626 899 5127 5217 
-18177 1917 254 1997 9465 5103 9625 
-18178 9465 5103 9625 9466 5104 9626 
-18179 9466 5104 9626 5137 898 5217 
-18180 251 252 1998 5097 5099 9627 
-18181 5097 5099 9627 5098 5100 9628 
-18182 5098 5100 9628 895 896 5218 
-18183 249 250 1999 5093 5095 9629 
-18184 5093 5095 9629 5094 5096 9630 
-18185 5094 5096 9630 893 894 5219 
-18186 1909 251 1998 9449 5097 9627 
-18187 9449 5097 9627 9450 5098 9628 
-18188 9450 5098 9628 5129 895 5218 
-18189 250 1909 1999 5095 9449 9629 
-18190 5095 9449 9629 5096 9450 9630 
-18191 5096 9450 9630 894 5129 5219 
-18192 1920 249 1999 9471 5093 9629 
-18193 9471 5093 9629 9472 5094 9630 
-18194 9472 5094 9630 5140 893 5219 
-18195 15 1920 2000 913 9471 9631 
-18196 913 9471 9631 914 9472 9632 
-18197 914 9472 9632 77 5140 5220 
-18198 256 16 2003 5107 915 9637 
-18199 5107 915 9637 5108 916 9638 
-18200 5108 916 9638 900 78 5223 
-18201 1975 1952 2002 9581 9535 9635 
-18202 9581 9535 9635 9582 9536 9636 
-18203 9582 9536 9636 5195 5172 5222 
-18204 245 1916 2008 5085 9463 9647 
-18205 5085 9463 9647 5086 9464 9648 
-18206 5086 9464 9648 889 5136 5228 
-18207 1910 244 2008 9451 5083 9647 
-18208 9451 5083 9647 9452 5084 9648 
-18209 9452 5084 9648 5130 888 5228 
-18210 1907 256 2003 9445 5107 9637 
-18211 9445 5107 9637 9446 5108 9638 
-18212 9446 5108 9638 5127 900 5223 
-18213 242 243 2010 5079 5081 9651 
-18214 5079 5081 9651 5080 5082 9652 
-18215 5080 5082 9652 886 887 5230 
-18216 1960 1975 2009 9551 9581 9649 
-18217 9551 9581 9649 9552 9582 9650 
-18218 9552 9582 9650 5180 5195 5229 
-18219 233 1913 2011 5061 9457 9653 
-18220 5061 9457 9653 5062 9458 9654 
-18221 5062 9458 9654 877 5133 5231 
-18222 1985 1978 1987 9601 9587 9605 
-18223 9601 9587 9605 9602 9588 9606 
-18224 9602 9588 9606 5205 5198 5207 
-18225 1982 242 2010 9595 5079 9651 
-18226 9595 5079 9651 9596 5080 9652 
-18227 9596 5080 9652 5202 886 5230 
-18228 1963 1980 2005 9557 9591 9641 
-18229 9557 9591 9641 9558 9592 9642 
-18230 9558 9592 9642 5183 5200 5225 
-18231 253 1917 2012 5101 9465 9655 
-18232 5101 9465 9655 5102 9466 9656 
-18233 5102 9466 9656 897 5137 5232 
-18234 1917 1981 2012 9465 9593 9655 
-18235 9465 9593 9655 9466 9594 9656 
-18236 9466 9594 9656 5137 5201 5232 
-18237 1966 2001 2015 9563 9633 9661 
-18238 9563 9633 9661 9564 9634 9662 
-18239 9564 9634 9662 5186 5221 5235 
-18240 1981 1998 2012 9593 9627 9655 
-18241 9593 9627 9655 9594 9628 9656 
-18242 9594 9628 9656 5201 5218 5232 
-18243 1994 1912 2001 9619 9455 9633 
-18244 9619 9455 9633 9620 9456 9634 
-18245 9620 9456 9634 5214 5132 5221 
-18246 1925 1966 2006 9481 9563 9643 
-18247 9481 9563 9643 9482 9564 9644 
-18248 9482 9564 9644 5145 5186 5226 
-18249 1961 1953 2007 9553 9537 9645 
-18250 9553 9537 9645 9554 9538 9646 
-18251 9554 9538 9646 5181 5173 5227 
-18252 1913 1984 2011 9457 9599 9653 
-18253 9457 9599 9653 9458 9600 9654 
-18254 9458 9600 9654 5133 5204 5231 
-18255 244 245 2008 5083 5085 9647 
-18256 5083 5085 9647 5084 5086 9648 
-18257 5084 5086 9648 888 889 5228 
-18258 243 1910 2010 5081 9451 9651 
-18259 5081 9451 9651 5082 9452 9652 
-18260 5082 9452 9652 887 5130 5230 
-18261 1967 1986 2001 9565 9603 9633 
-18262 9565 9603 9633 9566 9604 9634 
-18263 9566 9604 9634 5187 5206 5221 
-18264 1917 1997 2014 9465 9625 9659 
-18265 9465 9625 9659 9466 9626 9660 
-18266 9466 9626 9660 5137 5217 5234 
-18267 13 233 2011 909 5061 9653 
-18268 909 5061 9653 910 5062 9654 
-18269 910 5062 9654 75 877 5231 
-18270 252 253 2012 5099 5101 9655 
-18271 5099 5101 9655 5100 5102 9656 
-18272 5100 5102 9656 896 897 5232 
-18273 16 1988 2003 915 9607 9637 
-18274 915 9607 9637 916 9608 9638 
-18275 916 9608 9638 78 5208 5223 
-18276 1957 1955 2013 9545 9541 9657 
-18277 9545 9541 9657 9546 9542 9658 
-18278 9546 9542 9658 5177 5175 5233 
-18279 1987 1910 2008 9605 9451 9647 
-18280 9605 9451 9647 9606 9452 9648 
-18281 9606 9452 9648 5207 5130 5228 
-18282 1973 1959 2014 9577 9549 9659 
-18283 9577 9549 9659 9578 9550 9660 
-18284 9578 9550 9660 5193 5179 5234 
-18285 1955 2004 2013 9541 9639 9657 
-18286 9541 9639 9657 9542 9640 9658 
-18287 9542 9640 9658 5175 5224 5233 
-18288 1911 1991 2004 9453 9613 9639 
-18289 9453 9613 9639 9454 9614 9640 
-18290 9454 9614 9640 5131 5211 5224 
-18291 1921 13 2011 9473 909 9653 
-18292 9473 909 9653 9474 910 9654 
-18293 9474 910 9654 5141 75 5231 
-18294 1998 252 2012 9627 5099 9655 
-18295 9627 5099 9655 9628 5100 9656 
-18296 9628 5100 9656 5218 896 5232 
-18297 2001 1912 2015 9633 9455 9661 
-18298 9633 9455 9661 9634 9456 9662 
-18299 9634 9456 9662 5221 5132 5235 
-18300 1907 2003 2007 9445 9637 9645 
-18301 9445 9637 9645 9446 9638 9646 
-18302 9446 9638 9646 5127 5223 5227 
-18303 2006 1966 2015 9643 9563 9661 
-18304 9643 9563 9661 9644 9564 9662 
-18305 9644 9564 9662 5226 5186 5235 
-18306 1909 1998 2009 9449 9627 9649 
-18307 9449 9627 9649 9450 9628 9650 
-18308 9450 9628 9650 5129 5218 5229 
-18309 1912 1996 2015 9455 9623 9661 
-18310 9455 9623 9661 9456 9624 9662 
-18311 9456 9624 9662 5132 5216 5235 
-3 5 6 942
-18312 2087 2028 2088 9805 9687 9807 
-18313 9805 9687 9807 9806 9688 9808 
-18314 9806 9688 9808 5379 5320 5380 
-18315 2091 2092 2117 9813 9815 9865 
-18316 9813 9815 9865 9814 9816 9866 
-18317 9814 9816 9866 5383 5384 5409 
-18318 270 271 2125 5246 5248 9881 
-18319 5246 5248 9881 5247 5249 9882 
-18320 5247 5249 9882 922 923 5417 
-18321 2088 2028 2096 9807 9687 9823 
-18322 9807 9687 9823 9808 9688 9824 
-18323 9808 9688 9824 5380 5320 5388 
-18324 297 298 2126 5300 5302 9883 
-18325 5300 5302 9883 5301 5303 9884 
-18326 5301 5303 9884 949 950 5418 
-18327 2016 2091 2117 9663 9813 9865 
-18328 9663 9813 9865 9664 9814 9866 
-18329 9664 9814 9866 5308 5383 5409 
-18330 2024 2084 2085 9679 9799 9801 
-18331 9679 9799 9801 9680 9800 9802 
-18332 9680 9800 9802 5316 5376 5377 
-18333 2129 2080 2147 9889 9791 9925 
-18334 9889 9791 9925 9890 9792 9926 
-18335 9890 9792 9926 5421 5372 5439 
-18336 2108 2118 2136 9847 9867 9903 
-18337 9847 9867 9903 9848 9868 9904 
-18338 9848 9868 9904 5400 5410 5428 
-18339 2115 2080 2129 9861 9791 9889 
-18340 9861 9791 9889 9862 9792 9890 
-18341 9862 9792 9890 5407 5372 5421 
-18342 2025 2129 2147 9681 9889 9925 
-18343 9681 9889 9925 9682 9890 9926 
-18344 9682 9890 9926 5317 5421 5439 
-18345 2093 2030 2099 9817 9691 9829 
-18346 9817 9691 9829 9818 9692 9830 
-18347 9818 9692 9830 5385 5322 5391 
-18348 2119 2123 2128 9869 9877 9887 
-18349 9869 9877 9887 9870 9878 9888 
-18350 9870 9878 9888 5411 5415 5420 
-18351 2126 2103 2143 9883 9837 9917 
-18352 9883 9837 9917 9884 9838 9918 
-18353 9884 9838 9918 5418 5395 5435 
-18354 2099 2030 2117 9829 9691 9865 
