/// @file /// Test polynomial interpolation to arbirtary points in multiple dimensions /// \test Test polynomial interpolation to arbitrary points in multiple dimensions #include #include #include static CeedScalar Eval(CeedInt dim, const CeedScalar x[]) { CeedScalar result = 1, center = 0.1; for (CeedInt d = 0; d < dim; d++) { result *= tanh(x[d] - center); center += 0.1; } return result; } int main(int argc, char **argv) { Ceed ceed; CeedInit(argv[1], &ceed); for (CeedInt dim = 1; dim <= 3; dim++) { CeedVector x, x_nodes, x_points, u, v; CeedBasis basis_x, basis_u; const CeedInt p = 9, q = 9, num_points = 4, x_dim = CeedIntPow(2, dim), p_dim = CeedIntPow(p, dim); CeedVectorCreate(ceed, x_dim * dim, &x); CeedVectorCreate(ceed, p_dim * dim, &x_nodes); CeedVectorCreate(ceed, num_points * dim, &x_points); CeedVectorCreate(ceed, p_dim, &u); CeedVectorCreate(ceed, num_points, &v); // Get nodal coordinates CeedBasisCreateTensorH1Lagrange(ceed, dim, dim, 2, p, CEED_GAUSS_LOBATTO, &basis_x); { CeedScalar x_array[x_dim * dim]; for (CeedInt d = 0; d < dim; d++) { for (CeedInt i = 0; i < x_dim; i++) x_array[d * x_dim + i] = (i % CeedIntPow(2, dim - d)) / CeedIntPow(2, dim - d - 1) ? 1 : -1; } CeedVectorSetArray(x, CEED_MEM_HOST, CEED_COPY_VALUES, x_array); } CeedBasisApply(basis_x, 1, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, x, x_nodes); // Set values of u at nodes { const CeedScalar *x_array; CeedScalar u_array[p_dim]; CeedVectorGetArrayRead(x_nodes, CEED_MEM_HOST, &x_array); for (CeedInt i = 0; i < p_dim; i++) { CeedScalar coord[dim]; for (CeedInt d = 0; d < dim; d++) coord[d] = x_array[d * p_dim + i]; u_array[i] = Eval(dim, coord); } CeedVectorRestoreArrayRead(x_nodes, &x_array); CeedVectorSetArray(u, CEED_MEM_HOST, CEED_COPY_VALUES, (CeedScalar *)&u_array); } // Interpolate to arbitrary points CeedBasisCreateTensorH1Lagrange(ceed, dim, 1, p, q, CEED_GAUSS, &basis_u); { CeedScalar x_array[12] = {-0.33, -0.65, 0.16, 0.99, -0.65, 0.16, 0.99, -0.33, 0.16, 0.99, -0.33, -0.65}; CeedVectorSetArray(x_points, CEED_MEM_HOST, CEED_COPY_VALUES, x_array); } CeedBasisApplyAtPoints(basis_u, num_points, CEED_NOTRANSPOSE, CEED_EVAL_INTERP, x_points, u, v); { const CeedScalar *x_array, *v_array; CeedVectorGetArrayRead(x_points, CEED_MEM_HOST, &x_array); CeedVectorGetArrayRead(v, CEED_MEM_HOST, &v_array); for (CeedInt i = 0; i < num_points; i++) { CeedScalar coord[dim]; for (CeedInt d = 0; d < dim; d++) coord[d] = x_array[d + i * dim]; const CeedScalar fx = Eval(dim, coord); if (fabs(v_array[i] - fx) > 1E-4) { // LCOV_EXCL_START printf("[%" CeedInt_FMT "] %f != %f = f(%f", dim, v_array[i], fx, coord[0]); for (CeedInt d = 1; d < dim; d++) printf(", %f", coord[d]); puts(")"); // LCOV_EXCL_STOP } } CeedVectorRestoreArrayRead(x_points, &x_array); CeedVectorRestoreArrayRead(v, &v_array); } CeedVectorDestroy(&x); CeedVectorDestroy(&x_nodes); CeedVectorDestroy(&x_points); CeedVectorDestroy(&u); CeedVectorDestroy(&v); CeedBasisDestroy(&basis_x); CeedBasisDestroy(&basis_u); } CeedDestroy(&ceed); return 0; }