xref: /petsc/src/ts/tutorials/ex41.c (revision b122ec5aa1bd4469eb4e0673542fb7de3f411254)
1c4762a1bSJed Brown static char help[] = "Parallel bouncing ball example to test TS event feature.\n";
2c4762a1bSJed Brown 
3c4762a1bSJed Brown /*
4c4762a1bSJed Brown   The dynamics of the bouncing ball is described by the ODE
5c4762a1bSJed Brown                   u1_t = u2
6c4762a1bSJed Brown                   u2_t = -9.8
7c4762a1bSJed Brown 
8c4762a1bSJed Brown   Each processor is assigned one ball.
9c4762a1bSJed Brown 
10c4762a1bSJed Brown   The event function routine checks for the ball hitting the
11c4762a1bSJed Brown   ground (u1 = 0). Every time the ball hits the ground, its velocity u2 is attenuated by
12c4762a1bSJed Brown   a factor of 0.9 and its height set to 1.0*rank.
13c4762a1bSJed Brown */
14c4762a1bSJed Brown 
15c4762a1bSJed Brown #include <petscts.h>
16c4762a1bSJed Brown 
17c4762a1bSJed Brown PetscErrorCode EventFunction(TS ts,PetscReal t,Vec U,PetscScalar *fvalue,void *ctx)
18c4762a1bSJed Brown {
19c4762a1bSJed Brown   const PetscScalar *u;
20c4762a1bSJed Brown 
21c4762a1bSJed Brown   PetscFunctionBegin;
22c4762a1bSJed Brown   /* Event for ball height */
235f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(U,&u));
24c4762a1bSJed Brown   fvalue[0] = u[0];
255f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(U,&u));
26c4762a1bSJed Brown   PetscFunctionReturn(0);
27c4762a1bSJed Brown }
28c4762a1bSJed Brown 
29c4762a1bSJed Brown PetscErrorCode PostEventFunction(TS ts,PetscInt nevents,PetscInt event_list[],PetscReal t,Vec U,PetscBool forwardsolve,void* ctx)
30c4762a1bSJed Brown {
31c4762a1bSJed Brown   PetscScalar    *u;
32c4762a1bSJed Brown   PetscMPIInt    rank;
33c4762a1bSJed Brown 
34c4762a1bSJed Brown   PetscFunctionBegin;
355f80ce2aSJacob Faibussowitsch   CHKERRMPI(MPI_Comm_rank(PETSC_COMM_WORLD,&rank));
36c4762a1bSJed Brown   if (nevents) {
375f80ce2aSJacob Faibussowitsch     CHKERRQ(PetscPrintf(PETSC_COMM_SELF,"Ball hit the ground at t = %5.2f seconds -> Processor[%d]\n",(double)t,rank));
38c4762a1bSJed Brown     /* Set new initial conditions with .9 attenuation */
395f80ce2aSJacob Faibussowitsch     CHKERRQ(VecGetArray(U,&u));
40c4762a1bSJed Brown     u[0] =  1.0*rank;
41c4762a1bSJed Brown     u[1] = -0.9*u[1];
425f80ce2aSJacob Faibussowitsch     CHKERRQ(VecRestoreArray(U,&u));
43c4762a1bSJed Brown   }
44c4762a1bSJed Brown   PetscFunctionReturn(0);
45c4762a1bSJed Brown }
46c4762a1bSJed Brown 
47c4762a1bSJed Brown /*
48c4762a1bSJed Brown      Defines the ODE passed to the ODE solver in explicit form: U_t = F(U)
49c4762a1bSJed Brown */
50c4762a1bSJed Brown static PetscErrorCode RHSFunction(TS ts,PetscReal t,Vec U,Vec F,void *ctx)
51c4762a1bSJed Brown {
52c4762a1bSJed Brown   PetscScalar       *f;
53c4762a1bSJed Brown   const PetscScalar *u;
54c4762a1bSJed Brown 
55c4762a1bSJed Brown   PetscFunctionBegin;
56c4762a1bSJed Brown   /*  The next three lines allow us to access the entries of the vectors directly */
575f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(U,&u));
585f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArray(F,&f));
59c4762a1bSJed Brown 
60c4762a1bSJed Brown   f[0] = u[1];
61c4762a1bSJed Brown   f[1] = - 9.8;
62c4762a1bSJed Brown 
635f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(U,&u));
645f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArray(F,&f));
65c4762a1bSJed Brown   PetscFunctionReturn(0);
66c4762a1bSJed Brown }
67c4762a1bSJed Brown 
68c4762a1bSJed Brown /*
69c4762a1bSJed Brown      Defines the Jacobian of the ODE passed to the ODE solver. See TSSetRHSJacobian() for the meaning the Jacobian.