-18355 9829 9691 9865 9830 9692 9866 
-18356 9830 9692 9866 5391 5322 5409 
-18357 2091 2016 2131 9813 9663 9893 
-18358 9813 9663 9893 9814 9664 9894 
-18359 9814 9664 9894 5383 5308 5423 
-18360 2018 2126 2143 9667 9883 9917 
-18361 9667 9883 9917 9668 9884 9918 
-18362 9668 9884 9918 5310 5418 5435 
-18363 2132 2090 2152 9895 9811 9935 
-18364 9895 9811 9935 9896 9812 9936 
-18365 9896 9812 9936 5424 5382 5444 
-18366 2091 2131 2151 9813 9893 9933 
-18367 9813 9893 9933 9814 9894 9934 
-18368 9814 9894 9934 5383 5423 5443 
-18369 2118 2023 2136 9867 9677 9903 
-18370 9867 9677 9903 9868 9678 9904 
-18371 9868 9678 9904 5410 5315 5428 
-18372 2092 2099 2117 9815 9829 9865 
-18373 9815 9829 9865 9816 9830 9866 
-18374 9816 9830 9866 5384 5391 5409 
-18375 2133 2132 2152 9897 9895 9935 
-18376 9897 9895 9935 9898 9896 9936 
-18377 9898 9896 9936 5425 5424 5444 
-18378 2074 2119 2121 9779 9869 9873 
-18379 9779 9869 9873 9780 9870 9874 
-18380 9780 9870 9874 5366 5411 5413 
-18381 2017 270 2125 9665 5246 9881 
-18382 9665 5246 9881 9666 5247 9882 
-18383 9666 5247 9882 5309 922 5417 
-18384 271 2028 2125 5248 9687 9881 
-18385 5248 9687 9881 5249 9688 9882 
-18386 5249 9688 9882 923 5320 5417 
-18387 2018 297 2126 9667 5300 9883 
-18388 9667 5300 9883 9668 5301 9884 
-18389 9668 5301 9884 5310 949 5418 
-18390 2123 2027 2128 9877 9685 9887 
-18391 9877 9685 9887 9878 9686 9888 
-18392 9878 9686 9888 5415 5319 5420 
-18393 2084 2024 2118 9799 9679 9867 
-18394 9799 9679 9867 9800 9680 9868 
-18395 9800 9680 9868 5376 5316 5410 
-18396 298 2124 2126 5302 9879 9883 
-18397 5302 9879 9883 5303 9880 9884 
-18398 5303 9880 9884 950 5416 5418 
-18399 2088 2096 2120 9807 9823 9871 
-18400 9807 9823 9871 9808 9824 9872 
-18401 9808 9824 9872 5380 5388 5412 
-18402 2120 2096 2142 9871 9823 9915 
-18403 9871 9823 9915 9872 9824 9916 
-18404 9872 9824 9916 5412 5388 5434 
-18405 2090 2132 2138 9811 9895 9907 
-18406 9811 9895 9907 9812 9896 9908 
-18407 9812 9896 9908 5382 5424 5430 
-18408 2031 2083 2148 9693 9797 9927 
-18409 9693 9797 9927 9694 9798 9928 
-18410 9694 9798 9928 5323 5375 5440 
-18411 2083 2031 2141 9797 9693 9913 
-18412 9797 9693 9913 9798 9694 9914 
-18413 9798 9694 9914 5375 5323 5433 
-18414 2119 2019 2121 9869 9669 9873 
-18415 9869 9669 9873 9870 9670 9874 
-18416 9870 9670 9874 5411 5311 5413 
-18417 2024 2085 2124 9679 9801 9879 
-18418 9679 9801 9879 9680 9802 9880 
-18419 9680 9802 9880 5316 5377 5416 
-18420 2086 2027 2123 9803 9685 9877 
-18421 9803 9685 9877 9804 9686 9878 
-18422 9804 9686 9878 5378 5319 5415 
-18423 2028 272 2096 9687 5250 9823 
-18424 9687 5250 9823 9688 5251 9824 
-18425 9688 5251 9824 5320 924 5388 
-18426 272 273 2096 5250 5252 9823 
-18427 5250 5252 9823 5251 5253 9824 
-18428 5251 5253 9824 924 925 5388 
-18429 2026 2097 2098 9683 9825 9827 
-18430 9683 9825 9827 9684 9826 9828 
-18431 9684 9826 9828 5318 5389 5390 
-18432 2028 2087 2125 9687 9805 9881 
-18433 9687 9805 9881 9688 9806 9882 
-18434 9688 9806 9882 5320 5379 5417 
-18435 2098 2074 2121 9827 9779 9873 
-18436 9827 9779 9873 9828 9780 9874 
-18437 9828 9780 9874 5390 5366 5413 
-18438 2134 2148 2153 9899 9927 9937 
-18439 9899 9927 9937 9900 9928 9938 
-18440 9900 9928 9938 5426 5440 5445 
-18441 2134 2031 2148 9899 9693 9927 
-18442 9899 9693 9927 9900 9694 9928 
-18443 9900 9694 9928 5426 5323 5440 
-18444 2017 2094 2115 9665 9819 9861 
-18445 9665 9819 9861 9666 9820 9862 
-18446 9666 9820 9862 5309 5386 5407 
-18447 2027 2086 2137 9685 9803 9905 
-18448 9685 9803 9905 9686 9804 9906 
-18449 9686 9804 9906 5319 5378 5429 
-18450 2108 2084 2118 9847 9799 9867 
-18451 9847 9799 9867 9848 9800 9868 
-18452 9848 9800 9868 5400 5376 5410 
-18453 2026 2098 2121 9683 9827 9873 
-18454 9683 9827 9873 9684 9828 9874 
-18455 9684 9828 9874 5318 5390 5413 
-18456 2032 2033 2097 9695 9697 9825 
-18457 9695 9697 9825 9696 9698 9826 
-18458 9696 9698 9826 5324 5325 5389 
-18459 2074 2098 2100 9779 9827 9831 
-18460 9779 9827 9831 9780 9828 9832 
-18461 9780 9828 9832 5366 5390 5392 
-18462 2073 2100 2102 9777 9831 9835 
-18463 9777 9831 9835 9778 9832 9836 
-18464 9778 9832 9836 5365 5392 5394 
-18465 2098 2095 2100 9827 9821 9831 
-18466 9827 9821 9831 9828 9822 9832 
-18467 9828 9822 9832 5390 5387 5392 
-18468 2073 2074 2100 9777 9779 9831 
-18469 9777 9779 9831 9778 9780 9832 
-18470 9778 9780 9832 5365 5366 5392 
-18471 2100 2038 2102 9831 9707 9835 
-18472 9831 9707 9835 9832 9708 9836 
-18473 9832 9708 9836 5392 5330 5394 
-18474 2095 2038 2100 9821 9707 9831 
-18475 9821 9707 9831 9822 9708 9832 
-18476 9822 9708 9832 5387 5330 5392 
-18477 2035 2038 2095 9701 9707 9821 
-18478 9701 9707 9821 9702 9708 9822 
-18479 9702 9708 9822 5327 5330 5387 
-18480 2099 2092 2101 9829 9815 9833 
-18481 9829 9815 9833 9830 9816 9834 
-18482 9830 9816 9834 5391 5384 5393 
-18483 2036 2099 2101 9703 9829 9833 
-18484 9703 9829 9833 9704 9830 9834 
-18485 9704 9830 9834 5328 5391 5393 
-18486 2040 2101 2116 9711 9833 9863 
-18487 9711 9833 9863 9712 9834 9864 
-18488 9712 9834 9864 5332 5393 5408 
-18489 2101 2092 2116 9833 9815 9863 
-18490 9833 9815 9863 9834 9816 9864 
-18491 9834 9816 9864 5393 5384 5408 
-18492 2040 2037 2101 9711 9705 9833 
-18493 9711 9705 9833 9712 9706 9834 
-18494 9712 9706 9834 5332 5329 5393 
-18495 2102 2042 2107 9835 9715 9845 
-18496 9835 9715 9845 9836 9716 9846 
-18497 9836 9716 9846 5394 5334 5399 
-18498 2073 2102 2107 9777 9835 9845 
-18499 9777 9835 9845 9778 9836 9846 
-18500 9778 9836 9846 5365 5394 5399 
-18501 2039 2042 2102 9709 9715 9835 
-18502 9709 9715 9835 9710 9716 9836 
-18503 9710 9716 9836 5331 5334 5394 
-18504 2049 2044 2104 9729 9719 9839 
-18505 9729 9719 9839 9730 9720 9840 
-18506 9730 9720 9840 5341 5336 5396 
-18507 2104 2040 2116 9839 9711 9863 
-18508 9839 9711 9863 9840 9712 9864 
-18509 9840 9712 9864 5396 5332 5408 
-18510 2063 2049 2104 9757 9729 9839 
-18511 9757 9729 9839 9758 9730 9840 
-18512 9758 9730 9840 5355 5341 5396 
-18513 2044 2041 2104 9719 9713 9839 
-18514 9719 9713 9839 9720 9714 9840 
-18515 9720 9714 9840 5336 5333 5396 
-18516 2079 2103 2110 9789 9837 9851 
-18517 9789 9837 9851 9790 9838 9852 
-18518 9790 9838 9852 5371 5395 5402 
-18519 2103 2076 2110 9837 9783 9851 
-18520 9837 9783 9851 9838 9784 9852 
-18521 9838 9784 9852 5395 5368 5402 
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-18533 954 5237 9678 79 917 5315 
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-18536 9846 9716 9850 5399 5334 5401 
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-18544 9763 9845 9849 9764 9846 9850 
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-18547 9745 9759 9843 9746 9760 9844 
