xref: /petsc/src/ts/tutorials/advection-diffusion-reaction/ex6.c (revision 4e8208cbcbc709572b8abe32f33c78b69c819375)

static char help[] = "Model Equations for Advection \n";

/*
    Modified from ex3.c
    Page 9, Section 1.2 Model Equations for Advection-Diffusion

          u_t + a u_x = 0, 0<= x <= 1.0

   The initial conditions used here different from the book.

   Example:
     ./ex6 -ts_monitor -ts_view_solution -ts_max_steps 100 -ts_monitor_solution draw -draw_pause .1
     ./ex6 -ts_monitor -ts_max_steps 100 -ts_monitor_lg_error -draw_pause .1
*/

#include <petscts.h>
#include <petscdm.h>
#include <petscdmda.h>

/*
   User-defined application context - contains data needed by the
   application-provided call-back routines.
*/
typedef struct {
  PetscReal a; /* advection strength */
} AppCtx;

/* User-defined routines */
extern PetscErrorCode InitialConditions(TS, Vec, AppCtx *);
extern PetscErrorCode Solution(TS, PetscReal, Vec, AppCtx *);
extern PetscErrorCode IFunction_LaxFriedrichs(TS, PetscReal, Vec, Vec, Vec, void *);
extern PetscErrorCode IFunction_LaxWendroff(TS, PetscReal, Vec, Vec, Vec, void *);

int main(int argc, char **argv)
{
  AppCtx      appctx; /* user-defined application context */
  TS          ts;     /* timestepping context */
  Vec         U;      /* approximate solution vector */
  PetscReal   dt;
  DM          da;
  PetscInt    M;
  PetscMPIInt rank;
  PetscBool   useLaxWendroff = PETSC_TRUE;

  /* Initialize program and set problem parameters */
  PetscFunctionBeginUser;
  PetscCall(PetscInitialize(&argc, &argv, NULL, help));
  PetscCallMPI(MPI_Comm_rank(PETSC_COMM_WORLD, &rank));

  appctx.a = -1.0;
  PetscCall(PetscOptionsGetReal(NULL, NULL, "-a", &appctx.a, NULL));

  PetscCall(DMDACreate1d(PETSC_COMM_WORLD, DM_BOUNDARY_PERIODIC, 60, 1, 1, NULL, &da));
  PetscCall(DMSetFromOptions(da));
  PetscCall(DMSetUp(da));

  /* Create vector data structures for approximate and exact solutions */
  PetscCall(DMCreateGlobalVector(da, &U));

  /* Create timestepping solver context */
  PetscCall(TSCreate(PETSC_COMM_WORLD, &ts));
  PetscCall(TSSetDM(ts, da));

  /* Function evaluation */
  PetscCall(PetscOptionsGetBool(NULL, NULL, "-useLaxWendroff", &useLaxWendroff, NULL));
  if (useLaxWendroff) {
    if (rank == 0) PetscCall(PetscPrintf(PETSC_COMM_SELF, "... Use Lax-Wendroff finite volume\n"));
    PetscCall(TSSetIFunction(ts, NULL, IFunction_LaxWendroff, &appctx));
  } else {
    if (rank == 0) PetscCall(PetscPrintf(PETSC_COMM_SELF, "... Use Lax-LaxFriedrichs finite difference\n"));
    PetscCall(TSSetIFunction(ts, NULL, IFunction_LaxFriedrichs, &appctx));
  }

  /* Customize timestepping solver */
  PetscCall(DMDAGetInfo(da, PETSC_IGNORE, &M, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0));
  dt = 1.0 / (PetscAbsReal(appctx.a) * M);
  PetscCall(TSSetTimeStep(ts, dt));
  PetscCall(TSSetMaxSteps(ts, 100));
  PetscCall(TSSetMaxTime(ts, 100.0));
  PetscCall(TSSetExactFinalTime(ts, TS_EXACTFINALTIME_STEPOVER));
  PetscCall(TSSetType(ts, TSBEULER));
  PetscCall(TSSetFromOptions(ts));

  /* Evaluate initial conditions */
  PetscCall(InitialConditions(ts, U, &appctx));

  /* For testing accuracy of TS with already known solution, e.g., '-ts_monitor_lg_error' */
  PetscCall(TSSetSolutionFunction(ts, (PetscErrorCode (*)(TS, PetscReal, Vec, void *))Solution, &appctx));

  /* Run the timestepping solver */
  PetscCall(TSSolve(ts, U));

  /* Free work space */
  PetscCall(TSDestroy(&ts));
  PetscCall(VecDestroy(&U));
  PetscCall(DMDestroy(&da));

  PetscCall(PetscFinalize());
  return 0;
}
/* --------------------------------------------------------------------- */
/*
   InitialConditions - Computes the solution at the initial time.

