xref: /petsc/src/ts/tutorials/ex47.c (revision 2a8381b23c702518c6b1ccbeafee50b9375df0e4)

static char help[] = "Pure advection with finite elements.\n\
We solve the hyperbolic problem in a rectangular\n\
domain, using a parallel unstructured mesh (DMPLEX) to discretize it.\n\n\n";

/*
The continuity equation (https://en.wikipedia.org/wiki/Continuity_equation) for advection
(https://en.wikipedia.org/wiki/Advection) of a conserved scalar quantity phi, with source q,

  phi_t + div (phi u) = q

if used with a solenoidal velocity field u (div u = 0) is given by

  phi_t + u . grad phi = q

For a vector quantity a, we likewise have

  a_t + u . grad a = q
*/

/*
  r1: 8 SOR
  r2: 1128 SOR
  r3: > 10000 SOR

  SOR is completely unreliable as a smoother, use Jacobi
  r1: 8 MG
  r2:
*/

#include <petscdmplex.h>
#include <petscts.h>
#include <petscds.h>

typedef enum {
  PRIMITIVE,
  INT_BY_PARTS
} WeakFormType;

typedef struct {
  WeakFormType formType;
} AppCtx;

/* MMS1:

  2D:
  u   = <1, 1>
  phi = x + y - 2t

  phi_t + u . grad phi = -2 + <1, 1> . <1, 1> = 0

  3D:
  u   = <1, 1, 1>
  phi = x + y + z - 3t

  phi_t + u . grad phi = -3 + <1, 1, 1> . <1, 1, 1> = 0
*/

static PetscErrorCode analytic_phi(PetscInt dim, PetscReal time, const PetscReal x[], PetscInt Nf, PetscScalar *u, PetscCtx ctx)
{
  PetscInt d;

  *u = -dim * time;
  for (d = 0; d < dim; ++d) *u += x[d];
  return PETSC_SUCCESS;
}

static PetscErrorCode velocity(PetscInt dim, PetscReal time, const PetscReal x[], PetscInt Nf, PetscScalar *u, PetscCtx ctx)
{
  PetscInt d;
  for (d = 0; d < dim; ++d) u[d] = 1.0;
  return PETSC_SUCCESS;
}

/* <psi, phi_t> + <psi, u . grad phi> */
static void f0_prim_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar f0[])
{
  PetscInt d;

  f0[0] = u_t[0];
  for (d = 0; d < dim; ++d) f0[0] += a[d] * u_x[d];
}

/* <psi, phi_t> */
static void f0_ibp_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar f0[])
{
  f0[0] = u_t[0];
}

/* <grad psi, u phi> */
static void f1_ibp_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar f1[])
{
  PetscInt d;
  for (d = 0; d < dim; ++d) f1[d] = a[d] * u[0];
}

/* <psi, phi_t> */
static void g0_prim_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, PetscReal u_tShift, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar g0[])
{
  g0[0] = u_tShift * 1.0;
}

/* <psi, u . grad phi> */
static void g1_prim_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, PetscReal u_tShift, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar g1[])
{
  PetscInt d;
  for (d = 0; d < dim; ++d) g1[d] = a[d];
}

/* <grad psi, u phi> */
static void g2_ibp_phi(PetscInt dim, PetscInt Nf, PetscInt NfAux, const PetscInt uOff[], const PetscInt uOff_x[], const PetscScalar u[], const PetscScalar u_t[], const PetscScalar u_x[], const PetscInt aOff[], const PetscInt aOff_x[], const PetscScalar a[], const PetscScalar a_t[], const PetscScalar a_x[], PetscReal t, PetscReal u_tShift, const PetscReal x[], PetscInt numConstants, const PetscScalar constants[], PetscScalar g2[])
{
  PetscInt d;
  for (d = 0; d < dim; ++d) g2[d] = a[d];
}

static PetscErrorCode ProcessOptions(MPI_Comm comm, AppCtx *options)
{
  const char *formTypes[2] = {"primitive", "int_by_parts"};
  PetscInt    form;

  PetscFunctionBeginUser;
  options->formType = PRIMITIVE;
  PetscOptionsBegin(comm, "", "Advection Equation Options", "DMPLEX");
  form = options->formType;
  PetscCall(PetscOptionsEList("-form_type", "The weak form type", "ex47.c", formTypes, 2, formTypes[options->formType], &form, NULL));
  options->formType = (WeakFormType)form;
  PetscOptionsEnd();
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode CreateMesh(MPI_Comm comm, DM *dm, AppCtx *ctx)
{
  PetscFunctionBeginUser;
  PetscCall(DMCreate(comm, dm));
  PetscCall(DMSetType(*dm, DMPLEX));
  PetscCall(DMSetFromOptions(*dm));
  PetscCall(DMViewFromOptions(*dm, NULL, "-dm_view"));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SetupProblem(DM dm, AppCtx *ctx)
{
  PetscDS        ds;
  DMLabel        label;
  const PetscInt id = 1;