70c4762a1bSJed Brown */
71c4762a1bSJed Brown static PetscErrorCode RHSJacobian(TS ts,PetscReal t,Vec U,Mat A,Mat B,void *ctx)
72c4762a1bSJed Brown {
73c4762a1bSJed Brown   PetscInt          rowcol[2],rstart;
74c4762a1bSJed Brown   PetscScalar       J[2][2];
75c4762a1bSJed Brown   const PetscScalar *u;
76c4762a1bSJed Brown 
77c4762a1bSJed Brown   PetscFunctionBegin;
785f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(U,&u));
79c4762a1bSJed Brown 
805f80ce2aSJacob Faibussowitsch   CHKERRQ(MatGetOwnershipRange(B,&rstart,NULL));
81c4762a1bSJed Brown   rowcol[0] = rstart; rowcol[1] = rstart+1;
82c4762a1bSJed Brown 
83c4762a1bSJed Brown   J[0][0] = 0.0;      J[0][1] = 1.0;
84c4762a1bSJed Brown   J[1][0] = 0.0;      J[1][1] = 0.0;
855f80ce2aSJacob Faibussowitsch   CHKERRQ(MatSetValues(B,2,rowcol,2,rowcol,&J[0][0],INSERT_VALUES));
86c4762a1bSJed Brown 
875f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(U,&u));
885f80ce2aSJacob Faibussowitsch   CHKERRQ(MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY));
895f80ce2aSJacob Faibussowitsch   CHKERRQ(MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY));
90c4762a1bSJed Brown   if (A != B) {
915f80ce2aSJacob Faibussowitsch     CHKERRQ(MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY));
925f80ce2aSJacob Faibussowitsch     CHKERRQ(MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY));
93c4762a1bSJed Brown   }
94c4762a1bSJed Brown   PetscFunctionReturn(0);
95c4762a1bSJed Brown }
96c4762a1bSJed Brown 
97c4762a1bSJed Brown /*
98c4762a1bSJed Brown      Defines the ODE passed to the ODE solver in implicit form: F(U_t,U) = 0
99c4762a1bSJed Brown */
100c4762a1bSJed Brown static PetscErrorCode IFunction(TS ts,PetscReal t,Vec U,Vec Udot,Vec F,void *ctx)
101c4762a1bSJed Brown {
102c4762a1bSJed Brown   PetscScalar       *f;
103c4762a1bSJed Brown   const PetscScalar *u,*udot;
104c4762a1bSJed Brown 
105c4762a1bSJed Brown   PetscFunctionBegin;
106c4762a1bSJed Brown   /*  The next three lines allow us to access the entries of the vectors directly */
1075f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(U,&u));
1085f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(Udot,&udot));
1095f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArray(F,&f));
110c4762a1bSJed Brown 
111c4762a1bSJed Brown   f[0] = udot[0] - u[1];
112c4762a1bSJed Brown   f[1] = udot[1] + 9.8;
113c4762a1bSJed Brown 
1145f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(U,&u));
1155f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(Udot,&udot));
1165f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArray(F,&f));
117c4762a1bSJed Brown   PetscFunctionReturn(0);
118c4762a1bSJed Brown }
119c4762a1bSJed Brown 
120c4762a1bSJed Brown /*
121c4762a1bSJed Brown      Defines the Jacobian of the ODE passed to the ODE solver. See TSSetIJacobian() for the meaning of a and the Jacobian.