-18548 9746 9760 9844 5349 5356 5398 
-18549 280 281 2026 5266 5268 9683 
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-18608 5239 5241 9682 918 919 5317 
-18609 2058 2053 2060 9747 9737 9751 
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-3 10 6 78
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-22247 1129 6130 6150 97 1117 1127 
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-3 11 6 537
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-22317 485 486 2650 6212 6214 10931 
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-22323 2589 2632 2641 10809 10895 10913 
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-35548 12657 14025 14409 12658 14026 14410 
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-35561 14124 13108 14216 8426 7918 8472 
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-35625 3934 4289 4354 13499 14209 14339 
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-35631 392 4308 4374 5916 14247 14379 
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-35634 3726 4245 4385 13083 14121 14401 
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-35649 4358 3800 4384 14347 13231 14399 
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-35652 3710 4358 4384 13051 14347 14399 
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-35655 8 134 2 831 4447 783 
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-35659 4692 831 783 4693 832 784 
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-35663 4693 784 4446 816 64 753 
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-35668 957 1170 5272 958 1171 5273 
-35669 958 1171 5273 81 102 935 
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-35671 6202 1170 957 6203 1171 958 
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-35741 6328 4665 4663 1188 802 801 
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-35757 479 478 284 6200 6198 5274 
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-35759 6201 6199 5275 1155 1154 936 
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-35762 5720 5718 6792 1035 1034 1337 
-35763 368 367 662 5721 5719 6789 
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-35765 5722 5720 6790 1036 1035 1336 
-35766 367 663 662 5719 6791 6789 
-35767 5719 6791 6789 5720 6792 6790 
-35768 5720 6792 6790 1035 1337 1336 
-35769 368 662 661 5721 6789 6787 
-35770 5721 6789 6787 5722 6790 6788 
-35771 5722 6790 6788 1036 1336 1335 
-35772 442 374 373 7113 5880 5878 
-35773 7113 5880 5878 7114 5881 5879 
-35774 7114 5881 5879 1413 1054 1053 
-35775 442 373 441 7113 5878 7111 
-35776 7113 5878 7111 7114 5879 7112 
-35777 7114 5879 7112 1413 1053 1412 
-35778 699 396 700 6954 5924 6956 
-35779 6954 5924 6956 6955 5925 6957 
-35780 6955 5925 6957 1378 1076 1379 
-35781 616 615 648 6638 6636 6747 
-35782 6638 6636 6747 6639 6637 6748 
-35783 6639 6637 6748 1279 1278 1313 
-35784 648 615 649 6747 6636 6749 
-35785 6747 6636 6749 6748 6637 6750 
-35786 6748 6637 6750 1313 1278 1314 
-35787 647 617 616 6745 6640 6638 
-35788 6745 6640 6638 6746 6641 6639 
-35789 6746 6641 6639 1312 1280 1279 
-35790 647 616 648 6745 6638 6747 
-35791 6745 6638 6747 6746 6639 6748 
-35792 6746 6639 6748 1312 1279 1313 
-$EndElements
diff --git a/dG3D/benchmarks/clustering_InteractionTensor/run.py b/dG3D/benchmarks/clustering_InteractionTensor/run.py
deleted file mode 100644
index dc84936f2e94aa8d649fbb109b08019d947d9e75..0000000000000000000000000000000000000000
--- a/dG3D/benchmarks/clustering_InteractionTensor/run.py
+++ /dev/null
@@ -1,89 +0,0 @@
-from gmshpy import *
-from dG3Dpy import*
-
-# material law
-lawnum1 = 11 # unique number of law
-E = 3E3 #MPa
-nu = 0.3
-K = E/3./(1.-2.*nu)	# Bulk mudulus
-mu =E/2./(1.+nu)	  # Shear mudulus
-rho = 7850e-9 # Bulk mass
-sy0 = 100. #MPa
-h = 100.
-
-#harden1= ExponentialJ2IsotropicHardening(lawnum1, 1e100, 1000., 1.)
-#law1 = J2SmallStrainDG3DMaterialLaw(lawnum1,rho,E,nu,harden1)
- 
-law1   = dG3DLinearElasticMaterialLaw(lawnum1,rho,E,nu)
-
-lawnum2 = 12 # unique number of law
-E2 = E*100
-nu2 = 0.2
-
-#harden2= ExponentialJ2IsotropicHardening(lawnum2, 1e100, 1000., 1.)
-#law2 = J2SmallStrainDG3DMaterialLaw(lawnum2,rho,E2,nu2,harden2)
-
-law2   = dG3DLinearElasticMaterialLaw(lawnum2,rho,E2,nu2)
-
-# geometry
-meshfile="Window.msh" # name of mesh file
-
-myfield1 = dG3DDomain(1000,51,0,lawnum1,0,3)
-myfield2 = dG3DDomain(1000,52,0,lawnum2,0,3)
-
-# solver
-sol = 2  # Gmm=0 (default) Taucs=1 PETsc=2
-soltype =1 # StaticLinear=0 (default) StaticNonLinear=1
-nstep = 1  # number of step (used only if soltype=1)
-ftime =1  # Final time (used only if soltype=1)
-tol=1.e-5  # relative tolerance for NR scheme (used only if soltype=1)
-nstepArch=1 # Number of step between 2 archiving (used only if soltype=1)
-
-
-
-# creation of Solver
-mysolver = nonLinearMechSolver(1000)
-mysolver.loadModel(meshfile)
-mysolver.addDomain(myfield1)
-mysolver.addMaterialLaw(law1)
-mysolver.addDomain(myfield2)
-mysolver.addMaterialLaw(law2)
-mysolver.Scheme(soltype)
-mysolver.Solver(sol)
-mysolver.snlData(nstep,ftime,tol)
-mysolver.stepBetweenArchiving(nstepArch)
-
-# micro solver without reestimating stiffness matrix
-system =3
-mysolver.setSystemType(system)
-mysolver.stiffnessModification(False)
-mysolver.setMessageView(True)
-
-
-microBC = nonLinearPeriodicBC(1000,3)
-microBC.setOrder(1)
-microBC.setBCPhysical(120,100,110,121,101,111)
-method =5	# Periodic mesh = 0, Langrange interpolation = 1, Cubic spline interpolation =2,  FE linear= 3, FE Quad = 4, projection = 5
-degree = 5	# Order used for polynomial interpolation 
-addvertex = False # Polynomial interpolation by mesh vertex = 0, Polynomial interpolation by virtual vertex 
-microBC.setPeriodicBCOptions(method, degree,False) 
-
-mysolver.addMicroBC(microBC)
-mysolver.stressAveragingFlag(False) # set stress averaging ON- 0 , OFF-1
-mysolver.tangentAveragingFlag(False) # set tangent averaging ON -0, OFF -1
-
-cl = Clustering()
-cl.solveStrainConcentration(mysolver)
-#cl.loadStrainConcentrationDataFromFile("strainConstraintationData.csv")
-
-cl.setNumberOfClustersForMaterial(lawnum1,5)
-cl.setNumberOfClustersForMaterial(lawnum2,1)
-ok = cl.computeClustersElasticity(5) # min number of element in each cluster
-cl.saveFieldToView(Clustering.ClusterIndex)
-
-
-lawnum3 = 13
-clusterLaw = ClusterDG3DMaterialLaw(lawnum3,cl)
-
-cl.computeInteractionTensor(mysolver,clusterLaw)
-
diff --git a/dG3D/src/dG3DIPVariable.cpp b/dG3D/src/dG3DIPVariable.cpp
index df3f380e50a3a8c41d008a20a967685084259bb4..8506d1f64664d85138888fafc4714251f6bf931f 100644
--- a/dG3D/src/dG3DIPVariable.cpp
+++ b/dG3D/src/dG3DIPVariable.cpp
@@ -3196,11 +3196,8 @@ void AnisotropicStochDG3DIPVariable::restart()
 }
 
