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ex18.cpp
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ex18.cpp
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// MFEM Example 18
//
// Compile with: make ex18
//
// Sample runs:
//
// ex18 -p 1 -r 2 -o 1 -s 3
// ex18 -p 1 -r 1 -o 3 -s 4
// ex18 -p 1 -r 0 -o 5 -s 6
// ex18 -p 2 -r 1 -o 1 -s 3
// ex18 -p 2 -r 0 -o 3 -s 3
//
// Description: This example code solves the compressible Euler system of
// equations, a model nonlinear hyperbolic PDE, with a
// discontinuous Galerkin (DG) formulation.
//
// Specifically, it solves for an exact solution of the equations
// whereby a vortex is transported by a uniform flow. Since all
// boundaries are periodic here, the method's accuracy can be
// assessed by measuring the difference between the solution and
// the initial condition at a later time when the vortex returns
// to its initial location.
//
// Note that as the order of the spatial discretization increases,
// the timestep must become smaller. This example currently uses a
// simple estimate derived by Cockburn and Shu for the 1D RKDG
// method. An additional factor can be tuned by passing the --cfl
// (or -c shorter) flag.
//
// The example demonstrates user-defined bilinear and nonlinear
// form integrators for systems of equations that are defined with
// block vectors, and how these are used with an operator for
// explicit time integrators. In this case the system also
// involves an external approximate Riemann solver for the DG
// interface flux. It also demonstrates how to use GLVis for
// in-situ visualization of vector grid functions.
//
// We recommend viewing examples 9, 14 and 17 before viewing this
// example.
#include "mfem.hpp"
#include <fstream>
#include <sstream>
#include <iostream>
// Classes FE_Evolution, RiemannSolver, and FaceIntegrator
// shared between the serial and parallel version of the example.
#include "ex18.hpp"
// Choice for the problem setup. See InitialCondition in ex18.hpp.
int problem;
// Equation constant parameters.
const int num_equation = 4;
const double specific_heat_ratio = 1.4;
const double gas_constant = 1.0;
// Maximum characteristic speed (updated by integrators)
double max_char_speed;
int main(int argc, char *argv[])
{
// 1. Parse command-line options.
problem = 1;
const char *mesh_file = "../data/periodic-square.mesh";
int ref_levels = 1;
int order = 3;
int ode_solver_type = 4;
double t_final = 2.0;
double dt = -0.01;
double cfl = 0.3;
bool visualization = true;
int vis_steps = 50;
int precision = 8;
cout.precision(precision);
OptionsParser args(argc, argv);
args.AddOption(&mesh_file, "-m", "--mesh",
"Mesh file to use.");
args.AddOption(&problem, "-p", "--problem",
"Problem setup to use. See options in velocity_function().");
args.AddOption(&ref_levels, "-r", "--refine",
"Number of times to refine the mesh uniformly.");
args.AddOption(&order, "-o", "--order",
"Order (degree) of the finite elements.");
args.AddOption(&ode_solver_type, "-s", "--ode-solver",
"ODE solver: 1 - Forward Euler,\n\t"
" 2 - RK2 SSP, 3 - RK3 SSP, 4 - RK4, 6 - RK6.");
args.AddOption(&t_final, "-tf", "--t-final",
"Final time; start time is 0.");
args.AddOption(&dt, "-dt", "--time-step",
"Time step. Positive number skips CFL timestep calculation.");
args.AddOption(&cfl, "-c", "--cfl-number",
"CFL number for timestep calculation.");
args.AddOption(&visualization, "-vis", "--visualization", "-no-vis",
"--no-visualization",
"Enable or disable GLVis visualization.");
args.AddOption(&vis_steps, "-vs", "--visualization-steps",
"Visualize every n-th timestep.");
args.Parse();
if (!args.Good())
{
args.PrintUsage(cout);
return 1;
}
args.PrintOptions(cout);
// 2. Read the mesh from the given mesh file. This example requires a 2D
// periodic mesh, such as ../data/periodic-square.mesh.
Mesh mesh(mesh_file, 1, 1);
const int dim = mesh.Dimension();
MFEM_ASSERT(dim == 2, "Need a two-dimensional mesh for the problem definition");
// 3. Define the ODE solver used for time integration. Several explicit
// Runge-Kutta methods are available.
ODESolver *ode_solver = NULL;
switch (ode_solver_type)
{
case 1: ode_solver = new ForwardEulerSolver; break;
case 2: ode_solver = new RK2Solver(1.0); break;
case 3: ode_solver = new RK3SSPSolver; break;
case 4: ode_solver = new RK4Solver; break;
case 6: ode_solver = new RK6Solver; break;
default:
cout << "Unknown ODE solver type: " << ode_solver_type << '\n';
return 3;
}
// 4. Refine the mesh to increase the resolution. In this example we do
// 'ref_levels' of uniform refinement, where 'ref_levels' is a
// command-line parameter.
for (int lev = 0; lev < ref_levels; lev++)
{
mesh.UniformRefinement();
}
// 5. Define the discontinuous DG finite element space of the given
// polynomial order on the refined mesh.
