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mfem/examples/ex39.cpp
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C++

// MFEM Example 39
//
// Compile with: make ex39
//
// Sample runs: ex39
// ex39 -ess "Southern Boundary"
// ex39 -src Base
//
// Device sample runs:
// ex39 -fa -d cuda
//
// Description: This example code demonstrates the use of named attribute
// sets in MFEM to specify material regions, boundary regions,
// or source regions by name rather than attribute numbers. It
// also demonstrates how new named attribute sets may be created
// from arbitrary groupings of attribute number and used as a
// convenient shorthand to refer to those groupings in other
// portions of the application or through the command line.
//
// The particular problem being solved here is nearly the same
// as that in example 1 i.e. a simple finite element
// discretization of the Laplace problem -Delta u = 1 with
// homogeneous Dirichlet boundary conditions and, in this case,
// an inhomogeneous diffusion coefficient. The diffusion
// coefficient is given a small default value throughout the
// domain which is increased by two separate amounts in two named
// regions.
//
// The example highlights the use of named attribute sets for
// both subdomains and boundaries in different contexts as well
// as basic methods to create named sets from existing attributes.
#include "mfem.hpp"
#include <fstream>
#include <iostream>
using namespace std;
using namespace mfem;
int main(int argc, char *argv[])
{
// 1. Parse command-line options.
const char *mesh_file = "../data/compass.msh";
int order = 1;
string source_name = "Rose Even";
string ess_name = "Boundary";
bool static_cond = false;
bool pa = false;
bool fa = false;
const char *device_config = "cpu";
bool visualization = true;
bool algebraic_ceed = false;
OptionsParser args(argc, argv);
args.AddOption(&mesh_file, "-m", "--mesh",
"Mesh file to use.");
args.AddOption(&order, "-o", "--order",
"Finite element order (polynomial degree) or -1 for"
" isoparametric space.");
args.AddOption(&source_name,"-src","--source-attr-name",
"Name of attribute set containing source.");
args.AddOption(&ess_name,"-ess","--ess-attr-name",
"Name of attribute set containing essential BC.");
args.AddOption(&static_cond, "-sc", "--static-condensation", "-no-sc",
"--no-static-condensation", "Enable static condensation.");
args.AddOption(&pa, "-pa", "--partial-assembly", "-no-pa",
"--no-partial-assembly", "Enable Partial Assembly.");
args.AddOption(&fa, "-fa", "--full-assembly", "-no-fa",
"--no-full-assembly", "Enable Full Assembly.");
args.AddOption(&device_config, "-d", "--device",
"Device configuration string, see Device::Configure().");
#ifdef MFEM_USE_CEED
args.AddOption(&algebraic_ceed, "-a", "--algebraic",
"-no-a", "--no-algebraic",
"Use algebraic Ceed solver");
#endif
args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
"--no-visualization",
"Enable or disable GLVis visualization.");
args.Parse();
if (!args.Good())
{
args.PrintUsage(cout);
return 1;
}
args.PrintOptions(cout);
// 2. Enable hardware devices such as GPUs, and programming models such as
// CUDA, OCCA, RAJA and OpenMP based on command line options.
Device device(device_config);
device.Print();
// 3. Read the mesh from the given mesh file. We can handle triangular,
// quadrilateral, tetrahedral, hexahedral, surface and volume meshes with
// the same code.
Mesh mesh(mesh_file, 1, 1);
int dim = mesh.Dimension();
// 4. Refine the mesh to increase the resolution. In this example we do
// 'ref_levels' of uniform refinement. We choose 'ref_levels' to be the
// largest number that gives a final mesh with no more than 50,000
// elements.