 
-
-
-
-
-TFADG3DIPVariable::TFADG3DIPVariable(IPTFA* ipc, const bool createBodyForceHO, const bool oninter) : dG3DIPVariable(createBodyForceHO, oninter)
+//
+/*TFADG3DIPVariable::TFADG3DIPVariable(IPTFA* ipc, const bool createBodyForceHO, const bool oninter) : dG3DIPVariable(createBodyForceHO, oninter)
 {
   _tfaipv=ipc;
 }
@@ -3248,6 +3245,146 @@ void TFADG3DIPVariable::restart()
   dG3DIPVariable::restart();
   _tfaipv->restart();
   return;
+}*/
+
+GenericTFADG3DIPVariable::GenericTFADG3DIPVariable(GenericIPTFA* ipc, const bool createBodyForceHO, const bool oninter) : dG3DIPVariable(createBodyForceHO, oninter)
+{
+  _generictfaipv=ipc;
+}
+
+GenericTFADG3DIPVariable::GenericTFADG3DIPVariable(const GenericTFADG3DIPVariable &source) : dG3DIPVariable(source)
+{
+  _generictfaipv = NULL;
+  if (source.getIPTFA() != NULL){
+    _generictfaipv = new GenericIPTFA(*(source.getIPTFA()));
+  }
+}
+
+GenericTFADG3DIPVariable& GenericTFADG3DIPVariable::operator=(const IPVariable &source)
+{
+  dG3DIPVariable::operator=(source);
+  const GenericTFADG3DIPVariable* src = dynamic_cast<const GenericTFADG3DIPVariable*>(&source);
+
+  if(src != NULL)
+    _generictfaipv->operator=(*(dynamic_cast<const IPVariable*>( src->_generictfaipv )));
+  return *this;
+}
+
+GenericTFADG3DIPVariable::~GenericTFADG3DIPVariable()
+{
+  //if (_generictfaipv) delete _generictfaipv;
+  //_generictfaipv = NULL;
+}
+
+
+double GenericTFADG3DIPVariable::get(const int i) const 
+{
+  double val = _generictfaipv->get(i);
+  if (val == 0.)
+    val = dG3DIPVariable::get(i);
+  return val;
+}
+
+
+
+double GenericTFADG3DIPVariable::defoEnergy() const
+{
+  return getIPTFA()->defoEnergy();
+}
+double  GenericTFADG3DIPVariable::plasticEnergy() const
+{
+  return getIPTFA()->plasticEnergy();
+}
+
+void GenericTFADG3DIPVariable::restart()
+{
+  dG3DIPVariable::restart();
+  _generictfaipv->restart();
+  return;
+}
+
+
+TFADG3DIPVariable::TFADG3DIPVariable(IPTFA* ipc, const bool createBodyForceHO, const bool oninter) : GenericTFADG3DIPVariable(ipc,createBodyForceHO, oninter)
+{
+  _tfaipv=ipc;
+}
+TFADG3DIPVariable::TFADG3DIPVariable(const TFADG3DIPVariable &source) : GenericTFADG3DIPVariable(source)
+{
+  _tfaipv = NULL;
+  if (source.getIPTFA() != NULL){
+    _tfaipv = new IPTFA(*(source.getIPTFA()));
+  }
+}
+TFADG3DIPVariable& TFADG3DIPVariable::operator=(const IPVariable &source)
+{
+  dG3DIPVariable::operator=(source);
+  const TFADG3DIPVariable* src = dynamic_cast<const TFADG3DIPVariable*>(&source);
+
+  if(src != NULL){
+      _tfaipv->operator=(*(dynamic_cast<const IPVariable*>( src->_tfaipv )));
+  }
+  return *this;
+}
+
+TFADG3DIPVariable::~TFADG3DIPVariable()
+{
+  if (_tfaipv) delete _tfaipv;
+  _tfaipv = NULL;
+}
+
+double TFADG3DIPVariable::get(const int i) const 
+{
+  double val = _tfaipv->get(i);
+  if (val == 0.)
+    val = dG3DIPVariable::get(i);
+  return val;
+}
+void TFADG3DIPVariable::restart()
+{
+  dG3DIPVariable::restart();
+  _tfaipv->restart();
+  return;
+}
+
+TFA2LevelsDG3DIPVariable::TFA2LevelsDG3DIPVariable(IPTFA2Levels* ipc, const bool createBodyForceHO, const bool oninter) : GenericTFADG3DIPVariable(ipc,createBodyForceHO, oninter)
+{
+  _tfa2levelsipv=ipc;
+}
+TFA2LevelsDG3DIPVariable::TFA2LevelsDG3DIPVariable(const TFA2LevelsDG3DIPVariable &source) : GenericTFADG3DIPVariable(source)
+{
+  _tfa2levelsipv = NULL;
+  if (source.getIPTFA() != NULL){
+    _tfa2levelsipv = new IPTFA2Levels(*(source.getIPTFA()));
+  }
+}
+TFA2LevelsDG3DIPVariable& TFA2LevelsDG3DIPVariable::operator=(const IPVariable &source)
+{
+  dG3DIPVariable::operator=(source);
+  const TFA2LevelsDG3DIPVariable* src = dynamic_cast<const TFA2LevelsDG3DIPVariable*>(&source);
+
+  if(src != NULL)
+    _tfa2levelsipv->operator=(*(dynamic_cast<const IPVariable*>( src->_tfa2levelsipv )));
+  return *this;
+}
+
+TFA2LevelsDG3DIPVariable::~TFA2LevelsDG3DIPVariable()
+{
+  if (_tfa2levelsipv) delete _tfa2levelsipv;
+  _tfa2levelsipv = NULL;
+}
+
+double TFA2LevelsDG3DIPVariable::get(const int i) const 
+{
+  double val = _tfa2levelsipv->get(i);
+  if (val == 0.)
+    val = dG3DIPVariable::get(i);
+  return val;
+}
+void TFA2LevelsDG3DIPVariable::restart()
+{
+  dG3DIPVariable::restart();
+  _tfa2levelsipv->restart();
+  return;
 }
 
