// 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 "mfem.hpp" #include "catch.hpp" #include #include using namespace mfem; /** * Utility function to generate IntegerationPoints, based on param ip * that are outside the unit interval. Results are placed in output * parameter arr. * * Note: this is defined in test_calcshape.cpp */ void GetRelatedIntegrationPoints(const IntegrationPoint& ip, int dim, Array& arr); /** * Utility function to setup IsoparametricTransformations for reference * elements of various types. * * Note: this is defined in test_calcvshape.cpp */ void GetReferenceTransformation(const Element::Type ElemType, IsoparametricTransformation & T); /** * Linear test function whose curl is equal to 1 in 2D and (1,1,1) in 3D. */ void test_curl_func(const Vector &x, Vector &v) { int dim = x.Size(); v.SetSize(dim); v[0] = 4.0 * x[1]; v[1] = 5.0 * x[0]; if (dim == 3) { v[0] += 3.0 * x[2]; v[1] += x[2]; v[2] = 2.0 * (x[0] + x[1]); } } /** * Tests fe->CalcCurlShape() over a grid of IntegrationPoints * of resolution res. Also tests at integration points * that are outside the element. */ void TestCalcCurlShape(FiniteElement* fe, ElementTransformation * T, int res) { int dof = fe->GetDof(); int dim = fe->GetDim(); int cdim = 2 * dim - 3; Vector dofs(dof); Vector v(cdim); DenseMatrix weights( dof, cdim ); VectorFunctionCoefficient vCoef(dim, test_curl_func); fe->Project(vCoef, *T, dofs); // Get a uniform grid of integration points RefinedGeometry* ref = GlobGeometryRefiner.Refine( fe->GetGeomType(), res); const IntegrationRule& intRule = ref->RefPts; int npoints = intRule.GetNPoints(); for (int i=0; i < npoints; ++i) { // Get the current integration point from intRule IntegrationPoint pt = intRule.IntPoint(i); // Get several variants of this integration point // some of which are inside the element and some are outside Array ipArr; GetRelatedIntegrationPoints( pt, dim, ipArr ); // For each such integration point check that the weights // from CalcCurlShape() sum to one for (int j=0; j < ipArr.Size(); ++j) { IntegrationPoint& ip = ipArr[j]; // Pyramid basis functions are poorly behaved outside the // reference pyramid if (fe->GetGeomType() == Geometry::PYRAMID && (ip.z < 0.0 || ip.z >= 1.0 || ip.y < 0.0 || ip.y > 1.0 - ip.z || ip.x < 0.0 || ip.x > 1.0 - ip.z)) { continue; } CAPTURE(ip.x, ip.y, ip.z); fe->CalcCurlShape(ip, weights); weights.MultTranspose(dofs, v); REQUIRE( v[0] == Approx(1.) ); if (dim == 3) { REQUIRE( v[1] == Approx(1.) ); REQUIRE( v[2] == Approx(1.) ); } } } } TEST_CASE("CalcCurlShape ND", "[ND_TriangleElement]" "[ND_QuadrilateralElement]" "[ND_TetrahedronElement]" "[ND_WedgeElement]" "[ND_FuentesPyramidElement]" "[ND_HexahedronElement]") { const int maxOrder = 5; const int resolution = 10; auto order = GENERATE_COPY(range(1, maxOrder + 1)); CAPTURE(order); SECTION("ND_TriangleElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::TRIANGLE, T); ND_TriangleElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } SECTION("ND_QuadrilateralElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::QUADRILATERAL, T); ND_QuadrilateralElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } SECTION("ND_TetrahedronElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::TETRAHEDRON, T); ND_TetrahedronElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } SECTION("ND_WedgeElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::WEDGE, T); ND_WedgeElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } SECTION("ND_FuentesPyramidElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::PYRAMID, T); ND_FuentesPyramidElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } SECTION("ND_HexahedronElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::HEXAHEDRON, T); ND_HexahedronElement fe(order); TestCalcCurlShape(&fe, &T, resolution); } } /** * Tests fe->CalcCurlShape() over a set of IntegrationPoints * chosen based on the order. Compares the computed derivatives against * approximate derivatives computed using the secant method. */ void TestFDCalcCurlShape(FiniteElement* fe, ElementTransformation * T, int order) { int dof = fe->GetDof(); int dim = fe->GetDim(); int cdim = fe->GetCurlDim(); DenseMatrix pshape(dof, dim); DenseMatrix mshape(dof, dim); Vector pcomp; Vector mcomp; Vector fdcomp(dof); Vector fdshapecol; DenseMatrix dshape(dof, cdim); DenseMatrix fdshape(dof, cdim); // Optimal step size for central difference real_t h = std::cbrt(std::numeric_limits::epsilon()); real_t inv2h = 0.5 / h; // Error in the finite difference approximation of the derivative of a // Legendre polynomial: