1*3d8e8822SJeremy L Thompson // Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors. 2*3d8e8822SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details. 3182fbe45STzanio // 4*3d8e8822SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause 5182fbe45STzanio // 6*3d8e8822SJeremy L Thompson // This file is part of CEED: http://github.com/ceed 7182fbe45STzanio 8182fbe45STzanio /// @file 95d6bafb2Sjeremylt /// Diffusion operator example using MFEM 103d576824SJeremy L Thompson 11182fbe45STzanio #include <ceed.h> 12182fbe45STzanio #include <mfem.hpp> 134d537eeaSYohann #include "bp3.h" 14182fbe45STzanio 15182fbe45STzanio /// Wrapper for a diffusion CeedOperator as an mfem::Operator 16182fbe45STzanio class CeedDiffusionOperator : public mfem::Operator { 17182fbe45STzanio protected: 18182fbe45STzanio const mfem::FiniteElementSpace *fes; 19182fbe45STzanio CeedOperator build_oper, oper; 20182fbe45STzanio CeedBasis basis, mesh_basis; 21135a076eSjeremylt CeedElemRestriction restr, mesh_restr, restr_i, mesh_restr_i; 22182fbe45STzanio CeedQFunction apply_qfunc, build_qfunc; 23777ff853SJeremy L Thompson CeedQFunctionContext build_ctx; 24a2fa7910SValeria Barra CeedVector node_coords, qdata; 25182fbe45STzanio 26777ff853SJeremy L Thompson BuildContext build_ctx_data; 27182fbe45STzanio 28182fbe45STzanio CeedVector u, v; 29182fbe45STzanio 30182fbe45STzanio static void FESpace2Ceed(const mfem::FiniteElementSpace *fes, 31182fbe45STzanio const mfem::IntegrationRule &ir, 32182fbe45STzanio Ceed ceed, CeedBasis *basis, 33182fbe45STzanio CeedElemRestriction *restr) { 34182fbe45STzanio mfem::Mesh *mesh = fes->GetMesh(); 35182fbe45STzanio const mfem::FiniteElement *fe = fes->GetFE(0); 36182fbe45STzanio const int order = fes->GetOrder(0); 37182fbe45STzanio mfem::Array<int> dof_map; 38182fbe45STzanio switch (mesh->Dimension()) { 39182fbe45STzanio case 1: { 40182fbe45STzanio const mfem::H1_SegmentElement *h1_fe = 41182fbe45STzanio dynamic_cast<const mfem::H1_SegmentElement *>(fe); 42182fbe45STzanio MFEM_VERIFY(h1_fe, "invalid FE"); 43182fbe45STzanio h1_fe->GetDofMap().Copy(dof_map); 44182fbe45STzanio break; 45182fbe45STzanio } 46182fbe45STzanio case 2: { 47182fbe45STzanio const mfem::H1_QuadrilateralElement *h1_fe = 48182fbe45STzanio dynamic_cast<const mfem::H1_QuadrilateralElement *>(fe); 49182fbe45STzanio MFEM_VERIFY(h1_fe, "invalid FE"); 50182fbe45STzanio h1_fe->GetDofMap().Copy(dof_map); 51182fbe45STzanio break; 52182fbe45STzanio } 53182fbe45STzanio case 3: { 54182fbe45STzanio const mfem::H1_HexahedronElement *h1_fe = 55182fbe45STzanio dynamic_cast<const mfem::H1_HexahedronElement *>(fe); 56182fbe45STzanio MFEM_VERIFY(h1_fe, "invalid FE"); 57182fbe45STzanio h1_fe->GetDofMap().Copy(dof_map); 58182fbe45STzanio break; 59182fbe45STzanio } 60182fbe45STzanio } 61182fbe45STzanio const mfem::FiniteElement *fe1d = 62182fbe45STzanio