Index: /issm/trunk-jpl/src/c/objects/Elements/Penta.cpp
===================================================================
--- /issm/trunk-jpl/src/c/objects/Elements/Penta.cpp	(revision 11447)
+++ /issm/trunk-jpl/src/c/objects/Elements/Penta.cpp	(revision 11448)
@@ -585,6 +585,9 @@
 	switch(analysis_type){
 		#ifdef _HAVE_DIAGNOSTIC_
-		case DiagnosticHorizAnalysisEnum: case AdjointHorizAnalysisEnum:
+		case DiagnosticHorizAnalysisEnum:
 			Ke=CreateKMatrixDiagnosticHoriz(); De=CreateDVectorDiagnosticHoriz();
+			break;
+		case AdjointHorizAnalysisEnum:
+			Ke=CreateKMatrixAdjointHoriz();
 			break;
 		case DiagnosticHutterAnalysisEnum:
@@ -4443,4 +4446,194 @@
 
 }/*}}}*/
+/*FUNCTION Penta::CreateKMatrixAdjointHoriz{{{1*/
+ElementMatrix* Penta::CreateKMatrixAdjointHoriz(void){
+
+	int approximation;
+	inputs->GetInputValue(&approximation,ApproximationEnum);
+
+	switch(approximation){
+		case MacAyealApproximationEnum:
+			return CreateKMatrixAdjointMacAyeal2d();
+		case PattynApproximationEnum:
+			return CreateKMatrixAdjointPattyn();
+		case StokesApproximationEnum:
+			return CreateKMatrixAdjointStokes();
+		case NoneApproximationEnum:
+			return NULL;
+		default:
+			_error_("Approximation %s not supported yet",EnumToStringx(approximation));
+	}
+}
+/*}}}*/
+/*FUNCTION Penta::CreateKMatrixAdjointMacAyeal2d{{{1*/
+ElementMatrix* Penta::CreateKMatrixAdjointMacAyeal2d(void){
+
+	/*Figure out if this penta is collapsed. If so, then bailout, except if it is at the 
+	  bedrock, in which case we spawn a tria element using the 3 first nodes, and use it to build 
+	  the stiffness matrix. */
+	if (!IsOnBed()) return NULL;
+
+	/*Depth Averaging B*/
+	this->InputDepthAverageAtBase(MaterialsRheologyBEnum,MaterialsRheologyBbarEnum,MaterialsEnum);
+
+	/*Call Tria function*/
+	Tria* tria=(Tria*)SpawnTria(0,1,2); //nodes 0, 1 and 2 make the new tria.
+	ElementMatrix* Ke=tria->CreateKMatrixAdjointMacAyeal();
+	delete tria->matice; delete tria;
+
+	/*Delete B averaged*/
+	this->matice->inputs->DeleteInput(MaterialsRheologyBbarEnum);
+
+	/*clean up and return*/
+	return Ke;
+}
+/*}}}*/
+/*FUNCTION Penta::CreateKMatrixAdjointPattyn{{{1*/
+ElementMatrix* Penta::CreateKMatrixAdjointPattyn(void){
+
+	/*Constants*/
+	const int    numdof=NDOF2*NUMVERTICES;
+
+	/*Intermediaries */
+	int        i,j,ig;
+	bool       incomplete_adjoint;
+	double     xyz_list[NUMVERTICES][3];
+	double     Jdet;
+	double     eps1dotdphii,eps1dotdphij;
+	double     eps2dotdphii,eps2dotdphij;
+	double     mu_prime;
+	double     epsilon[5]; /* epsilon=[exx,eyy,exy,exz,eyz];*/
+	double     eps1[3],eps2[3];
+	double     phi[NUMVERTICES];
+	double     dphi[3][NUMVERTICES];
+	GaussPenta *gauss=NULL;
+
+	/*Initialize Jacobian with regular Pattyn (first part of the Gateau derivative)*/