P_n'''(1) h^2 / 6. Because we use shifted and scaled // Legendre polynomials we need to increase these estimates by 2^3. We also // make use of the fact that the third derivatives of Legendre polynomials // are bounded by +/- (n+1)(n+2)(n+3)(n+4)(n+5)(n+6)/48. real_t err_est = (order + 1) * (order + 2) * (order + 3) * (order + 4) * (order + 5) * (order + 6) * h * h / 36.0; bool pyr = fe->GetGeomType() == Geometry::PYRAMID; const IntegrationRule *ir = &IntRules.Get(fe->GetGeomType(), 2*order+dim-1); IntegrationPoint ptp; IntegrationPoint ptm; int npoints = ir->GetNPoints(); for (int i=0; i < npoints; ++i) { // Get the current integration point from the integration rule IntegrationPoint pt = ir->IntPoint(i); fe->CalcCurlShape(pt, dshape); CAPTURE(pt.x, pt.y, dim == 3 ? pt.z : 0_r); fdshape = 0.0; for (int d=0; dCalcVShape(ptm, mshape); fe->CalcVShape(ptp, pshape); if (dim == 2 && d1 < 2) { // Extract the component to be differentiated mshape.GetColumnReference(d1, mcomp); pshape.GetColumnReference(d1, pcomp); // Compute approximate derivatives using the secant method add(inv2h, pcomp, -inv2h, mcomp, fdcomp); fdshape.GetColumnReference(0, fdshapecol); fdshapecol += fdcomp; } if (dim == 2 && d2 < 2) { // Extract the component to be differentiated mshape.GetColumnReference(d2, mcomp); pshape.GetColumnReference(d2, pcomp); // Compute approximate derivatives using the secant method add(inv2h, pcomp, -inv2h, mcomp, fdcomp); fdshape.GetColumnReference(0, fdshapecol); fdshapecol -= fdcomp; } if (dim == 3) { // Extract the component to be differentiated mshape.GetColumnReference(d1, mcomp); pshape.GetColumnReference(d1, pcomp); // Compute approximate derivatives using the secant method add(inv2h, pcomp, -inv2h, mcomp, fdcomp); fdshape.GetColumnReference(d2, fdshapecol); fdshapecol += fdcomp; // Extract the component to be differentiated mshape.GetColumnReference(d2, mcomp); pshape.GetColumnReference(d2, pcomp); // Compute approximate derivatives using the secant method add(inv2h, pcomp, -inv2h, mcomp, fdcomp); fdshape.GetColumnReference(d1, fdshapecol); fdshapecol -= fdcomp; } } // Compute the difference between the computed derivative and its // finite difference approximation fdshape -= dshape; // Due to the scaling of the Legendre polynomials, as the integration // points approach the apex of a pyramid the derivatives in the x and y // directions become infinite. Therefore, we need to scale the finite // difference error estimate by the following z-dependent factor. The // truncation error involves the third derivative of the Legendre // polynomial which adds three factors of 1/(1-z). Some of the basis // functions are constructed using first derivatives of Legendre // polynomials which adds one additional factor of 1/(1-z). real_t pyr_fac = pyr ? std::pow(1.0/(1.0-pt.z), 4) : 1.0; // Determine the maximum difference between the two derivative // calculations real_t max_err = fdshape.MaxMaxNorm(); // The factor of two is added to account for the sum of derivatives in // each direction needed to form the curl. The factor of dim is added to // account for the product rule used in computing derivatives of our // basis functions which are products of Legendre polynomials in the // different coordinates. REQUIRE( max_err < 2 * dim * pyr_fac * err_est ); } } TEST_CASE("CalcCurlShape vs FD ND", "[ND_TriangleElement]" "[ND_QuadrilateralElement]" "[ND_TetrahedronElement]" "[ND_WedgeElement]" "[ND_FuentesPyramidElement]" "[ND_HexahedronElement]") { const int maxOrder = 5; auto order = GENERATE_COPY(range(1, maxOrder + 1)); CAPTURE(order); SECTION("ND_TriangleElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::TRIANGLE, T); ND_TriangleElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } SECTION("ND_QuadrilateralElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::QUADRILATERAL, T); ND_QuadrilateralElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } SECTION("ND_TetrahedronElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::TETRAHEDRON, T); ND_TetrahedronElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } SECTION("ND_WedgeElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::WEDGE, T); ND_WedgeElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } SECTION("ND_FuentesPyramidElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::PYRAMID, T); ND_FuentesPyramidElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } SECTION("ND_HexahedronElement") { IsoparametricTransformation T; GetReferenceTransformation(Element::HEXAHEDRON, T); ND_HexahedronElement fe(order); TestFDCalcCurlShape(&fe, &T, order); } }