   Input Parameter:
   u - uninitialized solution vector (global)
   appctx - user-defined application context

   Output Parameter:
   u - vector with solution at initial time (global)
*/
PetscErrorCode InitialConditions(TS ts, Vec U, AppCtx *appctx)
{
  PetscScalar *u;
  PetscInt     i, mstart, mend, um, M;
  DM           da;
  PetscReal    h;

  PetscFunctionBeginUser;
  PetscCall(TSGetDM(ts, &da));
  PetscCall(DMDAGetCorners(da, &mstart, 0, 0, &um, 0, 0));
  PetscCall(DMDAGetInfo(da, PETSC_IGNORE, &M, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0));
  h    = 1.0 / M;
  mend = mstart + um;
  /*
    Get a pointer to vector data.
    - For default PETSc vectors, VecGetArray() returns a pointer to
      the data array.  Otherwise, the routine is implementation dependent.
    - You MUST call VecRestoreArray() when you no longer need access to
      the array.
    - Note that the Fortran interface to VecGetArray() differs from the
      C version.  See the users manual for details.
  */
  PetscCall(DMDAVecGetArray(da, U, &u));

  /*
     We initialize the solution array by simply writing the solution
     directly into the array locations.  Alternatively, we could use
     VecSetValues() or VecSetValuesLocal().
  */
  for (i = mstart; i < mend; i++) u[i] = PetscSinReal(PETSC_PI * i * 6. * h) + 3. * PetscSinReal(PETSC_PI * i * 2. * h);

  /* Restore vector */
  PetscCall(DMDAVecRestoreArray(da, U, &u));
  PetscFunctionReturn(PETSC_SUCCESS);
}
/* --------------------------------------------------------------------- */
/*
   Solution - Computes the exact solution at a given time

   Input Parameters:
   t - current time
   solution - vector in which exact solution will be computed
   appctx - user-defined application context

   Output Parameter:
   solution - vector with the newly computed exact solution
              u(x,t) = sin(6*PI*(x - a*t)) + 3 * sin(2*PI*(x - a*t))
*/
PetscErrorCode Solution(TS ts, PetscReal t, Vec U, AppCtx *appctx)
{
  PetscScalar *u;
  PetscReal    a = appctx->a, h, PI6, PI2;
  PetscInt     i, mstart, mend, um, M;
  DM           da;

  PetscFunctionBeginUser;
  PetscCall(TSGetDM(ts, &da));
  PetscCall(DMDAGetCorners(da, &mstart, 0, 0, &um, 0, 0));
  PetscCall(DMDAGetInfo(da, PETSC_IGNORE, &M, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0));
  h    = 1.0 / M;
  mend = mstart + um;

  /* Get a pointer to vector data. */
  PetscCall(DMDAVecGetArray(da, U, &u));

  /* u[i] = sin(6*PI*(x[i] - a*t)) + 3 * sin(2*PI*(x[i] - a*t)) */
  PI6 = PETSC_PI * 6.;
  PI2 = PETSC_PI * 2.;
  for (i = mstart; i < mend; i++) u[i] = PetscSinReal(PI6 * (i * h - a * t)) + 3. * PetscSinReal(PI2 * (i * h - a * t));

  /* Restore vector */
  PetscCall(DMDAVecRestoreArray(da, U, &u));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/* --------------------------------------------------------------------- */
/*
 Use Lax-Friedrichs method to evaluate F(u,t) = du/dt + a *  du/dx

 See https://en.wikipedia.org/wiki/Lax%E2%80%93Friedrichs_method
 */
PetscErrorCode IFunction_LaxFriedrichs(TS ts, PetscReal t, Vec U, Vec Udot, Vec F, PetscCtx ctx)
{
  AppCtx      *appctx = (AppCtx *)ctx;
  PetscInt     mstart, mend, M, i, um;
  DM           da;
  Vec          Uold, localUold;
  PetscScalar *uarray, *f, *uoldarray, h, uave, c;
  PetscReal    dt;

  PetscFunctionBegin;
  PetscCall(TSGetTimeStep(ts, &dt));
  PetscCall(TSGetSolution(ts, &Uold));

  PetscCall(TSGetDM(ts, &da));
  PetscCall(DMDAGetInfo(da, 0, &M, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0));
  PetscCall(DMDAGetCorners(da, &mstart, 0, 0, &um, 0, 0));
  h    = 1.0 / M;
  mend = mstart + um;
  /* printf(" mstart %d, um %d\n",mstart,um); */