+	parameters->FindParam(&incomplete_adjoint,InversionIncompleteAdjointEnum);
+	ElementMatrix* Ke=CreateKMatrixDiagnosticPattyn();
+	if(incomplete_adjoint) return Ke;
+
+	/*Retrieve all inputs and parameters*/
+	GetVerticesCoordinates(&xyz_list[0][0], nodes, NUMVERTICES);
+	Input* vx_input=inputs->GetInput(VxEnum);       _assert_(vx_input);
+	Input* vy_input=inputs->GetInput(VyEnum);       _assert_(vy_input);
+
+	/* Start  looping on the number of gaussian points: */
+	gauss=new GaussPenta(5,5);
+	for (ig=gauss->begin();ig<gauss->end();ig++){
+
+		gauss->GaussPoint(ig);
+
+		GetJacobianDeterminant(&Jdet, &xyz_list[0][0],gauss);
+		GetNodalFunctionsP1Derivatives(&dphi[0][0],&xyz_list[0][0],gauss);
+
+		this->GetStrainRate3dPattyn(&epsilon[0],&xyz_list[0][0],gauss,vx_input,vy_input);
+		matice->GetViscosityDerivativeEpsSquare(&mu_prime,&epsilon[0]);
+		eps1[0]=2*epsilon[0]+epsilon[1];   eps2[0]=epsilon[2];
+		eps1[1]=epsilon[2];                eps2[1]=epsilon[0]+2*epsilon[1];
+		eps1[2]=epsilon[3];                eps2[2]=epsilon[4];
+
+		for(i=0;i<6;i++){
+			for(j=0;j<6;j++){
+				eps1dotdphii=eps1[0]*dphi[0][i]+eps1[1]*dphi[1][i]+eps1[2]*dphi[2][i];
+				eps1dotdphij=eps1[0]*dphi[0][j]+eps1[1]*dphi[1][j]+eps1[2]*dphi[2][j];
+				eps2dotdphii=eps2[0]*dphi[0][i]+eps2[1]*dphi[1][i]+eps2[2]*dphi[2][i];
+				eps2dotdphij=eps2[0]*dphi[0][j]+eps2[1]*dphi[1][j]+eps2[2]*dphi[2][j];
+
+				Ke->values[12*(2*i+0)+2*j+0]+=gauss->weight*Jdet*2*mu_prime*eps1dotdphij*eps1dotdphii;
+				Ke->values[12*(2*i+0)+2*j+1]+=gauss->weight*Jdet*2*mu_prime*eps2dotdphij*eps1dotdphii;
+				Ke->values[12*(2*i+1)+2*j+0]+=gauss->weight*Jdet*2*mu_prime*eps1dotdphij*eps2dotdphii;
+				Ke->values[12*(2*i+1)+2*j+1]+=gauss->weight*Jdet*2*mu_prime*eps2dotdphij*eps2dotdphii;
+			}
+		}
+	}
+
+	/*Transform Coordinate System*/
+	TransformStiffnessMatrixCoord(Ke,nodes,NUMVERTICES,XYEnum);
+
+	/*Clean up and return*/
+	delete gauss;
+	return Ke;
+}
+/*}}}*/
+/*FUNCTION Penta::CreateKMatrixAdjointStokes{{{1*/
+ElementMatrix* Penta::CreateKMatrixAdjointStokes(void){
+
+	/*Constants*/
+	const int    numdof=NDOF4*NUMVERTICES;
+
+	/*Intermediaries */
+	int        i,j,ig;
+	bool       incomplete_adjoint;
+	double     xyz_list[NUMVERTICES][3];
+	double     Jdet;
+	double     eps1dotdphii,eps1dotdphij;
+	double     eps2dotdphii,eps2dotdphij;
+	double     eps3dotdphii,eps3dotdphij;
+	double     mu_prime;
+	double     epsilon[5]; /* epsilon=[exx,eyy,exy,exz,eyz];*/
+	double     eps1[3],eps2[3],eps3[3];
+	double     phi[NUMVERTICES];
+	double     dphi[3][NUMVERTICES];
+	GaussPenta *gauss=NULL;
+
+	/*Initialize Jacobian with regular Stokes (first part of the Gateau derivative)*/
+	parameters->FindParam(&incomplete_adjoint,InversionIncompleteAdjointEnum);