 
diff --git a/dG3D/src/dG3DIPVariable.h b/dG3D/src/dG3DIPVariable.h
index 88b5e091632e9fcb546f2f6dd757fd146165de44..9380968a8cf22bd592364d897e48d9b88fa1e43b 100644
--- a/dG3D/src/dG3DIPVariable.h
+++ b/dG3D/src/dG3DIPVariable.h
@@ -2899,10 +2899,7 @@ class AnisotropicStochDG3DIPVariable : public dG3DIPVariable // or store data in
   virtual void restart();
 };
 
-
-
-
-class TFADG3DIPVariable : public dG3DIPVariable // or store data in a different way
+/*class TFADG3DIPVariable : public dG3DIPVariable // or store data in a different way
 {
  protected:
   IPTFA *_tfaipv;
@@ -2923,7 +2920,7 @@ class TFADG3DIPVariable : public dG3DIPVariable // or store data in a different
   virtual IPVariable* getInternalData() {return _tfaipv;};
   virtual const IPVariable* getInternalData()  const {return _tfaipv;};
 
- /* specific function */
+  // specific function
   IPTFA* getIPTFA(){return _tfaipv;}
   const IPTFA* getIPTFA() const{return _tfaipv;}
   virtual double get(const int i) const;
@@ -2932,7 +2929,91 @@ class TFADG3DIPVariable : public dG3DIPVariable // or store data in a different
   virtual double damageEnergy() const {return _tfaipv->damageEnergy();};
   virtual IPVariable* clone() const {return new TFADG3DIPVariable(*this);};
   virtual void restart();
+};*/
+
+class GenericTFADG3DIPVariable : public dG3DIPVariable // or store data in a different way
+{
+ protected:
+  GenericIPTFA *_generictfaipv;
+ public:
+  GenericTFADG3DIPVariable(GenericIPTFA* ipc, const bool createBodyForceHO, const bool oninter);
+  GenericTFADG3DIPVariable(const GenericTFADG3DIPVariable &source);
+  virtual GenericTFADG3DIPVariable& operator=(const IPVariable &source);
+
+  virtual void setLocation(const IPVariable::LOCATION loc) {
+    dG3DIPVariable::setLocation(loc);
+    _generictfaipv->setLocation(loc);
+  };
+  virtual ~GenericTFADG3DIPVariable();
+  
+  virtual IPVariable* getInternalData() {return _generictfaipv;};
+  virtual const IPVariable* getInternalData()  const {return _generictfaipv;};
+
+  GenericIPTFA* getIPTFA(){return _generictfaipv;}
+  const GenericIPTFA* getIPTFA() const{return _generictfaipv;}
+  virtual double get(const int i) const;
+  virtual double defoEnergy() const;
+  virtual double plasticEnergy() const;
+  virtual double damageEnergy() const {return _generictfaipv->damageEnergy();};
+  virtual IPVariable* clone() const {return new GenericTFADG3DIPVariable(*this);};
+  virtual void restart();
+};
+
+class TFADG3DIPVariable : public GenericTFADG3DIPVariable // or store data in a different way
+{
+ protected:
+  IPTFA *_tfaipv;
+ public:
+  TFADG3DIPVariable(IPTFA* ipc, const bool createBodyForceHO, const bool oninter);
+  TFADG3DIPVariable(const TFADG3DIPVariable &source);
+  virtual TFADG3DIPVariable& operator=(const IPVariable &source);
+
+  virtual void setLocation(const IPVariable::LOCATION loc) {
+    dG3DIPVariable::setLocation(loc);
+    _tfaipv->setLocation(loc);
+  };
+  
+  virtual ~TFADG3DIPVariable();
+
+  virtual IPVariable* getInternalData() {return _tfaipv;};
+  virtual const IPVariable* getInternalData()  const {return _tfaipv;};
+
+  IPTFA* getIPTFA(){return _tfaipv;}
+  const IPTFA* getIPTFA() const{return _tfaipv;}
+  virtual double get(const int i) const;
+  virtual IPVariable* clone() const {return new TFADG3DIPVariable(*this);};
+  virtual void restart();
 };
+
+class TFA2LevelsDG3DIPVariable : public GenericTFADG3DIPVariable // or store data in a different way
+{
+ protected:
+  IPTFA2Levels *_tfa2levelsipv;
+ public:
+  TFA2LevelsDG3DIPVariable(IPTFA2Levels* ipc, const bool createBodyForceHO, const bool oninter);
+  TFA2LevelsDG3DIPVariable(const TFA2LevelsDG3DIPVariable &source);
+  virtual TFA2LevelsDG3DIPVariable& operator=(const IPVariable &source);
+
+  virtual void setLocation(const IPVariable::LOCATION loc) {
+    dG3DIPVariable::setLocation(loc);
+    _tfa2levelsipv->setLocation(loc);
+  };
+  virtual ~TFA2LevelsDG3DIPVariable();
+
+  virtual IPVariable* getInternalData() {return _tfa2levelsipv;};
+  virtual const IPVariable* getInternalData()  const {return _tfa2levelsipv;};
+
+  // specific function
+  IPTFA2Levels* getIPTFA(){return _tfa2levelsipv;}
+  const IPTFA2Levels* getIPTFA() const{return _tfa2levelsipv;}
+  virtual double get(const int i) const;
+  virtual IPVariable* clone() const {return new TFA2LevelsDG3DIPVariable(*this);};
+  virtual void restart();
+};
+
+
+
+
 /*
 class ExtraDofDiffusionDG3DIPVariableBase : public dG3DIPVariable
 {
diff --git a/dG3D/src/dG3DMaterialLaw.cpp b/dG3D/src/dG3DMaterialLaw.cpp
index fcb797284d9ca244997433be8646a363d43bf259..994fb533b43c88e047c2b556ad5ad47daa693a27 100644
--- a/dG3D/src/dG3DMaterialLaw.cpp
+++ b/dG3D/src/dG3DMaterialLaw.cpp
@@ -5177,7 +5177,7 @@ void ClusterDG3DMaterialLaw::stress(IPVariable* ipv, const IPVariable* ipvp, con
   }
 }
 //
-TFADG3DMaterialLaw::TFADG3DMaterialLaw(const int num, double rho):
+/*TFADG3DMaterialLaw::TFADG3DMaterialLaw(const int num, double rho):
                                   dG3DMaterialLaw(num,rho,true), _TFAlaw(num, rho)
 {
   double nu = _TFAlaw.poissonRatio();
@@ -5226,9 +5226,7 @@ void TFADG3DMaterialLaw::createIPVariable(IPVariable* &ipv, bool hasBodyForce, c
 }
 
 void TFADG3DMaterialLaw::checkInternalState(IPVariable* ipv, const IPVariable* ipvp) const{
-  /* get ipvariable */
-  //ClusterDG3DIPVariable* ipvcur;
-  //const ClusterDG3DIPVariable* ipvprev;
+  // get ipvariable
   TFADG3DIPVariable* ipvcur;
   const TFADG3DIPVariable* ipvprev;
   FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
@@ -5252,7 +5250,7 @@ void TFADG3DMaterialLaw::checkInternalState(IPVariable* ipv, const IPVariable* i
 
 void TFADG3DMaterialLaw::stress(IPVariable* ipv, const IPVariable* ipvp, const bool stiff, const bool checkfrac, const bool dTangent)
 {
-  /* get ipvariable */
+  // get ipvariable
   TFADG3DIPVariable* ipvcur;
   const TFADG3DIPVariable* ipvprev;
   FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
@@ -5269,17 +5267,16 @@ void TFADG3DMaterialLaw::stress(IPVariable* ipv, const IPVariable* ipvp, const b
     ipvprev = static_cast<const TFADG3DIPVariable*>(ipvp);
   }
 