122c4762a1bSJed Brown */
123c4762a1bSJed Brown static PetscErrorCode IJacobian(TS ts,PetscReal t,Vec U,Vec Udot,PetscReal a,Mat A,Mat B,void *ctx)
124c4762a1bSJed Brown {
125c4762a1bSJed Brown   PetscInt          rowcol[2],rstart;
126c4762a1bSJed Brown   PetscScalar       J[2][2];
127c4762a1bSJed Brown   const PetscScalar *u,*udot;
128c4762a1bSJed Brown 
129c4762a1bSJed Brown   PetscFunctionBegin;
1305f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(U,&u));
1315f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArrayRead(Udot,&udot));
132c4762a1bSJed Brown 
1335f80ce2aSJacob Faibussowitsch   CHKERRQ(MatGetOwnershipRange(B,&rstart,NULL));
134c4762a1bSJed Brown   rowcol[0] = rstart; rowcol[1] = rstart+1;
135c4762a1bSJed Brown 
136c4762a1bSJed Brown   J[0][0] = a;        J[0][1] = -1.0;
137c4762a1bSJed Brown   J[1][0] = 0.0;      J[1][1] = a;
1385f80ce2aSJacob Faibussowitsch   CHKERRQ(MatSetValues(B,2,rowcol,2,rowcol,&J[0][0],INSERT_VALUES));
139c4762a1bSJed Brown 
1405f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(U,&u));
1415f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArrayRead(Udot,&udot));
142c4762a1bSJed Brown 
1435f80ce2aSJacob Faibussowitsch   CHKERRQ(MatAssemblyBegin(B,MAT_FINAL_ASSEMBLY));
1445f80ce2aSJacob Faibussowitsch   CHKERRQ(MatAssemblyEnd(B,MAT_FINAL_ASSEMBLY));
145c4762a1bSJed Brown   if (A != B) {
1465f80ce2aSJacob Faibussowitsch     CHKERRQ(MatAssemblyBegin(A,MAT_FINAL_ASSEMBLY));
1475f80ce2aSJacob Faibussowitsch     CHKERRQ(MatAssemblyEnd(A,MAT_FINAL_ASSEMBLY));
148c4762a1bSJed Brown   }
149c4762a1bSJed Brown   PetscFunctionReturn(0);
150c4762a1bSJed Brown }
151c4762a1bSJed Brown 
152c4762a1bSJed Brown int main(int argc,char **argv)
153c4762a1bSJed Brown {
154c4762a1bSJed Brown   TS             ts;            /* ODE integrator */
155c4762a1bSJed Brown   Vec            U;             /* solution will be stored here */
156c4762a1bSJed Brown   PetscMPIInt    rank;
157c4762a1bSJed Brown   PetscInt       n = 2;
158c4762a1bSJed Brown   PetscScalar    *u;
159c4762a1bSJed Brown   PetscInt       direction=-1;
160c4762a1bSJed Brown   PetscBool      terminate=PETSC_FALSE;
161c4762a1bSJed Brown   PetscBool      rhs_form=PETSC_FALSE,hist=PETSC_TRUE;
162c4762a1bSJed Brown   TSAdapt        adapt;
163c4762a1bSJed Brown 
164c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
165c4762a1bSJed Brown      Initialize program
166c4762a1bSJed Brown      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
167*b122ec5aSJacob Faibussowitsch   CHKERRQ(PetscInitialize(&argc,&argv,(char*)0,help));
1685f80ce2aSJacob Faibussowitsch   CHKERRMPI(MPI_Comm_rank(PETSC_COMM_WORLD,&rank));
169c4762a1bSJed Brown 
170c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
171c4762a1bSJed Brown      Create timestepping solver context
172c4762a1bSJed Brown      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
1735f80ce2aSJacob Faibussowitsch   CHKERRQ(TSCreate(PETSC_COMM_WORLD,&ts));
1745f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetType(ts,TSROSW));
175c4762a1bSJed Brown 
176c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
177c4762a1bSJed Brown      Set ODE routines
178c4762a1bSJed Brown    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
1795f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetProblemType(ts,TS_NONLINEAR));
180c4762a1bSJed Brown   /* Users are advised against the following branching and code duplication.