+	ElementMatrix* Ke=CreateKMatrixDiagnosticStokes();
+	if(incomplete_adjoint) return Ke;
+
+	/*Retrieve all inputs and parameters*/
+	GetVerticesCoordinates(&xyz_list[0][0], nodes, NUMVERTICES);
+	Input* vx_input=inputs->GetInput(VxEnum);       _assert_(vx_input);
+	Input* vy_input=inputs->GetInput(VyEnum);       _assert_(vy_input);
+	Input* vz_input=inputs->GetInput(VzEnum);       _assert_(vz_input);
+
+	/* Start  looping on the number of gaussian points: */
+	gauss=new GaussPenta(5,5);
+	for (ig=gauss->begin();ig<gauss->end();ig++){
+
+		gauss->GaussPoint(ig);
+
+		GetJacobianDeterminant(&Jdet, &xyz_list[0][0],gauss);
+		GetNodalFunctionsP1Derivatives(&dphi[0][0],&xyz_list[0][0],gauss);
+
+		this->GetStrainRate3dPattyn(&epsilon[0],&xyz_list[0][0],gauss,vx_input,vy_input);
+		matice->GetViscosityDerivativeEpsSquare(&mu_prime,&epsilon[0]);
+		eps1[0]=epsilon[0];   eps2[0]=epsilon[2];   eps3[0]=epsilon[3];
+		eps1[1]=epsilon[2];   eps2[1]=epsilon[1];   eps3[1]=epsilon[4];
+		eps1[2]=epsilon[3];   eps2[2]=epsilon[4];   eps3[2]= -epsilon[0] -epsilon[1];
+
+		for(i=0;i<6;i++){
+			for(j=0;j<6;j++){
+				eps1dotdphii=eps1[0]*dphi[0][i]+eps1[1]*dphi[1][i]+eps1[2]*dphi[2][i];
+				eps1dotdphij=eps1[0]*dphi[0][j]+eps1[1]*dphi[1][j]+eps1[2]*dphi[2][j];
+				eps2dotdphii=eps2[0]*dphi[0][i]+eps2[1]*dphi[1][i]+eps2[2]*dphi[2][i];
+				eps2dotdphij=eps2[0]*dphi[0][j]+eps2[1]*dphi[1][j]+eps2[2]*dphi[2][j];
+				eps3dotdphii=eps3[0]*dphi[0][i]+eps3[1]*dphi[1][i]+eps3[2]*dphi[2][i];
+				eps3dotdphij=eps3[0]*dphi[0][j]+eps3[1]*dphi[1][j]+eps3[2]*dphi[2][j];
+
+				Ke->values[numdof*(4*i+0)+4*j+0]+=gauss->weight*Jdet*2*mu_prime*eps1dotdphij*eps1dotdphii;
+				Ke->values[numdof*(4*i+0)+4*j+1]+=gauss->weight*Jdet*2*mu_prime*eps2dotdphij*eps1dotdphii;
+				Ke->values[numdof*(4*i+0)+4*j+2]+=gauss->weight*Jdet*2*mu_prime*eps3dotdphij*eps1dotdphii;
+
+				Ke->values[numdof*(4*i+1)+4*j+0]+=gauss->weight*Jdet*2*mu_prime*eps1dotdphij*eps2dotdphii;
+				Ke->values[numdof*(4*i+1)+4*j+1]+=gauss->weight*Jdet*2*mu_prime*eps2dotdphij*eps2dotdphii;
+				Ke->values[numdof*(4*i+1)+4*j+2]+=gauss->weight*Jdet*2*mu_prime*eps3dotdphij*eps2dotdphii;
+
+				Ke->values[numdof*(4*i+2)+4*j+0]+=gauss->weight*Jdet*2*mu_prime*eps1dotdphij*eps3dotdphii;
+				Ke->values[numdof*(4*i+2)+4*j+1]+=gauss->weight*Jdet*2*mu_prime*eps2dotdphij*eps3dotdphii;
+				Ke->values[numdof*(4*i+2)+4*j+2]+=gauss->weight*Jdet*2*mu_prime*eps3dotdphij*eps3dotdphii;
+			}
+		}
+	}
+
+	/*Transform Coordinate System*/
+	TransformStiffnessMatrixCoord(Ke,nodes,NUMVERTICES,XYZPEnum);
+
+	/*Clean up and return*/
+	delete gauss;
+	return Ke;
+}
+/*}}}*/
 /*FUNCTION Penta::CreatePVectorAdjointHoriz{{{1*/
 ElementVector* Penta::CreatePVectorAdjointHoriz(void){