-  /* strain xyz */
+  // strain xyz
   const STensor3& F1 = ipvcur->getConstRefToDeformationGradient();
   const STensor3& F0 = ipvprev->getConstRefToDeformationGradient();
 
-  /* data for J2 law */
   IPTFA* q1 = ipvcur->getIPTFA();
   const IPTFA* q0 = ipvprev->getIPTFA();
   //static STensor63 dCalgdeps;
   STensor43& elasticL = ipvcur->getRefToElasticTangentModuli();
 
-  /* compute stress */
+  // compute stress
   _TFAlaw.constitutive(F0,F1,ipvcur->getRefToFirstPiolaKirchhoffStress(),q0,q1,ipvcur->getRefToTangentModuli(),stiff,&elasticL,dTangent,ipvcur->getPtrTodCmdFm());
 
   ipvcur->setRefToDGElasticTangentModuli(this->elasticStiffness);
@@ -5362,8 +5359,302 @@ void TFADG3DMaterialLaw::setTFAMethod(int TFAMethodNum, int dim, int correction,
 void TFADG3DMaterialLaw::setClusterIncOrientation()
 {
   _TFAlaw.setClusterIncOrientation();
+}*/
+
+
+GenericTFADG3DMaterialLaw::GenericTFADG3DMaterialLaw(const int num, double rho):
+                                  dG3DMaterialLaw(num,rho,true)
+{ 
+  _GenericTFAlaw = new mlawGenericTFAMaterialLaws(num,rho);
+  double nu = _GenericTFAlaw->poissonRatio();
+  double mu = _GenericTFAlaw->shearModulus();
+  double E = 2.*mu*(1.+nu);
+  fillElasticStiffness(E, nu, elasticStiffness);
+}
+
+GenericTFADG3DMaterialLaw::GenericTFADG3DMaterialLaw(const GenericTFADG3DMaterialLaw &source) :
+								     dG3DMaterialLaw(source), _GenericTFAlaw(source._GenericTFAlaw){}
+
+void GenericTFADG3DMaterialLaw::createIPState(IPStateBase* &ips, bool hasBodyForce, const bool* state_,const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  // check interface element
+  bool inter=true;
+  const MInterfaceElement *iele = dynamic_cast<const MInterfaceElement*>(ele);
+  if(iele==NULL) inter=false;
+  
+  IPTFA* ipvicluster=NULL;
+  _GenericTFAlaw->createIPVariable(ipvicluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  IPTFA* ipv1cluster=NULL;
+  _GenericTFAlaw->createIPVariable(ipv1cluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  IPTFA* ipv2cluster=NULL;
+  _GenericTFAlaw->createIPVariable(ipv2cluster, hasBodyForce, ele,nbFF_, GP, gpt);
+
+  IPVariable* ipvi = new  TFADG3DIPVariable(ipvicluster,hasBodyForce,inter);
+  IPVariable* ipv1 = new  TFADG3DIPVariable(ipv1cluster,hasBodyForce,inter);
+  IPVariable* ipv2 = new  TFADG3DIPVariable(ipv2cluster,hasBodyForce,inter);
+
+  if(ips != NULL) delete ips;
+  ips = new IP3State(state_,ipvi,ipv1,ipv2);
+}
+
+void GenericTFADG3DMaterialLaw::createIPVariable(IPVariable* &ipv, bool hasBodyForce, const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  if(ipv !=NULL) delete ipv;
+  bool inter=true;
+  const MInterfaceElement *iele = dynamic_cast<const MInterfaceElement*>(ele);
+  if(iele == NULL){ inter=false; }
+
+  IPTFA* ipvicluster =NULL;
+  _GenericTFAlaw->createIPVariable(ipvicluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  ipv = new  TFADG3DIPVariable(ipvicluster,hasBodyForce,inter);
+
+}
+
+void GenericTFADG3DMaterialLaw::checkInternalState(IPVariable* ipv, const IPVariable* ipvp) const{
+  // get ipvariable
+  TFADG3DIPVariable* ipvcur;
+  const TFADG3DIPVariable* ipvprev;
+  FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
+  if(ipvtmp !=NULL)
+  {
+
+    ipvcur = static_cast<TFADG3DIPVariable*>(ipvtmp->getIPvBulk());
+    const FractureCohesive3DIPVariable *ipvtmp2 = static_cast<const FractureCohesive3DIPVariable*>(ipvp);
+    ipvprev = static_cast<const TFADG3DIPVariable*>(ipvtmp2->getIPvBulk());
+   }
+  else
+  {
+    ipvcur = static_cast<TFADG3DIPVariable*>(ipv);
+    ipvprev = static_cast<const TFADG3DIPVariable*>(ipvp);
+  }
+
+  _GenericTFAlaw->checkInternalState(ipvcur->getInternalData(),ipvprev->getInternalData());
+
+};
+
+
+void GenericTFADG3DMaterialLaw::stress(IPVariable* ipv, const IPVariable* ipvp, const bool stiff, const bool checkfrac, const bool dTangent)
+{
+  // get ipvariable
+  TFADG3DIPVariable* ipvcur;
+  const TFADG3DIPVariable* ipvprev;
+  FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
+  if(ipvtmp !=NULL)
+  {
+
+    ipvcur = static_cast<TFADG3DIPVariable*>(ipvtmp->getIPvBulk());
+    const FractureCohesive3DIPVariable *ipvtmp2 = static_cast<const FractureCohesive3DIPVariable*>(ipvp);
+    ipvprev = static_cast<const TFADG3DIPVariable*>(ipvtmp2->getIPvBulk());
+   }
+  else
+  {
+    ipvcur = static_cast<TFADG3DIPVariable*>(ipv);
+    ipvprev = static_cast<const TFADG3DIPVariable*>(ipvp);
+  }
+
+  // strain xyz
+  const STensor3& F1 = ipvcur->getConstRefToDeformationGradient();
+  const STensor3& F0 = ipvprev->getConstRefToDeformationGradient();
+
+  IPTFA* q1 = ipvcur->getIPTFA();
+  const IPTFA* q0 = ipvprev->getIPTFA();
+  //static STensor63 dCalgdeps;
+  STensor43& elasticL = ipvcur->getRefToElasticTangentModuli();
+
+  // compute stress
+  _GenericTFAlaw->constitutive(F0,F1,ipvcur->getRefToFirstPiolaKirchhoffStress(),q0,q1,ipvcur->getRefToTangentModuli(),stiff,&elasticL,dTangent,ipvcur->getPtrTodCmdFm());
+
+  ipvcur->setRefToDGElasticTangentModuli(this->elasticStiffness);
+
+}
+
+void GenericTFADG3DMaterialLaw::loadClusterSummaryAndInteractionTensorsFromFiles(const std::string clusterSummaryFileName,
+                                        const std::string interactionTensorsFileName)
+{
+  _GenericTFAlaw->loadClusterSummaryAndInteractionTensorsFromFiles(clusterSummaryFileName,interactionTensorsFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName)
+{
+  _GenericTFAlaw->loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(clusterSummaryFileName,interactionTensorsFileName);
 }
 