  PetscFunctionBeginUser;
  PetscCall(DMGetDS(dm, &ds));
  switch (ctx->formType) {
  case PRIMITIVE:
    PetscCall(PetscDSSetResidual(ds, 0, f0_prim_phi, NULL));
    PetscCall(PetscDSSetJacobian(ds, 0, 0, g0_prim_phi, g1_prim_phi, NULL, NULL));
    break;
  case INT_BY_PARTS:
    PetscCall(PetscDSSetResidual(ds, 0, f0_ibp_phi, f1_ibp_phi));
    PetscCall(PetscDSSetJacobian(ds, 0, 0, g0_prim_phi, NULL, g2_ibp_phi, NULL));
    break;
  }
  PetscCall(PetscDSSetExactSolution(ds, 0, analytic_phi, ctx));
  PetscCall(DMGetLabel(dm, "marker", &label));
  PetscCall(DMAddBoundary(dm, DM_BC_ESSENTIAL, "wall", label, 1, &id, 0, 0, NULL, (PetscVoidFn *)analytic_phi, NULL, ctx, NULL));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SetupVelocity(DM dm, DM dmAux, AppCtx *user)
{
  PetscSimplePointFn *funcs[1] = {velocity};
  Vec                 v;

  PetscFunctionBeginUser;
  PetscCall(DMCreateLocalVector(dmAux, &v));
  PetscCall(DMProjectFunctionLocal(dmAux, 0.0, funcs, NULL, INSERT_ALL_VALUES, v));
  PetscCall(DMSetAuxiliaryVec(dm, NULL, 0, 0, v));
  PetscCall(VecDestroy(&v));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SetupAuxDM(DM dm, PetscFE feAux, AppCtx *user)
{
  DM dmAux, coordDM;

  PetscFunctionBeginUser;
  /* MUST call DMGetCoordinateDM() in order to get p4est setup if present */
  PetscCall(DMGetCoordinateDM(dm, &coordDM));
  if (!feAux) PetscFunctionReturn(PETSC_SUCCESS);
  PetscCall(DMClone(dm, &dmAux));
  PetscCall(DMSetCoordinateDM(dmAux, coordDM));
  PetscCall(DMSetField(dmAux, 0, NULL, (PetscObject)feAux));
  PetscCall(DMCreateDS(dmAux));
  PetscCall(SetupVelocity(dm, dmAux, user));
  PetscCall(DMDestroy(&dmAux));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode SetupDiscretization(DM dm, AppCtx *ctx)
{
  DM        cdm = dm;
  PetscFE   fe, feAux;
  MPI_Comm  comm;
  PetscInt  dim;
  PetscBool simplex;

  PetscFunctionBeginUser;
  PetscCall(DMGetDimension(dm, &dim));
  PetscCall(DMPlexIsSimplex(dm, &simplex));
  PetscCall(PetscObjectGetComm((PetscObject)dm, &comm));
  PetscCall(PetscFECreateDefault(comm, dim, 1, simplex, "phi_", -1, &fe));
  PetscCall(PetscObjectSetName((PetscObject)fe, "phi"));
  PetscCall(PetscFECreateDefault(comm, dim, dim, simplex, "vel_", -1, &feAux));
  PetscCall(PetscFECopyQuadrature(fe, feAux));
  PetscCall(DMSetField(dm, 0, NULL, (PetscObject)fe));
  PetscCall(DMCreateDS(dm));
  PetscCall(SetupProblem(dm, ctx));
  while (cdm) {
    PetscCall(SetupAuxDM(cdm, feAux, ctx));
    PetscCall(DMCopyDisc(dm, cdm));
    PetscCall(DMGetCoarseDM(cdm, &cdm));
  }
  PetscCall(PetscFEDestroy(&fe));
  PetscCall(PetscFEDestroy(&feAux));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode MonitorError(KSP ksp, PetscInt it, PetscReal rnorm, PetscCtx ctx)
{
  DM                  dm;
  PetscDS             ds;
  PetscSimplePointFn *func[1];
  void               *ctxs[1];
  Vec                 u, r, error;
  PetscReal           time = 0.5, res;

  PetscFunctionBeginUser;
  PetscCall(KSPGetDM(ksp, &dm));
  PetscCall(DMSetOutputSequenceNumber(dm, it, time));
  /* Calculate residual */
  PetscCall(KSPBuildResidual(ksp, NULL, NULL, &r));
  PetscCall(VecNorm(r, NORM_2, &res));
  PetscCall(DMSetOutputSequenceNumber(dm, it, res));
  PetscCall(PetscObjectSetName((PetscObject)r, "residual"));
  PetscCall(VecViewFromOptions(r, NULL, "-res_vec_view"));
  PetscCall(VecDestroy(&r));
  /* Calculate error */
  PetscCall(DMGetDS(dm, &ds));
  PetscCall(PetscDSGetExactSolution(ds, 0, &func[0], &ctxs[0]));
  PetscCall(KSPBuildSolution(ksp, NULL, &u));
  PetscCall(DMGetGlobalVector(dm, &error));
  PetscCall(DMProjectFunction(dm, time, func, ctxs, INSERT_ALL_VALUES, error));
  PetscCall(VecAXPY(error, -1.0, u));
  PetscCall(PetscObjectSetName((PetscObject)error, "error"));
  PetscCall(VecViewFromOptions(error, NULL, "-err_vec_view"));
  PetscCall(DMRestoreGlobalVector(dm, &error));
  PetscFunctionReturn(PETSC_SUCCESS);
}

static PetscErrorCode MyTSMonitorError(TS ts, PetscInt step, PetscReal crtime, Vec u, PetscCtx ctx)
{
  DM                  dm;
  PetscDS             ds;
  PetscSimplePointFn *func[1];
  void               *ctxs[1];
  PetscReal           error;