fes->FEColl()->FiniteElementForGeometry(mfem::Geometry::SEGMENT); 63182fbe45STzanio mfem::DenseMatrix shape1d(fe1d->GetDof(), ir.GetNPoints()); 64d1d35e2fSjeremylt mfem::DenseMatrix grad_1d(fe1d->GetDof(), ir.GetNPoints()); 65d1d35e2fSjeremylt mfem::Vector q_ref_1d(ir.GetNPoints()), q_weight_1d(ir.GetNPoints()); 66182fbe45STzanio mfem::Vector shape_i(shape1d.Height()); 67d1d35e2fSjeremylt mfem::DenseMatrix grad_i(grad_1d.Height(), 1); 68182fbe45STzanio const mfem::H1_SegmentElement *h1_fe1d = 69182fbe45STzanio dynamic_cast<const mfem::H1_SegmentElement *>(fe1d); 70182fbe45STzanio MFEM_VERIFY(h1_fe1d, "invalid FE"); 71182fbe45STzanio const mfem::Array<int> &dof_map_1d = h1_fe1d->GetDofMap(); 72182fbe45STzanio for (int i = 0; i < ir.GetNPoints(); i++) { 73182fbe45STzanio const mfem::IntegrationPoint &ip = ir.IntPoint(i); 74d1d35e2fSjeremylt q_ref_1d(i) = ip.x; 75d1d35e2fSjeremylt q_weight_1d(i) = ip.weight; 76182fbe45STzanio fe1d->CalcShape(ip, shape_i); 77182fbe45STzanio fe1d->CalcDShape(ip, grad_i); 78182fbe45STzanio for (int j = 0; j < shape1d.Height(); j++) { 79182fbe45STzanio shape1d(j,i) = shape_i(dof_map_1d[j]); 80d1d35e2fSjeremylt grad_1d(j,i) = grad_i(dof_map_1d[j],0); 81182fbe45STzanio } 82182fbe45STzanio } 83182fbe45STzanio CeedBasisCreateTensorH1(ceed, mesh->Dimension(), fes->GetVDim(), order+1, 84182fbe45STzanio ir.GetNPoints(), shape1d.GetData(), 85d1d35e2fSjeremylt grad_1d.GetData(), q_ref_1d.GetData(), 86d1d35e2fSjeremylt q_weight_1d.GetData(), basis); 87182fbe45STzanio 88182fbe45STzanio const mfem::Table &el_dof = fes->GetElementToDofTable(); 89182fbe45STzanio mfem::Array<int> tp_el_dof(el_dof.Size_of_connections()); 90182fbe45STzanio for (int i = 0; i < mesh->GetNE(); i++) { 91182fbe45STzanio const int el_offset = fe->GetDof()*i; 92182fbe45STzanio for (int j = 0; j < fe->GetDof(); j++) { 93182fbe45STzanio tp_el_dof[j + el_offset] = el_dof.GetJ()[dof_map[j] + el_offset]; 94182fbe45STzanio } 95182fbe45STzanio } 96d979a051Sjeremylt CeedElemRestrictionCreate(ceed, mesh->GetNE(), fe->GetDof(), 97d979a051Sjeremylt fes->GetVDim(), fes->GetNDofs(), 98d979a051Sjeremylt (fes->GetVDim())*(fes->GetNDofs()), 99d979a051Sjeremylt CEED_MEM_HOST, CEED_COPY_VALUES, 100d979a051Sjeremylt tp_el_dof.GetData(), restr); 101182fbe45STzanio } 102182fbe45STzanio 103182fbe45STzanio public: 104182fbe45STzanio /// Constructor. Assumes @a fes is a scalar FE space. 105182fbe45STzanio CeedDiffusionOperator(Ceed ceed, const mfem::FiniteElementSpace *fes) 106182fbe45STzanio : Operator(fes->GetNDofs()), 107182fbe45STzanio fes(fes) { 108182fbe45STzanio mfem::Mesh *mesh = fes->GetMesh(); 109182fbe45STzanio const int order = fes->GetOrder(0); 110182fbe45STzanio const int ir_order = 2*(order + 2) - 1; // <----- 111182fbe45STzanio const mfem::IntegrationRule &ir = 112182fbe45STzanio mfem::IntRules.Get(mfem::Geometry::SEGMENT, ir_order); 113d1d35e2fSjeremylt CeedInt num_elem = mesh->GetNE(), dim = mesh->SpaceDimension(), 114cb0b5415Sjeremylt ncompx = dim, nqpts; 115182fbe45STzanio 116182fbe45STzanio FESpace2Ceed(fes, ir, ceed, &basis, &restr); 117182fbe45STzanio 118182fbe45STzanio const mfem::FiniteElementSpace *mesh_fes = mesh->GetNodalFESpace(); 119182fbe45STzanio MFEM_VERIFY(mesh_fes, "the Mesh has no nodal FE space"); 120182fbe45STzanio FESpace2Ceed(mesh_fes, ir, ceed, &mesh_basis, &mesh_restr); 121a48d94bfSjeremylt CeedBasisGetNumQuadraturePoints(basis, &nqpts); 122182fbe45STzanio 1237509a596Sjeremylt CeedInt strides[3] = {1, nqpts, nqpts *dim *(dim+1)/2}; 124d1d35e2fSjeremylt CeedElemRestrictionCreateStrided(ceed, num_elem, nqpts, dim*(dim+1)/2, 125d1d35e2fSjeremylt dim*(dim+1)/2*nqpts*num_elem, strides, 126d979a051Sjeremylt &restr_i); 127135a076eSjeremylt 128182fbe45STzanio CeedVectorCreate(ceed, mesh->GetNodes()->Size(), &node_coords); 129182fbe45STzanio CeedVectorSetArray(node_coords, CEED_MEM_HOST, CEED_USE_POINTER, 130182fbe45STzanio mesh->GetNodes()->GetData()); 131182fbe45STzanio 132d1d35e2fSjeremylt CeedVectorCreate(ceed, num_elem*nqpts*dim*(dim+1)/2, &qdata); 1337ca8db16Sjeremylt 1347ca8db16Sjeremylt // Context data to be passed to the 'f_build_diff' Q-function. 135777ff853SJeremy L Thompson build_ctx_data.dim = mesh->Dimension(); 136777ff853SJeremy L Thompson build_ctx_data.space_dim = dim; 137777ff853SJeremy L Thompson CeedQFunctionContextCreate(ceed, &build_ctx); 138777ff853SJeremy L Thompson CeedQFunctionContextSetData(build_ctx, CEED_MEM_HOST, CEED_USE_POINTER, 139777ff853SJeremy L Thompson sizeof(build_ctx_data), &build_ctx_data); 1407ca8db16Sjeremylt 1417ca8db16Sjeremylt // Create the Q-function that builds the diff operator (i.e. computes its 1427ca8db16Sjeremylt // quadrature data) and set its context data. 14354251743Sjeremylt CeedQFunctionCreateInterior(ceed, 1, f_build_diff, 1444d537eeaSYohann f_build_diff_loc, &build_qfunc); 14534d77899SValeria Barra CeedQFunctionAddInput(build_qfunc, "dx", ncompx*dim, CEED_EVAL_GRAD); 1467ca8db16Sjeremylt CeedQFunctionAddInput(build_qfunc, "weights", 1, CEED_EVAL_WEIGHT); 147a2fa7910SValeria Barra CeedQFunctionAddOutput(build_qfunc, "qdata", dim*(dim+1)/2, CEED_EVAL_NONE); 148777ff853SJeremy L Thompson CeedQFunctionSetContext(build_qfunc, build_ctx); 14954251743Sjeremylt 1507ca8db16Sjeremylt // Create the operator that builds the quadrature data for the diff operator. 151442e7f0bSjeremylt CeedOperatorCreate(ceed, build_qfunc, CEED_QFUNCTION_NONE, 152442e7f0bSjeremylt CEED_QFUNCTION_NONE, &build_oper); 153a8d32208Sjeremylt CeedOperatorSetField(build_oper, "dx", mesh_restr, mesh_basis, 154a8d32208Sjeremylt CEED_VECTOR_ACTIVE); 15515910d16Sjeremylt CeedOperatorSetField(build_oper, "weights", CEED_ELEMRESTRICTION_NONE, 15615910d16Sjeremylt mesh_basis, CEED_VECTOR_NONE); 157a8d32208Sjeremylt CeedOperatorSetField(build_oper, "qdata", restr_i, CEED_BASIS_COLLOCATED, 158a8d32208Sjeremylt CEED_VECTOR_ACTIVE); 15954251743Sjeremylt 160a48d94bfSjeremylt // Compute the quadrature data for the diff operator. 