// Copyright (c) 2010-2025, Lawrence Livermore National Security, LLC. Produced // at the Lawrence Livermore National Laboratory. All Rights reserved. See files // LICENSE and NOTICE for details. LLNL-CODE-806117. // // This file is part of the MFEM library. For more information and source code // availability visit https://mfem.org. // // MFEM is free software; you can redistribute it and/or modify it under the // terms of the BSD-3 license. We welcome feedback and contributions, see file // CONTRIBUTING.md for details. #include "../unit_tests.hpp" #include "mfem.hpp" #ifdef MFEM_USE_MPI using namespace mfem; using namespace mfem::future; using mfem::future::tensor; #ifdef MFEM_USE_ENZYME using dscalar_t = real_t; #else using mfem::future::dual; using dscalar_t = dual; #endif template void vectordivergence(const char *filename, int p) { CAPTURE(filename, DIM, p); Mesh smesh(filename); ParMesh pmesh(MPI_COMM_WORLD, smesh); MFEM_VERIFY(pmesh.Dimension() == DIM, "Mesh dimension mismatch"); pmesh.EnsureNodes(); auto *nodes = static_cast(pmesh.GetNodes()); p = std::max(p, pmesh.GetNodalFESpace()->GetMaxElementOrder()); smesh.Clear(); Array all_domain_attr; if (pmesh.attributes.Size() > 0) { all_domain_attr.SetSize(pmesh.attributes.Max()); all_domain_attr = 1; } H1_FECollection fec(p, DIM); ParFiniteElementSpace psfes(&pmesh, &fec); ParFiniteElementSpace pvfes(&pmesh, &fec, DIM); const int d1d(p + 1), q = 3 * p + 1; const auto *ir = &IntRules.Get(pmesh.GetTypicalElementGeometry(), q); const int q1d(IntRules.Get(Geometry::SEGMENT, ir->GetOrder()).GetNPoints()); MFEM_VERIFY(d1d <= q1d, "q1d should be >= d1d"); ParGridFunction vx(&pvfes); ParGridFunction sy(&psfes), sz(&psfes); Vector vX(pvfes.GetTrueVSize()); Vector sY(psfes.GetTrueVSize()), sZ(psfes.GetTrueVSize()); vX.Randomize(1), vx.SetFromTrueDofs(vX); MixedBilinearForm mblf_fa(&pvfes, &psfes); mblf_fa.AddDomainIntegrator(new VectorDivergenceIntegrator); mblf_fa.Assemble(), mblf_fa.Finalize(); mblf_fa.Mult(vx, sy); MixedBilinearForm mblf_pa(&pvfes, &psfes); mblf_pa.AddDomainIntegrator(new VectorDivergenceIntegrator); mblf_pa.SetAssemblyLevel(AssemblyLevel::PARTIAL); mblf_pa.Assemble(); mblf_pa.Mult(vx, sz); sy -= sz; REQUIRE(sy.Normlinf() == MFEM_Approx(0.0)); MPI_Barrier(MPI_COMM_WORLD); { static constexpr int P = 0, V = 1, Coords = 2; ParFiniteElementSpace *mfes = nodes->ParFESpace(); const auto solutions = std::vector{ FieldDescriptor{ P, &psfes } }; const auto parameters = std::vector { FieldDescriptor{ V, &pvfes }, FieldDescriptor{ Coords, mfes } }; DifferentiableOperator dop_mf(solutions, parameters, pmesh); const auto mf_vector_divergence_qf = [] MFEM_HOST_DEVICE(const tensor &dudxi, const tensor &J, const real_t &w) { const auto invJ = inv(J); const auto dudx = dudxi * invJ; return tuple{ tr(dudx) * det(J) * w }; }; dop_mf.AddDomainIntegrator(mf_vector_divergence_qf, tuple{ Gradient{}, Gradient{}, Weight{} }, tuple{ Value

{} }, *ir, all_domain_attr); dop_mf.SetParameters({ &vx, nodes }); Vector unused(pvfes.GetTrueVSize()); dop_mf.Mult(unused, sZ); mblf_fa.Mult(vx, sy); psfes.GetProlongationMatrix()->MultTranspose(sy, sY); sY -= sZ; real_t norm_global = M_PI, norm_local = sY.Normlinf(); MPI_Allreduce(&norm_local, &norm_global, 1, MPI_DOUBLE, MPI_MAX, pmesh.GetComm()); REQUIRE(norm_global == MFEM_Approx(0.0)); MPI_Barrier(MPI_COMM_WORLD); } } TEST_CASE("dFEM VectorDivergence", "[Parallel][dFEM]") { const bool all_tests = launch_all_non_regression_tests; const auto p = !all_tests ? 2 : GENERATE(1, 2, 3); SECTION("2D p=" + std::to_string(p)) { const auto filename = GENERATE("../../data/star.mesh", "../../data/star-q3.mesh", "../../data/rt-2d-q3.mesh", "../../data/inline-quad.mesh", "../../data/periodic-square.mesh"); vectordivergence<2>(filename, p); } SECTION("3D p=" + std::to_string(p)) { const auto filename = GENERATE("../../data/fichera.mesh", "../../data/fichera-q3.mesh", "../../data/inline-hex.mesh", "../../data/toroid-hex.mesh", "../../data/periodic-cube.mesh"); vectordivergence<3>(filename, p); } } #endif // MFEM_USE_MPI