  PetscFunctionBeginUser;
  PetscCall(TSGetDM(ts, &dm));
  PetscCall(DMGetDS(dm, &ds));
  PetscCall(PetscDSGetExactSolution(ds, 0, &func[0], &ctxs[0]));
  PetscCall(DMComputeL2Diff(dm, crtime, func, ctxs, u, &error));
  PetscCall(PetscPrintf(PETSC_COMM_WORLD, "Timestep: %04d time = %-8.4g \t L_2 Error: %2.5g\n", (int)step, (double)crtime, (double)error));
  PetscFunctionReturn(PETSC_SUCCESS);
}

int main(int argc, char **argv)
{
  AppCtx    ctx;
  DM        dm;
  TS        ts;
  Vec       u, r;
  PetscReal t = 0.0;

  PetscFunctionBeginUser;
  PetscCall(PetscInitialize(&argc, &argv, NULL, help));
  PetscCall(ProcessOptions(PETSC_COMM_WORLD, &ctx));
  PetscCall(CreateMesh(PETSC_COMM_WORLD, &dm, &ctx));
  PetscCall(DMSetApplicationContext(dm, &ctx));
  PetscCall(SetupDiscretization(dm, &ctx));

  PetscCall(DMCreateGlobalVector(dm, &u));
  PetscCall(PetscObjectSetName((PetscObject)u, "phi"));
  PetscCall(VecDuplicate(u, &r));

  PetscCall(TSCreate(PETSC_COMM_WORLD, &ts));
  PetscCall(TSMonitorSet(ts, MyTSMonitorError, &ctx, NULL));
  PetscCall(TSSetDM(ts, dm));
  PetscCall(DMTSSetBoundaryLocal(dm, DMPlexTSComputeBoundary, &ctx));
  PetscCall(DMTSSetIFunctionLocal(dm, DMPlexTSComputeIFunctionFEM, &ctx));
  PetscCall(DMTSSetIJacobianLocal(dm, DMPlexTSComputeIJacobianFEM, &ctx));
  PetscCall(TSSetExactFinalTime(ts, TS_EXACTFINALTIME_STEPOVER));
  PetscCall(TSSetFromOptions(ts));

  {
    PetscDS             ds;
    PetscSimplePointFn *func[1];
    void               *ctxs[1];

    PetscCall(DMGetDS(dm, &ds));
    PetscCall(PetscDSGetExactSolution(ds, 0, &func[0], &ctxs[0]));
    PetscCall(DMProjectFunction(dm, t, func, ctxs, INSERT_ALL_VALUES, u));
  }
  {
    SNES snes;
    KSP  ksp;

    PetscCall(TSGetSNES(ts, &snes));
    PetscCall(SNESGetKSP(snes, &ksp));
    PetscCall(KSPMonitorSet(ksp, MonitorError, &ctx, NULL));
  }
  PetscCall(TSSolve(ts, u));
  PetscCall(VecViewFromOptions(u, NULL, "-sol_vec_view"));

  PetscCall(VecDestroy(&u));
  PetscCall(VecDestroy(&r));
  PetscCall(TSDestroy(&ts));
  PetscCall(DMDestroy(&dm));
  PetscCall(PetscFinalize());
  return 0;
}

/*TEST

  # Full solves
  test:
    suffix: 2d_p1p1_r1
    requires: triangle
    args: -dm_refine 1 -phi_petscspace_degree 1 -vel_petscspace_degree 1 -ts_type beuler -ts_max_steps 10 -ts_time_step 0.1 -pc_type lu -snes_monitor_short -snes_converged_reason -ts_monitor

  test:
    suffix: 2d_p1p1_sor_r1
    requires: triangle !single
    args: -dm_refine 1 -phi_petscspace_degree 1 -vel_petscspace_degree 1 -ts_type beuler -ts_max_steps 10 -ts_time_step 0.1 -ksp_rtol 1.0e-9 -pc_type sor -snes_monitor_short -snes_converged_reason -ksp_monitor_short -ts_monitor

  test:
    suffix: 2d_p1p1_mg_r1
    requires: triangle !single
    args: -dm_refine_hierarchy 1 -phi_petscspace_degree 1 -vel_petscspace_degree 1 -ts_type beuler -ts_max_steps 10 -ts_time_step 0.1 -ksp_type fgmres -ksp_rtol 1.0e-9 -pc_type mg -pc_mg_levels 2 -snes_monitor_short -snes_converged_reason -snes_view -ksp_monitor_true_residual -ts_monitor

TEST*/