161a2fa7910SValeria Barra CeedOperatorApply(build_oper, node_coords, qdata, 162182fbe45STzanio CEED_REQUEST_IMMEDIATE); 163182fbe45STzanio 1647ca8db16Sjeremylt // Create the Q-function that defines the action of the diff operator. 16554251743Sjeremylt CeedQFunctionCreateInterior(ceed, 1, f_apply_diff, 1664d537eeaSYohann f_apply_diff_loc, &apply_qfunc); 1674d537eeaSYohann CeedQFunctionAddInput(apply_qfunc, "u", dim, CEED_EVAL_GRAD); 168a2fa7910SValeria Barra CeedQFunctionAddInput(apply_qfunc, "qdata", dim*(dim+1)/2, CEED_EVAL_NONE); 1694d537eeaSYohann CeedQFunctionAddOutput(apply_qfunc, "v", dim, CEED_EVAL_GRAD); 170777ff853SJeremy L Thompson CeedQFunctionSetContext(apply_qfunc, build_ctx); 17154251743Sjeremylt 172a48d94bfSjeremylt // Create the diff operator. 173442e7f0bSjeremylt CeedOperatorCreate(ceed, apply_qfunc, CEED_QFUNCTION_NONE, 174442e7f0bSjeremylt CEED_QFUNCTION_NONE, &oper); 175a8d32208Sjeremylt CeedOperatorSetField(oper, "u", restr, basis, CEED_VECTOR_ACTIVE); 176a8d32208Sjeremylt CeedOperatorSetField(oper, "qdata", restr_i, CEED_BASIS_COLLOCATED, qdata); 177a8d32208Sjeremylt CeedOperatorSetField(oper, "v", restr, basis, CEED_VECTOR_ACTIVE); 178182fbe45STzanio 179182fbe45STzanio CeedVectorCreate(ceed, fes->GetNDofs(), &u); 180182fbe45STzanio CeedVectorCreate(ceed, fes->GetNDofs(), &v); 181182fbe45STzanio } 182182fbe45STzanio 183182fbe45STzanio /// Destructor 184182fbe45STzanio ~CeedDiffusionOperator() { 185182fbe45STzanio CeedVectorDestroy(&u); 1867ca8db16Sjeremylt CeedVectorDestroy(&v); 187a2fa7910SValeria Barra CeedVectorDestroy(&qdata); 188182fbe45STzanio CeedVectorDestroy(&node_coords); 189182fbe45STzanio CeedElemRestrictionDestroy(&restr); 1907ca8db16Sjeremylt CeedElemRestrictionDestroy(&mesh_restr); 191135a076eSjeremylt CeedElemRestrictionDestroy(&restr_i); 192182fbe45STzanio CeedBasisDestroy(&basis); 1937ca8db16Sjeremylt CeedBasisDestroy(&mesh_basis); 1947ca8db16Sjeremylt CeedQFunctionDestroy(&build_qfunc); 195777ff853SJeremy L Thompson CeedQFunctionContextDestroy(&build_ctx); 1967ca8db16Sjeremylt CeedOperatorDestroy(&build_oper); 1977ca8db16Sjeremylt CeedQFunctionDestroy(&apply_qfunc); 1987ca8db16Sjeremylt CeedOperatorDestroy(&oper); 199182fbe45STzanio } 200182fbe45STzanio 201182fbe45STzanio /// Operator action 202182fbe45STzanio virtual void Mult(const mfem::Vector &x, mfem::Vector &y) const { 203182fbe45STzanio CeedVectorSetArray(u, CEED_MEM_HOST, CEED_USE_POINTER, x.GetData()); 204182fbe45STzanio CeedVectorSetArray(v, CEED_MEM_HOST, CEED_USE_POINTER, y.GetData()); 205182fbe45STzanio 20654251743Sjeremylt CeedOperatorApply(oper, u, v, CEED_REQUEST_IMMEDIATE); 20754540941SJeremy L Thompson CeedVectorSyncArray(v, CEED_MEM_HOST); 208182fbe45STzanio } 209182fbe45STzanio }; 210