181c4762a1bSJed Brown      For problems without a mass matrix like the one at hand, the RHSFunction
182c4762a1bSJed Brown      (and companion RHSJacobian) interface is enough to support both explicit
183c4762a1bSJed Brown      and implicit timesteppers. This tutorial example also deals with the
184c4762a1bSJed Brown      IFunction/IJacobian interface for demonstration and testing purposes. */
1855f80ce2aSJacob Faibussowitsch   CHKERRQ(PetscOptionsGetBool(NULL,NULL,"-rhs-form",&rhs_form,NULL));
186c4762a1bSJed Brown   if (rhs_form) {
1875f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetRHSFunction(ts,NULL,RHSFunction,NULL));
1885f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetRHSJacobian(ts,NULL,NULL,RHSJacobian,NULL));
189c4762a1bSJed Brown   } else {
1905f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetIFunction(ts,NULL,IFunction,NULL));
1915f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetIJacobian(ts,NULL,NULL,IJacobian,NULL));
192c4762a1bSJed Brown   }
193c4762a1bSJed Brown 
194c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
195c4762a1bSJed Brown      Set initial conditions
196c4762a1bSJed Brown    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
1975f80ce2aSJacob Faibussowitsch   CHKERRQ(VecCreate(PETSC_COMM_WORLD,&U));
1985f80ce2aSJacob Faibussowitsch   CHKERRQ(VecSetSizes(U,n,PETSC_DETERMINE));
1995f80ce2aSJacob Faibussowitsch   CHKERRQ(VecSetUp(U));
2005f80ce2aSJacob Faibussowitsch   CHKERRQ(VecGetArray(U,&u));
201c4762a1bSJed Brown   u[0] = 1.0*rank;
202c4762a1bSJed Brown   u[1] = 20.0;
2035f80ce2aSJacob Faibussowitsch   CHKERRQ(VecRestoreArray(U,&u));
2045f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetSolution(ts,U));
205c4762a1bSJed Brown 
206c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
207c4762a1bSJed Brown      Set solver options
208c4762a1bSJed Brown    - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
2095f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetSaveTrajectory(ts));
2105f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetMaxTime(ts,30.0));
2115f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetExactFinalTime(ts,TS_EXACTFINALTIME_STEPOVER));
2125f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetTimeStep(ts,0.1));
213a5b23f4aSJose E. Roman   /* The adaptive time step controller could take very large timesteps resulting in
214a5b23f4aSJose E. Roman      the same event occurring multiple times in the same interval. A maximum step size
215c4762a1bSJed Brown      limit is enforced here to avoid this issue. */
2165f80ce2aSJacob Faibussowitsch   CHKERRQ(TSGetAdapt(ts,&adapt));
2175f80ce2aSJacob Faibussowitsch   CHKERRQ(TSAdaptSetType(adapt,TSADAPTBASIC));
2185f80ce2aSJacob Faibussowitsch   CHKERRQ(TSAdaptSetStepLimits(adapt,0.0,0.5));
219c4762a1bSJed Brown 
220c4762a1bSJed Brown   /* Set direction and terminate flag for the event */