Index: /issm/trunk-jpl/src/c/objects/Elements/Penta.h
===================================================================
--- /issm/trunk-jpl/src/c/objects/Elements/Penta.h	(revision 11447)
+++ /issm/trunk-jpl/src/c/objects/Elements/Penta.h	(revision 11448)
@@ -216,4 +216,5 @@
 		ElementMatrix* CreateKMatrixCouplingPattynStokes(void);
 		ElementMatrix* CreateKMatrixDiagnosticHoriz(void);
+		ElementMatrix* CreateKMatrixAdjointHoriz(void);
 		ElementVector* CreateDVectorDiagnosticHoriz(void);
 		ElementVector* CreateDVectorDiagnosticStokes(void);
@@ -275,4 +276,7 @@
 		#ifdef _HAVE_CONTROL_
 		ElementVector* CreatePVectorAdjointHoriz(void);
+		ElementMatrix* CreateKMatrixAdjointMacAyeal2d(void);
+		ElementMatrix* CreateKMatrixAdjointPattyn(void);
+		ElementMatrix* CreateKMatrixAdjointStokes(void);
 		ElementVector* CreatePVectorAdjointMacAyeal(void);
 		ElementVector* CreatePVectorAdjointPattyn(void);
Index: /issm/trunk-jpl/src/c/objects/Elements/Tria.cpp
===================================================================
--- /issm/trunk-jpl/src/c/objects/Elements/Tria.cpp	(revision 11447)
+++ /issm/trunk-jpl/src/c/objects/Elements/Tria.cpp	(revision 11448)
@@ -336,6 +336,9 @@
 	switch(analysis_type){
 		#ifdef _HAVE_DIAGNOSTIC_
-		case DiagnosticHorizAnalysisEnum: case AdjointHorizAnalysisEnum:
+		case DiagnosticHorizAnalysisEnum:
 			Ke=CreateKMatrixDiagnosticMacAyeal();
+			break;
+		case AdjointHorizAnalysisEnum:
+			Ke=CreateKMatrixAdjointMacAyeal();
 			break;
 		case DiagnosticHutterAnalysisEnum:
@@ -3063,5 +3066,5 @@
 }
 /*}}}*/
-/*FUNCTION Tria::CreateJacobianDiagnosticPattyn{{{1*/
+/*FUNCTION Tria::CreateJacobianDiagnosticMacayeal{{{1*/
 ElementMatrix* Tria::CreateJacobianDiagnosticMacayeal(void){
 
@@ -3864,5 +3867,5 @@
 
 		/*Tikhonov regularization: J = 1/2 ((dp/dx)^2 + (dp/dy)^2) */ 
-		//Jelem+=weight*1/2*(pow(dp[0],2.)+pow(dp[1],2.))*Jdet*gauss->weight;
+		Jelem+=weight*1/2*(pow(dp[0],2.)+pow(dp[1],2.))*Jdet*gauss->weight;
 	}
 
@@ -4736,5 +4739,5 @@
 
 		/*Tikhonov regularization: J = 1/2 ((dp/dx)^2 + (dp/dy)^2) */ 
-		//Jelem+=weight*1/2*(pow(dp[0],2.)+pow(dp[1],2.))*Jdet*gauss->weight;
+		Jelem+=weight*1/2*(pow(dp[0],2.)+pow(dp[1],2.))*Jdet*gauss->weight;
 	}
 
@@ -4763,4 +4766,74 @@
 	/*Transpose and return Ke*/
 	Ke->Transpose();
+	return Ke;
+}
+/*}}}*/
+/*FUNCTION Tria::CreateKMatrixAdjointMacAyeal{{{1*/
+ElementMatrix* Tria::CreateKMatrixAdjointMacAyeal(void){
+
+	/*Constants*/
+	const int    numdof=NDOF2*NUMVERTICES;
+
+	/*Intermediaries */
+	int        i,j,ig;
+	bool       incomplete_adjoint;
+	double     xyz_list[NUMVERTICES][3];
+	double     Jdet,thickness;
+	double     eps1dotdphii,eps1dotdphij;
+	double     eps2dotdphii,eps2dotdphij;
+	double     mu_prime;
