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mfem/examples/euler.cpp
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// MFEM Euler Equation examples
//
// Compile with: make euler
//
// Sample runs:
//
// euler -p 1 -r 2 -o 1 -s 3
// euler -p 1 -r 1 -o 3 -s 4
// euler -p 1 -r 0 -o 5 -s 6
// euler -p 2 -r 1 -o 1 -s 3
// euler -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 <fstream>
#include <iostream>
#include <sstream>
#include "mfem.hpp"
// Classes HyperbolicConservationLaws, NumericalFlux, and FaceIntegrator
// shared between the serial and parallel version of the example.
#include "hyperbolic_conservation_laws.hpp"
// Choice for the problem setup. See InitialCondition in ex18.hpp.
int problem;
void EulerInitialCondition(const Vector &x, Vector &y);
void UpdateSystem(FiniteElementSpace &fes, FiniteElementSpace &dfes,
FiniteElementSpace &vfes, DGHyperbolicConservationLaws &euler,
GridFunction &sol, ODESolver *ode_solver);
void EulerInitialCondition(const Vector &x, Vector &y);
int main(int argc, char *argv[]) {
// 1. Parse command-line options.
problem = 2;
const double specific_heat_ratio = 1.4;
const double gas_constant = 1.0;
const char *mesh_file = "../data/periodic-square.mesh";
int IntOrderOffset = 3;
int ref_levels = 2;
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();
Vector minbox, maxbox;
mesh.GetBoundingBox(minbox, maxbox);
cout << "(" << minbox(0) << ", " << maxbox(0) << ") x (" << minbox(1) << ", " << maxbox(1) << ")" << endl;
// mesh.Transform([](const Vector &x, Vector &y) {
// y(0) = (x(0) - 0.5) * 2;
// return;
// });
// MFEM_ASSERT(dim == 2,
// "Need a two-dimensional mesh for the problem
// definition");
const int num_equations = dim + 2;
// 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.
mesh.EnsureNCMesh();
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_equations, 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_equations + 1);
for (int k = 0; k <= num_equations; 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_equations, EulerInitialCondition);
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_equations; 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.
EulerElementFormIntegrator *eulerElementFormIntegrator =
new EulerElementFormIntegrator(dim, IntOrderOffset, specific_heat_ratio,
gas_constant);
EulerFaceFormIntegrator *eulerFaceFormIntegrator =
new EulerFaceFormIntegrator(new RusanovFlux(), dim, IntOrderOffset,
specific_heat_ratio, gas_constant);
// 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).
DGHyperbolicConservationLaws euler(vfes, *eulerElementFormIntegrator,
*eulerFaceFormIntegrator, num_equations);
// 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);
// Vector zeros(mesh.GetNE());
// zeros = 0.0;
// mesh.DerefineByError(zeros, 1.0);
// mesh.UniformRefinement();
// UpdateSystem(fes, dfes, vfes, euler, sol, ode_solver);
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(vfes.GetNDofs() * num_equations);
euler.Mult(sol, z);
// faceForm.Mult(sol, z);
dt = cfl * hmin / euler.getMaxCharSpeed() / (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 / euler.getMaxCharSpeed() / (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_equations; 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;
}
void UpdateSystem(FiniteElementSpace &fes, FiniteElementSpace &dfes,
FiniteElementSpace &vfes, DGHyperbolicConservationLaws &euler,
GridFunction &sol, ODESolver *ode_solver) {
fes.Update();
dfes.Update();
vfes.Update();
sol.Update();
euler.Update();
ode_solver->Init(euler);
fes.UpdatesFinished();
dfes.UpdatesFinished();
vfes.UpdatesFinished();
}
// Initial condition
void EulerInitialCondition(const Vector &x, Vector &y) {
if (problem < 3) {
MFEM_ASSERT(x.Size() == 2, "");
const double specific_heat_ratio = 1.4;
const double gas_constant = 1.0;
double radius = 0, Minf = 0, beta = 0;
if (problem == 1) {
// "Fast vortex"
radius = 0.2;
Minf = 0.5;
beta = 1. / 5.;
} else if (problem == 2) {
// "Slow vortex"
radius = 0.2;
Minf = 0.05;
beta = 1. / 50.;
} else {
mfem_error(
"Cannot recognize problem."
"Options are: 1 - fast vortex, 2 - slow vortex");
}
const double xc = 0.0, yc = 0.0;
// Nice units
const double vel_inf = 1.;
const double den_inf = 1.;
// Derive remainder of background state from this and Minf
const double pres_inf =
(den_inf / specific_heat_ratio) * (vel_inf / Minf) * (vel_inf / Minf);
const double temp_inf = pres_inf / (den_inf * gas_constant);
double r2rad = 0.0;
r2rad += (x(0) - xc) * (x(0) - xc);
r2rad += (x(1) - yc) * (x(1) - yc);
r2rad /= (radius * radius);
const double shrinv1 = 1.0 / (specific_heat_ratio - 1.);
const double velX =
vel_inf * (1 - beta * (x(1) - yc) / radius * exp(-0.5 * r2rad));
const double velY =
vel_inf * beta * (x(0) - xc) / radius * exp(-0.5 * r2rad);
const double vel2 = velX * velX + velY * velY;
const double specific_heat = gas_constant * specific_heat_ratio * shrinv1;
const double temp = temp_inf - 0.5 * (vel_inf * beta) * (vel_inf * beta) /
specific_heat * exp(-r2rad);
const double den = den_inf * pow(temp / temp_inf, shrinv1);
const double pres = den * gas_constant * temp;
const double energy = shrinv1 * pres / den + 0.5 * vel2;
y(0) = den;
y(1) = den * velX;
y(2) = den * velY;
y(3) = den * energy;
} else if (problem == 3) {
MFEM_ASSERT(x.Size() == 2, "");
// std::cout << "2D Accuracy Test." << std::endl;
// std::cout << "domain = (-1, 1) x (-1, 1)" << std::endl;
const double density = 1.0 + 0.2 * __sinpi(x(0) + x(1));
const double velocity_x = 0.7;
const double velocity_y = 0.3;
const double pressure = 1.0;
const double energy =
pressure / (1.4 - 1.0) +
density * 0.5 * (velocity_x * velocity_x + velocity_y * velocity_y);
y(0) = density;
y(1) = density * velocity_x;
y(2) = density * velocity_y;
y(3) = energy;
} else if (problem == 4) {
MFEM_ASSERT(x.Size() == 1, "");
// std::cout << "2D Accuracy Test." << std::endl;
// std::cout << "domain = (-1, 1) x (-1, 1)" << std::endl;
const double density = 1.0 + 0.2 * __sinpi(x(0));
const double velocity_x = 1.0;
const double pressure = 1.0;
const double energy =
pressure / (1.4 - 1.0) + density * 0.5 * (velocity_x * velocity_x);
y(0) = density;
y(1) = density * velocity_x;
y(2) = energy;
} else {
mfem_error("Invalid problem.");
}
}