2215f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetEventHandler(ts,1,&direction,&terminate,EventFunction,PostEventFunction,NULL));
222c4762a1bSJed Brown 
2235f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSetFromOptions(ts));
224c4762a1bSJed Brown 
225c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
226c4762a1bSJed Brown      Run timestepping solver
227c4762a1bSJed Brown      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
2285f80ce2aSJacob Faibussowitsch   CHKERRQ(TSSolve(ts,U));
229c4762a1bSJed Brown 
230c4762a1bSJed Brown   if (hist) { /* replay following history */
231c4762a1bSJed Brown     TSTrajectory tj;
232c4762a1bSJed Brown     PetscReal    tf,t0,dt;
233c4762a1bSJed Brown 
2345f80ce2aSJacob Faibussowitsch     CHKERRQ(TSGetTime(ts,&tf));
2355f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetMaxTime(ts,tf));
2365f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetStepNumber(ts,0));
2375f80ce2aSJacob Faibussowitsch     CHKERRQ(TSRestartStep(ts));
2385f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetExactFinalTime(ts,TS_EXACTFINALTIME_MATCHSTEP));
2395f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetFromOptions(ts));
2405f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetEventHandler(ts,1,&direction,&terminate,EventFunction,PostEventFunction,NULL));
2415f80ce2aSJacob Faibussowitsch     CHKERRQ(TSGetAdapt(ts,&adapt));
2425f80ce2aSJacob Faibussowitsch     CHKERRQ(TSAdaptSetType(adapt,TSADAPTHISTORY));
2435f80ce2aSJacob Faibussowitsch     CHKERRQ(TSGetTrajectory(ts,&tj));
2445f80ce2aSJacob Faibussowitsch     CHKERRQ(TSAdaptHistorySetTrajectory(adapt,tj,PETSC_FALSE));
2455f80ce2aSJacob Faibussowitsch     CHKERRQ(TSAdaptHistoryGetStep(adapt,0,&t0,&dt));
246c4762a1bSJed Brown     /* this example fails with single (or smaller) precision */
247c4762a1bSJed Brown #if defined(PETSC_USE_REAL_SINGLE) || defined(PETSC_USE_REAL__FP16)
2485f80ce2aSJacob Faibussowitsch     CHKERRQ(TSAdaptSetType(adapt,TSADAPTBASIC));
2495f80ce2aSJacob Faibussowitsch     CHKERRQ(TSAdaptSetStepLimits(adapt,0.0,0.5));
2505f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetFromOptions(ts));
251c4762a1bSJed Brown #endif
2525f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetTime(ts,t0));
2535f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSetTimeStep(ts,dt));
2545f80ce2aSJacob Faibussowitsch     CHKERRQ(TSResetTrajectory(ts));
2555f80ce2aSJacob Faibussowitsch     CHKERRQ(VecGetArray(U,&u));
256c4762a1bSJed Brown     u[0] = 1.0*rank;
257c4762a1bSJed Brown     u[1] = 20.0;
2585f80ce2aSJacob Faibussowitsch     CHKERRQ(VecRestoreArray(U,&u));
2595f80ce2aSJacob Faibussowitsch     CHKERRQ(TSSolve(ts,U));
260c4762a1bSJed Brown   }
261c4762a1bSJed Brown   /* - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - -
262c4762a1bSJed Brown      Free work space.  All PETSc objects should be destroyed when they are no longer needed.