+	double     epsilon[3];/* epsilon=[exx,eyy,exy];*/
+	double     eps1[2],eps2[2];
+	double     phi[NUMVERTICES];
+	double     dphi[2][NUMVERTICES];
+	GaussTria *gauss=NULL;
+
+	/*Initialize Jacobian with regular MacAyeal (first part of the Gateau derivative)*/
+	parameters->FindParam(&incomplete_adjoint,InversionIncompleteAdjointEnum);
+	ElementMatrix* Ke=CreateKMatrixDiagnosticMacAyeal();
+	if(incomplete_adjoint) return Ke;
+
+	/*Retrieve all inputs and parameters*/
+	GetVerticesCoordinates(&xyz_list[0][0], nodes, NUMVERTICES);
+	Input* vx_input=inputs->GetInput(VxEnum);       _assert_(vx_input);
+	Input* vy_input=inputs->GetInput(VyEnum);       _assert_(vy_input);
+	Input* thickness_input=inputs->GetInput(ThicknessEnum); _assert_(thickness_input);
+
+	/* Start  looping on the number of gaussian points: */
+	gauss=new GaussTria(2);
+	for (ig=gauss->begin();ig<gauss->end();ig++){
+
+		gauss->GaussPoint(ig);
+
+		GetJacobianDeterminant2d(&Jdet, &xyz_list[0][0],gauss);
+		GetNodalFunctionsDerivatives(&dphi[0][0],&xyz_list[0][0],gauss);
+
+		thickness_input->GetInputValue(&thickness, gauss);
+		this->GetStrainRate2d(&epsilon[0],&xyz_list[0][0],gauss,vx_input,vy_input);
+		matice->GetViscosity2dDerivativeEpsSquare(&mu_prime,&epsilon[0]);
+		eps1[0]=2*epsilon[0]+epsilon[1];   eps2[0]=epsilon[2];
+		eps1[1]=epsilon[2];                eps2[1]=epsilon[0]+2*epsilon[1];
+
+		for(i=0;i<3;i++){
+			for(j=0;j<3;j++){
+				eps1dotdphii=eps1[0]*dphi[0][i]+eps1[1]*dphi[1][i];
+				eps1dotdphij=eps1[0]*dphi[0][j]+eps1[1]*dphi[1][j];
+				eps2dotdphii=eps2[0]*dphi[0][i]+eps2[1]*dphi[1][i];
+				eps2dotdphij=eps2[0]*dphi[0][j]+eps2[1]*dphi[1][j];
+
+				Ke->values[6*(2*i+0)+2*j+0]+=gauss->weight*Jdet*2*mu_prime*thickness*eps1dotdphij*eps1dotdphii;
+				Ke->values[6*(2*i+0)+2*j+1]+=gauss->weight*Jdet*2*mu_prime*thickness*eps2dotdphij*eps1dotdphii;
+				Ke->values[6*(2*i+1)+2*j+0]+=gauss->weight*Jdet*2*mu_prime*thickness*eps1dotdphij*eps2dotdphii;
+				Ke->values[6*(2*i+1)+2*j+1]+=gauss->weight*Jdet*2*mu_prime*thickness*eps2dotdphij*eps2dotdphii;
+			}
+		}
+	}
+
+	/*Transform Coordinate System*/
+	TransformStiffnessMatrixCoord(Ke,nodes,NUMVERTICES,XYEnum);
+
+	/*Clean up and return*/
+	delete gauss;
+	//Ke->Transpose();
 	return Ke;
 }
Index: /issm/trunk-jpl/src/c/objects/Elements/Tria.h
===================================================================
--- /issm/trunk-jpl/src/c/objects/Elements/Tria.h	(revision 11447)
+++ /issm/trunk-jpl/src/c/objects/Elements/Tria.h	(revision 11448)
@@ -217,4 +217,5 @@
 		#ifdef _HAVE_CONTROL_
 		ElementMatrix* CreateKMatrixAdjointBalancethickness(void);
+		ElementMatrix* CreateKMatrixAdjointMacAyeal(void);
 		ElementVector* CreatePVectorAdjointHoriz(void);
 		ElementVector* CreatePVectorAdjointStokes(void);