+void GenericTFADG3DMaterialLaw::loadClusterStandardDeviationFromFile(const std::string clusterSTDFileName)
+{
+  _GenericTFAlaw->loadClusterStandardDeviationFromFile(clusterSTDFileName);
+}
+
+
+void GenericTFADG3DMaterialLaw::loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName,
+                                                                  const std::string PlasticEqStrainConcentrationGeometricFileName,
+                                                                  const std::string PlasticEqStrainConcentrationHarmonicFileName)
+{
+  _GenericTFAlaw->loadPlasticEqStrainConcentrationFromFile(PlasticEqStrainConcentrationFileName,PlasticEqStrainConcentrationGeometricFileName,PlasticEqStrainConcentrationHarmonicFileName);
+};
+
+void GenericTFADG3DMaterialLaw::loadElasticStrainConcentrationDerivativeFromFile(const std::string ElasticStrainConcentrationDerivative)
+{
+  _GenericTFAlaw->loadElasticStrainConcentrationDerivativeFromFile(ElasticStrainConcentrationDerivative);
+}
+
+void GenericTFADG3DMaterialLaw::loadEshelbyInteractionTensorsFromFile(const std::string EshelbyinteractionTensorsFileName)
+{
+  _GenericTFAlaw->loadEshelbyInteractionTensorsFromFile(EshelbyinteractionTensorsFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadInteractionTensorsMatrixFrameELFromFile(const std::string InteractionTensorsMatrixFrameELFileName)
+{
+  _GenericTFAlaw->loadInteractionTensorsMatrixFrameELFromFile(InteractionTensorsMatrixFrameELFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadInteractionTensorsHomogenizedFrameELFromFile(const std::string InteractionTensorsHomogenizedFrameELFileName)
+{
+  _GenericTFAlaw->loadInteractionTensorsHomogenizedFrameELFromFile(InteractionTensorsHomogenizedFrameELFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadReferenceStiffnessFromFile(const std::string referenceStiffnessFileName)
+{
+  _GenericTFAlaw->loadReferenceStiffnessFromFile(referenceStiffnessFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadReferenceStiffnessIsoFromFile(const std::string referenceStiffnessIsoFileName)
+{
+  _GenericTFAlaw->loadReferenceStiffnessIsoFromFile(referenceStiffnessIsoFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadInteractionTensorIsoFromFile(const std::string interactionTensorsIsoFileName)
+{
+  _GenericTFAlaw->loadInteractionTensorIsoFromFile(interactionTensorsIsoFileName);
+}
+
+void GenericTFADG3DMaterialLaw::loadClusterFiberOrientationFromFile(const std::string OrientationDataFileName)
+{
+  _GenericTFAlaw->loadClusterFiberOrientationFromFile(OrientationDataFileName);
+}
+
+
+void GenericTFADG3DMaterialLaw::setTFAMethod(int TFAMethodNum, int dim, int correction, int solverType,  int tag)
+{
+  _GenericTFAlaw->setTFAMethod(TFAMethodNum, dim, correction, solverType, tag);
+}
+
+void GenericTFADG3DMaterialLaw::setClusterIncOrientation()
+{
+  _GenericTFAlaw->setClusterIncOrientation();
+}
+
+
+TFADG3DMaterialLaw::TFADG3DMaterialLaw(const int num, double rho): GenericTFADG3DMaterialLaw(num, rho)
+{
+  if (_GenericTFAlaw != NULL) delete _GenericTFAlaw;
+  _GenericTFAlaw = new mlawTFAMaterialLaws(num,rho);
+}
+
+
+HierarchicalTFADG3DMaterialLaw::HierarchicalTFADG3DMaterialLaw(const int num, double rho): GenericTFADG3DMaterialLaw(num, rho)
+{
+  if (_GenericTFAlaw != NULL) delete _GenericTFAlaw;
+  _GenericTFAlaw = new mlawTFAHierarchicalMaterialLaws(num,rho);
+}
+void HierarchicalTFADG3DMaterialLaw::createIPState(IPStateBase* &ips, bool hasBodyForce, const bool* state_,const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  // check interface element
+  bool inter=true;
+  const MInterfaceElement *iele = dynamic_cast<const MInterfaceElement*>(ele);
+  if(iele==NULL) inter=false;
+  
+  IPTFA2Levels* ipvicluster=NULL;
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->createIPVariable(ipvicluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  IPTFA2Levels* ipv1cluster=NULL;
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->createIPVariable(ipv1cluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  IPTFA2Levels* ipv2cluster=NULL;
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->createIPVariable(ipv2cluster, hasBodyForce, ele,nbFF_, GP, gpt);
+
+  IPVariable* ipvi = new  TFA2LevelsDG3DIPVariable(ipvicluster,hasBodyForce,inter);
+  IPVariable* ipv1 = new  TFA2LevelsDG3DIPVariable(ipv1cluster,hasBodyForce,inter);
+  IPVariable* ipv2 = new  TFA2LevelsDG3DIPVariable(ipv2cluster,hasBodyForce,inter);
+
+  if(ips != NULL) delete ips;
+  ips = new IP3State(state_,ipvi,ipv1,ipv2);
+}
+void HierarchicalTFADG3DMaterialLaw::createIPVariable(IPVariable* &ipv, bool hasBodyForce, const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const
+{
+  if(ipv !=NULL) delete ipv;
+  bool inter=true;
+  const MInterfaceElement *iele = dynamic_cast<const MInterfaceElement*>(ele);
+  if(iele == NULL){ inter=false; }
+
+  IPTFA2Levels* ipvicluster =NULL;
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->createIPVariable(ipvicluster, hasBodyForce, ele,nbFF_, GP, gpt);
+  ipv = new  TFA2LevelsDG3DIPVariable(ipvicluster,hasBodyForce,inter);
+}
+void HierarchicalTFADG3DMaterialLaw::checkInternalState(IPVariable* ipv, const IPVariable* ipvp) const{
+  // get ipvariable
+  TFA2LevelsDG3DIPVariable* ipvcur;
+  const TFA2LevelsDG3DIPVariable* ipvprev;
+  FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
+  if(ipvtmp !=NULL)
+  {
+
+    ipvcur = static_cast<TFA2LevelsDG3DIPVariable*>(ipvtmp->getIPvBulk());
+    const FractureCohesive3DIPVariable *ipvtmp2 = static_cast<const FractureCohesive3DIPVariable*>(ipvp);
+    ipvprev = static_cast<const TFA2LevelsDG3DIPVariable*>(ipvtmp2->getIPvBulk());
+   }
+  else
+  {
+    ipvcur = static_cast<TFA2LevelsDG3DIPVariable*>(ipv);
+    ipvprev = static_cast<const TFA2LevelsDG3DIPVariable*>(ipvp);
+  }
+  _GenericTFAlaw->checkInternalState(ipvcur->getInternalData(),ipvprev->getInternalData());
+}
+void HierarchicalTFADG3DMaterialLaw::stress(IPVariable* ipv, const IPVariable* ipvp, const bool stiff, const bool checkfrac, const bool dTangent)
+{
+  // get ipvariable
+  TFA2LevelsDG3DIPVariable* ipvcur;
+  const TFA2LevelsDG3DIPVariable* ipvprev;
+  FractureCohesive3DIPVariable* ipvtmp = dynamic_cast<FractureCohesive3DIPVariable*>(ipv);
+  if(ipvtmp !=NULL)
+  {
+
+    ipvcur = static_cast<TFA2LevelsDG3DIPVariable*>(ipvtmp->getIPvBulk());
+    const FractureCohesive3DIPVariable *ipvtmp2 = static_cast<const FractureCohesive3DIPVariable*>(ipvp);
+    ipvprev = static_cast<const TFA2LevelsDG3DIPVariable*>(ipvtmp2->getIPvBulk());
+   }
+  else
+  {
+    ipvcur = static_cast<TFA2LevelsDG3DIPVariable*>(ipv);
+    ipvprev = static_cast<const TFA2LevelsDG3DIPVariable*>(ipvp);
+  }
+
+  // strain xyz
+  const STensor3& F1 = ipvcur->getConstRefToDeformationGradient();
+  const STensor3& F0 = ipvprev->getConstRefToDeformationGradient();
+
+  IPTFA2Levels* q1 = ipvcur->getIPTFA();
+  const IPTFA2Levels* q0 = ipvprev->getIPTFA();
+  //static STensor63 dCalgdeps;
+  STensor43& elasticL = ipvcur->getRefToElasticTangentModuli();
+
+  // compute stress
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->constitutive(F0,F1,ipvcur->getRefToFirstPiolaKirchhoffStress(),
+                                                                               q0,q1,ipvcur->getRefToTangentModuli(),stiff,&elasticL,dTangent,ipvcur->getPtrTodCmdFm());
+
+  ipvcur->setRefToDGElasticTangentModuli(this->elasticStiffness);
+}
+void HierarchicalTFADG3DMaterialLaw::setTFAMethod(int TFAMethodNum, int dim, int correction, int solverType,  int tag)
+{
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->setTFAMethod(TFAMethodNum, dim, correction, solverType, tag);
+}
+void HierarchicalTFADG3DMaterialLaw::setTFALawID(int tfaLawID)
+{
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->setTFALawID(tfaLawID);
+}
+void HierarchicalTFADG3DMaterialLaw::loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName,
+                                                                                            const std::string interactionTensorsFileName)
+{
+  dynamic_cast<mlawTFAHierarchicalMaterialLaws*>(_GenericTFAlaw)->loadClusterSummaryAndInteractionTensorsLevel1FromFiles(clusterSummaryFileName,interactionTensorsFileName);
+}
 
