feat(mean_field): added initial implementation

note this implementation lacks many tests
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2026-07-15 09:44:43 -04:00
commit 9bc4f2758a
49 changed files with 171811 additions and 0 deletions

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module;
#include <mfem.hpp>
module mean_field;
import :mapping.coefficients;
namespace mean_field::analysis {
double domain_integrate_grid_function(const fem::FEM &fem, const mfem::GridFunction &gf, utils::DOMAINS domain, mapping::COORDINATE_SPACE coord_space) {
mfem::LinearForm lf(fem.H1_fes.get());
mfem::GridFunctionCoefficient gf_c(&gf);
double local_integral;
mfem::Array<int> elem_markers;
populate_element_mask(fem.mesh.get(), domain, elem_markers);
if (fem.has_mapping() && coord_space == mapping::COORDINATE_SPACE::PHYSICAL) {
mapping::MappedScalarCoefficient mapped_gf_c(*fem.mapping, gf_c);
// ReSharper disable once CppDFAMemoryLeak // Disabled because MFEM takes ownership so memory is not leaked
auto *lf_integrator = new mfem::DomainLFIntegrator(mapped_gf_c);
lf_integrator->SetIntRule(fem.int_rule.get());
lf.AddDomainIntegrator(lf_integrator, elem_markers);
lf.Assemble();
local_integral = lf.Sum();
} else {
if (coord_space == mapping::COORDINATE_SPACE::PHYSICAL) {
MFEM_ABORT(
"Physical evaluation mode requested but no mapping provided. Check domain bounds and mapping setup.");
}
lf.AddDomainIntegrator(new mfem::DomainLFIntegrator(gf_c), elem_markers);
lf.Assemble();
local_integral = lf.Sum();
}
double global_integral = 0.0;
MPI_Allreduce(&local_integral, &global_integral, 1, MPI_DOUBLE, MPI_SUM, fem.H1_fes->GetComm());
return global_integral;
}
mfem::Vector get_com(const fem::FEM &fem, const mfem::GridFunction &rho) {
const int dim = fem.mesh->Dimension();
mfem::Vector local_com(dim);
local_com = 0.0;
double local_mass = 0.0;
for (int i = 0; i < fem.H1_fes->GetNE(); ++i) {
if (fem.mesh->GetAttribute(i) == 3) continue;
mfem::ElementTransformation *trans = fem.H1_fes->GetElementTransformation(i);
const mfem::IntegrationRule &ir = *fem.int_rule;
for (int j = 0; j < ir.GetNPoints(); ++j) {
const mfem::IntegrationPoint &ip = ir.IntPoint(j);
trans->SetIntPoint(&ip);
double weight = trans->Weight() * ip.weight;
if (fem.has_mapping()) {
weight *= fem.mapping->ComputeDetJ(*trans, ip);
}
double rho_val = rho.GetValue(i, ip);
mfem::Vector phys_point(dim);
if (fem.has_mapping()) {
fem.mapping->GetPhysicalPoint(*trans, ip, phys_point);
} else {
trans->Transform(ip, phys_point);
}
const double mass_term = rho_val * weight;
local_mass += mass_term;
for (int d = 0; d < dim; ++d) {
local_com(d) += phys_point(d) * mass_term;
}
}
}
double global_mass = 0.0;
mfem::Vector global_com(dim);
MPI_Comm comm = fem.H1_fes->GetComm();
MPI_Allreduce(&local_mass, &global_mass, 1, MPI_DOUBLE, MPI_SUM, comm);
MPI_Allreduce(local_com.GetData(), global_com.GetData(), dim, MPI_DOUBLE, MPI_SUM, comm);
if (global_mass > 1e-18) {
global_com /= global_mass;
} else {
global_com = 0.0;
}
return global_com;
}
void conserve_mass(const fem::FEM &fem, mfem::GridFunction &rho, const double target_mass) {
if (const double current_mass = domain_integrate_grid_function(fem, rho, utils::DOMAINS::STELLAR); current_mass > 1e-15)
rho *= (target_mass / current_mass);
}
double get_moment_of_inertia(const fem::FEM &fem, const mfem::GridFunction &rho) {
auto s2_func = [](const mfem::Vector &x) {
return std::pow(x(0), 2) + std::pow(x(1), 2);
};
std::unique_ptr<mfem::Coefficient> s2_coeff;
if (fem.has_mapping()) {
s2_coeff = std::make_unique<mapping::PhysicalPositionFunctionCoefficient>(*fem.mapping, s2_func);
} else {
s2_coeff = std::make_unique<mfem::FunctionCoefficient>(s2_func);
}
mfem::GridFunctionCoefficient rho_coeff(&rho);
mfem::ProductCoefficient I_integrand(rho_coeff, *s2_coeff);
mfem::LinearForm I_lf(fem.H1_fes.get());
double I = 0.0;
// TODO: Need to filter here to just the stellar domain and also update the IntRule
if (fem.has_mapping()) {
mapping::MappedScalarCoefficient mapped_integrand(*fem.mapping, I_integrand);
I_lf.AddDomainIntegrator(new mfem::DomainLFIntegrator(mapped_integrand));
I_lf.Assemble();
I = I_lf.Sum();
} else {
I_lf.AddDomainIntegrator(new mfem::DomainLFIntegrator(I_integrand));
I_lf.Assemble();
I = I_lf.Sum();
}
return I;
}
double get_mesh_volume(
const fem::FEM& fem,
const mapping::COORDINATE_SPACE coordinate_space,
const utils::DOMAINS domain
) {
mfem::ParMesh &mesh = *fem.mesh;
const mapping::DomainMapper &map = *fem.mapping;
const mfem::IntegrationRule &ir = *fem.int_rule;
const bool physical =
(coordinate_space == mapping::COORDINATE_SPACE::PHYSICAL);
double local_volume = 0.0;
for (int e = 0; e < mesh.GetNE(); ++e) {
const int attr = mesh.GetAttribute(e);
switch (domain) {
case utils::DOMAINS::ALL:
break;
case utils::DOMAINS::STELLAR:
if (attr == 3) continue;
break;
case utils::DOMAINS::VACUUM:
if (attr != 3) continue;
break;
default:
MFEM_ABORT("Unsupported domain type for volume computation.");
}
mfem::ElementTransformation *T = mesh.GetElementTransformation(e);
for (int q = 0; q < ir.GetNPoints(); ++q) {
const mfem::IntegrationPoint &ip = ir.IntPoint(q);
T->SetIntPoint(&ip);
double dV = ip.weight * T->Weight();
if (physical) {
dV *= std::fabs(map.ComputeDetJ(*T, ip));
}
local_volume += dV;
}
}
double global_volume = 0.0;
MPI_Allreduce(&local_volume, &global_volume, 1, MPI_DOUBLE, MPI_SUM,
mesh.GetComm());
return global_volume;
}
}