263c4762a1bSJed Brown      - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - */
2645f80ce2aSJacob Faibussowitsch   CHKERRQ(VecDestroy(&U));
2655f80ce2aSJacob Faibussowitsch   CHKERRQ(TSDestroy(&ts));
266c4762a1bSJed Brown 
267*b122ec5aSJacob Faibussowitsch   CHKERRQ(PetscFinalize());
268*b122ec5aSJacob Faibussowitsch   return 0;
269c4762a1bSJed Brown }
270c4762a1bSJed Brown 
271c4762a1bSJed Brown /*TEST
272c4762a1bSJed Brown 
273c4762a1bSJed Brown    test:
274c4762a1bSJed Brown       suffix: a
275c4762a1bSJed Brown       nsize: 2
276c4762a1bSJed Brown       args: -ts_trajectory_type memory -snes_stol 1e-4
277c4762a1bSJed Brown       filter: sort -b
278c4762a1bSJed Brown 
279c4762a1bSJed Brown    test:
280c4762a1bSJed Brown       suffix: b
281c4762a1bSJed Brown       nsize: 2
282c4762a1bSJed Brown       args: -ts_trajectory_type memory -ts_type arkimex -snes_stol 1e-4
283c4762a1bSJed Brown       filter: sort -b
284c4762a1bSJed Brown 
285c4762a1bSJed Brown    test:
286c4762a1bSJed Brown       suffix: c
287c4762a1bSJed Brown       nsize: 2
288c4762a1bSJed Brown       args: -ts_trajectory_type memory -ts_type theta -ts_adapt_type basic -ts_atol 1e-1 -snes_stol 1e-4
289c4762a1bSJed Brown       filter: sort -b
290c4762a1bSJed Brown 
291c4762a1bSJed Brown    test:
292c4762a1bSJed Brown       suffix: d
293c4762a1bSJed Brown       nsize: 2
294c4762a1bSJed Brown       args: -ts_trajectory_type memory -ts_type alpha -ts_adapt_type basic -ts_atol 1e-1 -snes_stol 1e-4
295c4762a1bSJed Brown       filter: sort -b
296c4762a1bSJed Brown 
297c4762a1bSJed Brown    test:
298c4762a1bSJed Brown       suffix: e
299c4762a1bSJed Brown       nsize: 2
300c4762a1bSJed Brown       args: -ts_trajectory_type memory -ts_type bdf -ts_adapt_dt_max 0.015 -ts_max_steps 3000
301c4762a1bSJed Brown       filter: sort -b
302c4762a1bSJed Brown 
303c4762a1bSJed Brown    test:
304c4762a1bSJed Brown       suffix: f
305c4762a1bSJed Brown       nsize: 2
306c4762a1bSJed Brown       args: -ts_trajectory_type memory -rhs-form -ts_type rk -ts_rk_type 3bs
307c4762a1bSJed Brown       filter: sort -b
308c4762a1bSJed Brown 
309c4762a1bSJed Brown    test:
310c4762a1bSJed Brown       suffix: g
311c4762a1bSJed Brown       nsize: 2
312c4762a1bSJed Brown       args: -ts_trajectory_type memory -rhs-form -ts_type rk -ts_rk_type 5bs
313c4762a1bSJed Brown       filter: sort -b
314c4762a1bSJed Brown 
315c4762a1bSJed Brown    test:
316c4762a1bSJed Brown       suffix: h
317c4762a1bSJed Brown       nsize: 2
318c4762a1bSJed Brown       args: -ts_trajectory_type memory -rhs-form -ts_type rk -ts_rk_type 6vr
319c4762a1bSJed Brown       filter: sort -b
320c4762a1bSJed Brown       output_file: output/ex41_g.out
321c4762a1bSJed Brown 
322c4762a1bSJed Brown    test:
323c4762a1bSJed Brown       suffix: i
324c4762a1bSJed Brown       nsize: 2
325c4762a1bSJed Brown       args: -ts_trajectory_type memory -rhs-form -ts_type rk -ts_rk_type 7vr
326c4762a1bSJed Brown       filter: sort -b
327c4762a1bSJed Brown       output_file: output/ex41_g.out
328c4762a1bSJed Brown 
329c4762a1bSJed Brown    test:
330c4762a1bSJed Brown       suffix: j
331c4762a1bSJed Brown       nsize: 2
332c4762a1bSJed Brown       args: -ts_trajectory_type memory -rhs-form -ts_type rk -ts_rk_type 8vr
333c4762a1bSJed Brown       filter: sort -b
334c4762a1bSJed Brown       output_file: output/ex41_g.out
335c4762a1bSJed Brown 
336c4762a1bSJed Brown TEST*/
337