  PetscCall(DMGetLocalVector(da, &localUold));
  PetscCall(DMGlobalToLocalBegin(da, Uold, INSERT_VALUES, localUold));
  PetscCall(DMGlobalToLocalEnd(da, Uold, INSERT_VALUES, localUold));

  /* Get pointers to vector data */
  PetscCall(DMDAVecGetArrayRead(da, U, &uarray));
  PetscCall(DMDAVecGetArrayRead(da, localUold, &uoldarray));
  PetscCall(DMDAVecGetArray(da, F, &f));

  /* advection */
  c = appctx->a * dt / h; /* Courant-Friedrichs-Lewy number (CFL number) */

  for (i = mstart; i < mend; i++) {
    uave = 0.5 * (uoldarray[i - 1] + uoldarray[i + 1]);
    f[i] = uarray[i] - uave + c * 0.5 * (uoldarray[i + 1] - uoldarray[i - 1]);
  }

  /* Restore vectors */
  PetscCall(DMDAVecRestoreArrayRead(da, U, &uarray));
  PetscCall(DMDAVecRestoreArrayRead(da, localUold, &uoldarray));
  PetscCall(DMDAVecRestoreArray(da, F, &f));
  PetscCall(DMRestoreLocalVector(da, &localUold));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*
 Use Lax-Wendroff method to evaluate F(u,t) = du/dt + a *  du/dx
*/
PetscErrorCode IFunction_LaxWendroff(TS ts, PetscReal t, Vec U, Vec Udot, Vec F, PetscCtx ctx)
{
  AppCtx      *appctx = (AppCtx *)ctx;
  PetscInt     mstart, mend, M, i, um;
  DM           da;
  Vec          Uold, localUold;
  PetscScalar *uarray, *f, *uoldarray, h, RFlux, LFlux, lambda;
  PetscReal    dt, a;

  PetscFunctionBegin;
  PetscCall(TSGetTimeStep(ts, &dt));
  PetscCall(TSGetSolution(ts, &Uold));

  PetscCall(TSGetDM(ts, &da));
  PetscCall(DMDAGetInfo(da, 0, &M, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0));
  PetscCall(DMDAGetCorners(da, &mstart, 0, 0, &um, 0, 0));
  h    = 1.0 / M;
  mend = mstart + um;
  /* printf(" mstart %d, um %d\n",mstart,um); */

  PetscCall(DMGetLocalVector(da, &localUold));
  PetscCall(DMGlobalToLocalBegin(da, Uold, INSERT_VALUES, localUold));
  PetscCall(DMGlobalToLocalEnd(da, Uold, INSERT_VALUES, localUold));

  /* Get pointers to vector data */
  PetscCall(DMDAVecGetArrayRead(da, U, &uarray));
  PetscCall(DMDAVecGetArrayRead(da, localUold, &uoldarray));
  PetscCall(DMDAVecGetArray(da, F, &f));

  /* advection -- finite volume (appctx->a < 0 -- can be relaxed?) */
  lambda = dt / h;
  a      = appctx->a;

  for (i = mstart; i < mend; i++) {
    RFlux = 0.5 * a * (uoldarray[i + 1] + uoldarray[i]) - a * a * 0.5 * lambda * (uoldarray[i + 1] - uoldarray[i]);
    LFlux = 0.5 * a * (uoldarray[i - 1] + uoldarray[i]) - a * a * 0.5 * lambda * (uoldarray[i] - uoldarray[i - 1]);
    f[i]  = uarray[i] - uoldarray[i] + lambda * (RFlux - LFlux);
  }

  /* Restore vectors */
  PetscCall(DMDAVecRestoreArrayRead(da, U, &uarray));
  PetscCall(DMDAVecRestoreArrayRead(da, localUold, &uoldarray));
  PetscCall(DMDAVecRestoreArray(da, F, &f));
  PetscCall(DMRestoreLocalVector(da, &localUold));
  PetscFunctionReturn(PETSC_SUCCESS);
}

/*TEST

   test:
      args: -ts_max_steps 10 -ts_monitor

   test:
      suffix: 2
      nsize: 3
      args: -ts_max_steps 10 -ts_monitor
      output_file: output/ex6_1.out

   test:
      suffix: 3
      args: -ts_max_steps 10 -ts_monitor -useLaxWendroff false

   test:
      suffix: 4
      nsize: 3
      args: -ts_max_steps 10 -ts_monitor -useLaxWendroff false
      output_file: output/ex6_3.out

TEST*/