{
int ref_levels =
(int)floor(log(50000./mesh.GetNE())/log(2.)/dim);
for (int l = 0; l < ref_levels; l++)
{
mesh.UniformRefinement();
}
}
// Display attribute set names contained in the initial mesh
{
std::set<string> names;
mesh.GetAttributeSetNames(names);
cout << "Element Attribute Set Names: ";
for (auto const &set_name : names)
{
cout << " \"" << set_name << "\"";
}
cout << endl;
std::set<string> bdr_names;
mesh.GetBdrAttributeSetNames(bdr_names);
cout << "Boundary Attribute Set Names: ";
for (auto const &bdr_set_name : bdr_names)
{
cout << " \"" << bdr_set_name << "\"";
}
cout << endl;
}
// Define new regions based on existing attribute sets
{
Array<int> & Na = mesh.GetAttributeSet("N Even");
Array<int> & Nb = mesh.GetAttributeSet("N Odd");
Array<int> & Sa = mesh.GetAttributeSet("S Even");
Array<int> & Sb = mesh.GetAttributeSet("S Odd");
Array<int> & Ea = mesh.GetAttributeSet("E Even");
Array<int> & Eb = mesh.GetAttributeSet("E Odd");
Array<int> & Wa = mesh.GetAttributeSet("W Even");
Array<int> & Wb = mesh.GetAttributeSet("W Odd");
// Create a new set spanning the North point
mesh.SetAttributeSet("North", Na);
mesh.AddToAttributeSet("North", Nb);
// Create a new set spanning the South point
mesh.SetAttributeSet("South", Sa);
mesh.AddToAttributeSet("South", Sb);
// Create a new set spanning the East point
mesh.SetAttributeSet("East", Ea);
mesh.AddToAttributeSet("East", Eb);
// Create a new set spanning the West point
mesh.SetAttributeSet("West", Wa);
mesh.AddToAttributeSet("West", Wb);
// Create a new set consisting of the "a" sides of the compass rose
mesh.SetAttributeSet("Rose Even", Na);
mesh.AddToAttributeSet("Rose Even", Sa);
mesh.AddToAttributeSet("Rose Even", Ea);
mesh.AddToAttributeSet("Rose Even", Wa);
// Create a new set consisting of the "b" sides of the compass rose
mesh.SetAttributeSet("Rose Odd", Nb);
mesh.AddToAttributeSet("Rose Odd", Sb);
mesh.AddToAttributeSet("Rose Odd", Eb);
mesh.AddToAttributeSet("Rose Odd", Wb);
// Create a new set consisting of the full compass rose
Array<int> & Ra = mesh.GetAttributeSet("Rose Even");
Array<int> & Rb = mesh.GetAttributeSet("Rose Odd");
mesh.SetAttributeSet("Rose", Ra);
mesh.AddToAttributeSet("Rose", Rb);
}
// Define new boundary regions based on existing boundary attribute sets
{
Array<int> & NNE = mesh.GetBdrAttributeSet("NNE");
Array<int> & NNW = mesh.GetBdrAttributeSet("NNW");
Array<int> & ENE = mesh.GetBdrAttributeSet("ENE");
Array<int> & ESE = mesh.GetBdrAttributeSet("ESE");
Array<int> & SSE = mesh.GetBdrAttributeSet("SSE");
Array<int> & SSW = mesh.GetBdrAttributeSet("SSW");
Array<int> & WNW = mesh.GetBdrAttributeSet("WNW");
Array<int> & WSW = mesh.GetBdrAttributeSet("WSW");
mesh.SetBdrAttributeSet("Northern Boundary", NNE);
mesh.AddToBdrAttributeSet("Northern Boundary", NNW);
mesh.SetBdrAttributeSet("Southern Boundary", SSE);
mesh.AddToBdrAttributeSet("Southern Boundary", SSW);
mesh.SetBdrAttributeSet("Eastern Boundary", ENE);
mesh.AddToBdrAttributeSet("Eastern Boundary", ESE);
mesh.SetBdrAttributeSet("Western Boundary", WNW);
mesh.AddToBdrAttributeSet("Western Boundary", WSW);
mesh.SetBdrAttributeSet("Boundary",
mesh.GetBdrAttributeSet("Northern Boundary"));
mesh.AddToBdrAttributeSet("Boundary",
mesh.GetBdrAttributeSet("Southern Boundary"));
mesh.AddToBdrAttributeSet("Boundary",
mesh.GetBdrAttributeSet("Eastern Boundary"));
mesh.AddToBdrAttributeSet("Boundary",
mesh.GetBdrAttributeSet("Western Boundary"));
}
// 5. Define a finite element space on the mesh. Here we use continuous
// Lagrange finite elements of the specified order. If order < 1, we
// instead use an isoparametric/isogeometric space.
FiniteElementCollection *fec;
bool delete_fec;
if (order > 0)
{
fec = new H1_FECollection(order, dim);
delete_fec = true;
}
else if (mesh.GetNodes())
{
fec = mesh.GetNodes()->OwnFEC();
delete_fec = false;
cout << "Using isoparametric FEs: " << fec->Name() << endl;
}
else
{
fec = new H1_FECollection(order = 1, dim);
delete_fec = true;
}
FiniteElementSpace fespace(&mesh, fec);
cout << "Number of finite element unknowns: "
<< fespace.GetTrueVSize() << endl;
// 6. Determine the list of true (i.e. conforming) essential boundary dofs.
// In this example, the boundary conditions are defined by marking all
// the boundary regions corresponding to the boundary attributes
// contained in the set named "ess_name" as essential (Dirichlet) and
// converting them to a list of true dofs.
Array<int> ess_tdof_list;
if (mesh.bdr_attributes.Size())
{
Array<int> ess_bdr_marker;
mesh.BdrAttrToMarker(mesh.GetBdrAttributeSet(ess_name),
ess_bdr_marker);
fespace.GetEssentialTrueDofs(ess_bdr_marker, ess_tdof_list);
}
// 7. Set up the linear form b(.) which corresponds to the right-hand side of
// the FEM linear system, which in this case is (1_s,phi_i) where phi_i
// are the basis functions in fespace and 1_s is an indicator function
// equal to 1 on the region defined by the named set "source_name" and
// zero elsewhere.
Array<int> source_marker;
mesh.AttrToMarker(mesh.GetAttributeSet(source_name), source_marker);
LinearForm b(&fespace);
ConstantCoefficient one(1.0);
b.AddDomainIntegrator(new DomainLFIntegrator(one), source_marker);
b.Assemble();
// 8. Define the solution vector x as a finite element grid function
// corresponding to fespace. Initialize x with initial guess of zero,
// which satisfies the boundary conditions.
GridFunction x(&fespace);
x = 0.0;
// 9. Set up the bilinear form a(.,.) on the finite element space
// corresponding to the Laplacian operator -Delta, by adding the
// Diffusion domain integrator.
BilinearForm a(&fespace);
if (pa) { a.SetAssemblyLevel(AssemblyLevel::PARTIAL); }
if (fa)
{
a.SetAssemblyLevel(AssemblyLevel::FULL);
// Sort the matrix column indices when running on GPU or with OpenMP (i.e.
// when Device::IsEnabled() returns true). This makes the results
// bit-for-bit deterministic at the cost of somewhat longer run time.
a.EnableSparseMatrixSorting(Device::IsEnabled());
}
ConstantCoefficient defaultCoef(1.0e-6);
ConstantCoefficient baseCoef(1.0);
ConstantCoefficient roseCoef(2.0);
Array<int> base_marker;
Array<int> rose_marker;
mesh.AttrToMarker(mesh.GetAttributeSet("Base"), base_marker);
mesh.AttrToMarker(mesh.GetAttributeSet("Rose Even"), rose_marker);
a.AddDomainIntegrator(new DiffusionIntegrator(defaultCoef));
a.AddDomainIntegrator(new DiffusionIntegrator(baseCoef), base_marker);
a.AddDomainIntegrator(new DiffusionIntegrator(roseCoef), rose_marker);
// 10. Assemble the bilinear form and the corresponding linear system,
// applying any necessary transformations such as: eliminating boundary
// conditions, applying conforming constraints for non-conforming AMR,
// static condensation, etc.
if (static_cond) { a.EnableStaticCondensation(); }
a.Assemble();
OperatorPtr A;
Vector B, X;
a.FormLinearSystem(ess_tdof_list, x, b, A, X, B);
cout << "Size of linear system: " << A->Height() << endl;
// 11. Solve the linear system A X = B.
if (!pa)
{
#ifndef MFEM_USE_SUITESPARSE
// Use a simple symmetric Gauss-Seidel preconditioner with PCG.
GSSmoother M((SparseMatrix&)(*A));
PCG(*A, M, B, X, 1, 800, 1e-12, 0.0);
#else
// If MFEM was compiled with SuiteSparse, use UMFPACK to solve the system.
UMFPackSolver umf_solver;
umf_solver.Control[UMFPACK_ORDERING] = UMFPACK_ORDERING_METIS;
umf_solver.SetOperator(*A);
umf_solver.Mult(B, X);
#endif
}
else
{
if (UsesTensorBasis(fespace))
{
if (algebraic_ceed)
{
ceed::AlgebraicSolver M(a, ess_tdof_list);
PCG(*A, M, B, X, 1, 800, 1e-12, 0.0);
}
else
{
OperatorJacobiSmoother M(a, ess_tdof_list);
PCG(*A, M, B, X, 1, 800, 1e-12, 0.0);
}
}
else
{
CG(*A, B, X, 1, 800, 1e-12, 0.0);
}
}
// 12. Recover the solution as a finite element grid function.
a.RecoverFEMSolution(X, b, x);
// 13. Save the refined mesh and the solution. This output can be viewed later
// using GLVis: "glvis -m refined.mesh -g sol.gf".
ofstream mesh_ofs("refined.mesh");
mesh_ofs.precision(8);
mesh.Print(mesh_ofs);
ofstream sol_ofs("sol.gf");
sol_ofs.precision(8);
x.Save(sol_ofs);
// 14. Send the solution by socket to a GLVis server.
if (visualization)
{
char vishost[] = "localhost";
int visport = 19916;
socketstream sol_sock(vishost, visport);
sol_sock.precision(8);
sol_sock << "solution\n" << mesh << x << "keys Rjmm" << flush;
}
// 15. Free the used memory.
if (delete_fec)
{
delete fec;
}
return 0;
}