DG_FECollection fec(order, dim);
// Finite element space for a scalar (thermodynamic quantity)
FiniteElementSpace fes(&mesh, &fec);
// Finite element space for a mesh-dim vector quantity (momentum)
FiniteElementSpace dfes(&mesh, &fec, dim, Ordering::byNODES);
// Finite element space for all variables together (total thermodynamic state)
FiniteElementSpace vfes(&mesh, &fec, num_equation, Ordering::byNODES);
// This example depends on this ordering of the space.
MFEM_ASSERT(fes.GetOrdering() == Ordering::byNODES, "");
cout << "Number of unknowns: " << vfes.GetVSize() << endl;
// 6. Define the initial conditions, save the corresponding mesh and grid
// functions to a file. This can be opened with GLVis with the -gc option.
// The solution u has components {density, x-momentum, y-momentum, energy}.
// These are stored contiguously in the BlockVector u_block.
Array<int> offsets(num_equation + 1);
for (int k = 0; k <= num_equation; k++) { offsets[k] = k * vfes.GetNDofs(); }
BlockVector u_block(offsets);
// Momentum grid function on dfes for visualization.
GridFunction mom(&dfes, u_block.GetData() + offsets[1]);
// Initialize the state.
VectorFunctionCoefficient u0(num_equation, InitialCondition);
GridFunction sol(&vfes, u_block.GetData());
sol.ProjectCoefficient(u0);
// Output the initial solution.
{
ofstream mesh_ofs("vortex.mesh");
mesh_ofs.precision(precision);
mesh_ofs << mesh;
for (int k = 0; k < num_equation; k++)
{
GridFunction uk(&fes, u_block.GetBlock(k));
ostringstream sol_name;
sol_name << "vortex-" << k << "-init.gf";
ofstream sol_ofs(sol_name.str().c_str());
sol_ofs.precision(precision);
sol_ofs << uk;
}
}
// 7. Set up the nonlinear form corresponding to the DG discretization of the
// flux divergence, and assemble the corresponding mass matrix.
MixedBilinearForm Aflux(&dfes, &fes);
Aflux.AddDomainIntegrator(new TransposeIntegrator(new GradientIntegrator()));
Aflux.Assemble();
NonlinearForm A(&vfes);
RiemannSolver rsolver;
A.AddInteriorFaceIntegrator(new FaceIntegrator(rsolver, dim));
// 8. Define the time-dependent evolution operator describing the ODE
// right-hand side, and perform time-integration (looping over the time
// iterations, ti, with a time-step dt).
FE_Evolution euler(vfes, A, Aflux.SpMat());
// Visualize the density
socketstream sout;
if (visualization)
{
char vishost[] = "localhost";
int visport = 19916;
sout.open(vishost, visport);
if (!sout)
{
cout << "Unable to connect to GLVis server at "
<< vishost << ':' << visport << endl;
visualization = false;
cout << "GLVis visualization disabled.\n";
}
else
{
sout.precision(precision);
sout << "solution\n" << mesh << mom;
sout << "pause\n";
sout << flush;
cout << "GLVis visualization paused."
<< " Press space (in the GLVis window) to resume it.\n";
}
}
// Determine the minimum element size.
double hmin = 0.0;
if (cfl > 0)
{
hmin = mesh.GetElementSize(0, 1);
for (int i = 1; i < mesh.GetNE(); i++)
{
hmin = min(mesh.GetElementSize(i, 1), hmin);
}
}
// Start the timer.
tic_toc.Clear();
tic_toc.Start();
double t = 0.0;
euler.SetTime(t);
ode_solver->Init(euler);
if (cfl > 0)
{
// Find a safe dt, using a temporary vector. Calling Mult() computes the
// maximum char speed at all quadrature points on all faces.
Vector z(A.Width());
max_char_speed = 0.;
A.Mult(sol, z);
dt = cfl * hmin / max_char_speed / (2*order+1);
}
// Integrate in time.
bool done = false;
for (int ti = 0; !done; )
{
double dt_real = min(dt, t_final - t);
ode_solver->Step(sol, t, dt_real);
if (cfl > 0)
{
dt = cfl * hmin / max_char_speed / (2*order+1);
}
ti++;
done = (t >= t_final - 1e-8*dt);
if (done || ti % vis_steps == 0)
{
cout << "time step: " << ti << ", time: " << t << endl;
if (visualization)
{
sout << "solution\n" << mesh << mom << flush;
}
}
}
tic_toc.Stop();
cout << " done, " << tic_toc.RealTime() << "s." << endl;
// 9. Save the final solution. This output can be viewed later using GLVis:
// "glvis -m vortex.mesh -g vortex-1-final.gf".
for (int k = 0; k < num_equation; k++)
{
GridFunction uk(&fes, u_block.GetBlock(k));
ostringstream sol_name;
sol_name << "vortex-" << k << "-final.gf";
ofstream sol_ofs(sol_name.str().c_str());
sol_ofs.precision(precision);
sol_ofs << uk;
}
// 10. Compute the L2 solution error summed for all components.
if (t_final == 2.0)
{
const double error = sol.ComputeLpError(2, u0);
cout << "Solution error: " << error << endl;
}
// Free the used memory.
delete ode_solver;
return 0;
}