 //
 
diff --git a/dG3D/src/dG3DMaterialLaw.h b/dG3D/src/dG3DMaterialLaw.h
index e53d1c3e6bf28887818190ec2e4a4282486f651c..c7f48703df6fff91b257e7920725584c45d48177 100644
--- a/dG3D/src/dG3DMaterialLaw.h
+++ b/dG3D/src/dG3DMaterialLaw.h
@@ -1423,7 +1423,8 @@ class ClusterDG3DMaterialLaw : public dG3DMaterialLaw
  #endif // SWIG
 };
 
-class TFADG3DMaterialLaw : public dG3DMaterialLaw
+
+/*class TFADG3DMaterialLaw : public dG3DMaterialLaw
 {
  protected:
   mlawTFAMaterialLaws _TFAlaw;
@@ -1496,6 +1497,121 @@ class TFADG3DMaterialLaw : public dG3DMaterialLaw
   }
  #endif // SWIG
 };
+*/
+
+
+class GenericTFADG3DMaterialLaw : public dG3DMaterialLaw
+{
+ protected:
+  mlawGenericTFAMaterialLaws* _GenericTFAlaw;
+
+ public:
+  GenericTFADG3DMaterialLaw(const int num, double rho);
+  void setTFAMethod(int TFAMethodNum, int dim, int correction=0, int solverType=0, int tag=1000);
+  void loadClusterSummaryAndInteractionTensorsFromFiles(const std::string clusterSummaryFileName,
+                                        const std::string interactionTensorsFileName);
+  void loadClusterSummaryAndInteractionTensorsHomogenizedFrameFromFiles(const std::string clusterSummaryFileName, 
+                                        const std::string interactionTensorsFileName);
+  void loadClusterStandardDeviationFromFile(const std::string clusterSTDFileName);
+
+  void loadPlasticEqStrainConcentrationFromFile(const std::string PlasticEqStrainConcentrationFileName,
+                                                const std::string PlasticEqStrainConcentrationGeometricFileName,
+                                                const std::string PlasticEqStrainConcentrationHarmonicFileName);
+
+  void loadElasticStrainConcentrationDerivativeFromFile(const std::string ElasticStrainConcentrationDerivative);
+
+  void loadEshelbyInteractionTensorsFromFile(const std::string EshelbyinteractionTensorsFileName);
+  void loadInteractionTensorsMatrixFrameELFromFile(const std::string InteractionTensorsMatrixFrameELFileName);
+  void loadInteractionTensorsHomogenizedFrameELFromFile(const std::string InteractionTensorsHomogenizedFrameELFileName);
+  
+  void loadReferenceStiffnessFromFile(const std::string referenceStiffnessFileName);
+  void loadReferenceStiffnessIsoFromFile(const std::string referenceStiffnessIsoFileName);
+  void loadInteractionTensorIsoFromFile(const std::string interactionTensorsIsoFileName);
+  
+  void setClusterIncOrientation();
+  void loadClusterFiberOrientationFromFile(const std::string OrientationDataFileName);
+  
+  void addClusterMaterialLaw(int clusterNb, dG3DMaterialLaw* clusterLaw)
+  {
+    _GenericTFAlaw->addClusterMaterialLaw(clusterNb, clusterLaw->getNonLinearSolverMaterialLaw());
+  }
+
+
+ #ifndef SWIG
+  GenericTFADG3DMaterialLaw(const GenericTFADG3DMaterialLaw &source);
+  virtual ~GenericTFADG3DMaterialLaw(){
+    if (_GenericTFAlaw) delete _GenericTFAlaw;
+  };
+  // set the time of _tilaw
+   virtual void setTime(const double t,const double dtime){
+    dG3DMaterialLaw::setTime(t,dtime);
+    _GenericTFAlaw->setTime(t,dtime);
+  }
+  virtual materialLaw::matname getType() const {return _GenericTFAlaw->getType();}
+  virtual void createIPState(IPStateBase* &ips, bool hasBodyForce, const bool* state_=NULL,const MElement *ele=NULL, const int nbFF_=0, const IntPt *GP=NULL, const int gpt = 0) const;
+  virtual void createIPVariable(IPVariable* &ipv, bool hasBodyForce, const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const;
+  virtual void initLaws(const std::map<int,materialLaw*> &maplaw)
+  {
+    _GenericTFAlaw->initLaws(maplaw);
+  }
+  virtual double soundSpeed() const{return _GenericTFAlaw->soundSpeed();} // or change value ??
+  virtual void stress(IPVariable*ipv, const IPVariable*ipvprev, const bool stiff=true, const bool checkfrac=true, const bool dTangent=false);
+  virtual double scaleFactor() const{return _GenericTFAlaw->scaleFactor();}
+  virtual materialLaw* clone() const{return new GenericTFADG3DMaterialLaw(*this);};
+  virtual void checkInternalState(IPVariable* ipv, const IPVariable* ipvprev) const;
+  virtual bool withEnergyDissipation() const {return _GenericTFAlaw->withEnergyDissipation();};
+  virtual void setMacroSolver(const nonLinearMechSolver* sv){
+		dG3DMaterialLaw::setMacroSolver(sv);
+		_GenericTFAlaw->setMacroSolver(sv);
+  };
+  virtual const materialLaw *getConstNonLinearSolverMaterialLaw() const
+  {
+    return _GenericTFAlaw;
+  }
+  virtual materialLaw *getNonLinearSolverMaterialLaw()
+  {
+    return _GenericTFAlaw;
+  }
+ #endif // SWIG
+};
+
+
+class TFADG3DMaterialLaw : public GenericTFADG3DMaterialLaw
+{
+
+ public:
+  TFADG3DMaterialLaw(const int num, double rho);
+
+ #ifndef SWIG
+  TFADG3DMaterialLaw(const TFADG3DMaterialLaw &source): GenericTFADG3DMaterialLaw(source) {};
+  virtual ~TFADG3DMaterialLaw(){};
+
+ #endif // SWIG
+};
+
+class HierarchicalTFADG3DMaterialLaw : public GenericTFADG3DMaterialLaw
+{
+ public:
+  HierarchicalTFADG3DMaterialLaw(const int num, double rho);
+  
+  void setTFAMethod(int TFAMethodNum, int dim, int correction=0, int solverType=0, int tag=1000);
+  void setTFALawID(int tfaLawID);
+  
+  void loadClusterSummaryAndInteractionTensorsLevel1FromFiles(const std::string clusterSummaryFileName,
+                                                              const std::string interactionTensorsFileName);
+
+ #ifndef SWIG
+  HierarchicalTFADG3DMaterialLaw(const HierarchicalTFADG3DMaterialLaw &source): GenericTFADG3DMaterialLaw(source) {};
+  virtual ~HierarchicalTFADG3DMaterialLaw(){};  
+  virtual void createIPState(IPStateBase* &ips, bool hasBodyForce, const bool* state_=NULL,const MElement *ele=NULL, const int nbFF_=0, const IntPt *GP=NULL, const int gpt = 0) const;
+  virtual void createIPVariable(IPVariable* &ipv, bool hasBodyForce, const MElement *ele, const int nbFF_, const IntPt *GP, const int gpt) const;
+  virtual void checkInternalState(IPVariable* ipv, const IPVariable* ipvprev) const;
+  virtual void stress(IPVariable*ipv, const IPVariable*ipvprev, const bool stiff=true, const bool checkfrac=true, const bool dTangent=false);
+
+ #endif // SWIG
+};
+
+
 
 class LocalDamageIsotropicElasticityDG3DMaterialLaw: public dG3DMaterialLaw{
 protected: