xref: /libCEED/examples/fluids/src/setuplibceed.c (revision 65dd5cafde15489fff5d2ab607c335242f64f615)
1 // Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors.
2 // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
3 //
4 // SPDX-License-Identifier: BSD-2-Clause
5 //
6 // This file is part of CEED:  http://github.com/ceed
7 
8 /// @file
9 /// Setup libCEED for Navier-Stokes example using PETSc
10 
11 #include "../navierstokes.h"
12 
13 // Utility function - essential BC dofs are encoded in closure indices as -(i+1).
14 PetscInt Involute(PetscInt i) {
15   return i >= 0 ? i : -(i+1);
16 }
17 
18 // Utility function to create local CEED restriction
19 PetscErrorCode CreateRestrictionFromPlex(Ceed ceed, DM dm, CeedInt height,
20     DMLabel domain_label, CeedInt value, CeedElemRestriction *elem_restr) {
21   PetscInt num_elem, elem_size, num_dof, num_comp, *elem_restr_offsets;
22   PetscErrorCode ierr;
23 
24   PetscFunctionBeginUser;
25   ierr = DMPlexGetLocalOffsets(dm, domain_label, value, height, 0, &num_elem,
26                                &elem_size, &num_comp, &num_dof, &elem_restr_offsets);
27   CHKERRQ(ierr);
28 
29   CeedElemRestrictionCreate(ceed, num_elem, elem_size, num_comp,
30                             1, num_dof, CEED_MEM_HOST, CEED_COPY_VALUES,
31                             elem_restr_offsets, elem_restr);
32   ierr = PetscFree(elem_restr_offsets); CHKERRQ(ierr);
33 
34   PetscFunctionReturn(0);
35 }
36 
37 // Utility function to get Ceed Restriction for each domain
38 PetscErrorCode GetRestrictionForDomain(Ceed ceed, DM dm, CeedInt height,
39                                        DMLabel domain_label, PetscInt value,
40                                        CeedInt Q, CeedInt q_data_size,
41                                        CeedElemRestriction *elem_restr_q,
42                                        CeedElemRestriction *elem_restr_x,
43                                        CeedElemRestriction *elem_restr_qd_i) {
44   DM             dm_coord;
45   CeedInt        dim, loc_num_elem;
46   CeedInt        Q_dim;
47   CeedElemRestriction elem_restr_tmp;
48   PetscErrorCode ierr;
49   PetscFunctionBeginUser;
50 
51   ierr = DMGetDimension(dm, &dim); CHKERRQ(ierr);
52   dim -= height;
53   Q_dim = CeedIntPow(Q, dim);
54   ierr = CreateRestrictionFromPlex(ceed, dm, height, domain_label, value,
55                                    &elem_restr_tmp);
56   CHKERRQ(ierr);
57   if (elem_restr_q) *elem_restr_q = elem_restr_tmp;
58   if (elem_restr_x) {
59     ierr = DMGetCoordinateDM(dm, &dm_coord); CHKERRQ(ierr);
60     ierr = DMPlexSetClosurePermutationTensor(dm_coord, PETSC_DETERMINE, NULL);
61     CHKERRQ(ierr);
62     ierr = CreateRestrictionFromPlex(ceed, dm_coord, height, domain_label, value,
63                                      elem_restr_x);
64     CHKERRQ(ierr);
65   }
66   if (elem_restr_qd_i) {
67     CeedElemRestrictionGetNumElements(elem_restr_tmp, &loc_num_elem);
68     CeedElemRestrictionCreateStrided(ceed, loc_num_elem, Q_dim,
69                                      q_data_size, q_data_size*loc_num_elem*Q_dim,
70                                      CEED_STRIDES_BACKEND, elem_restr_qd_i);
71   }
72   if (!elem_restr_q) CeedElemRestrictionDestroy(&elem_restr_tmp);
73   PetscFunctionReturn(0);
74 }
75 
76 // Utility function to create CEED Composite Operator for the entire domain
77 PetscErrorCode CreateOperatorForDomain(Ceed ceed, DM dm, SimpleBC bc,
78                                        CeedData ceed_data, Physics phys,
79                                        CeedOperator op_apply_vol,
80                                        CeedOperator op_apply_ijacobian_vol,
81                                        CeedInt height,
82                                        CeedInt P_sur, CeedInt Q_sur,
83                                        CeedInt q_data_size_sur, CeedInt jac_data_size_sur,
84                                        CeedOperator *op_apply, CeedOperator *op_apply_ijacobian) {
85   DMLabel        domain_label;
86   PetscErrorCode ierr;
87   PetscFunctionBeginUser;
88 
89   // Create Composite Operaters
90   CeedCompositeOperatorCreate(ceed, op_apply);
91   if (op_apply_ijacobian)
92     CeedCompositeOperatorCreate(ceed, op_apply_ijacobian);
93 
94   // --Apply Sub-Operator for the volume
95   CeedCompositeOperatorAddSub(*op_apply, op_apply_vol);
96   if (op_apply_ijacobian)
97     CeedCompositeOperatorAddSub(*op_apply_ijacobian, op_apply_ijacobian_vol);
98 
99   // -- Create Sub-Operator for in/outflow BCs
100   if (phys->has_neumann || 1) {
101     // --- Setup
102     ierr = DMGetLabel(dm, "Face Sets", &domain_label); CHKERRQ(ierr);
103 
104     // --- Get number of quadrature points for the boundaries
105     CeedInt num_qpts_sur;
106     CeedBasisGetNumQuadraturePoints(ceed_data->basis_q_sur, &num_qpts_sur);
107 
108     // --- Create Sub-Operator for inflow boundaries
109     for (CeedInt i=0; i < bc->num_inflow; i++) {
110       CeedVector          q_data_sur;
111       CeedOperator        op_setup_sur, op_apply_inflow,
112                           op_apply_inflow_jacobian = NULL;
113       CeedElemRestriction elem_restr_x_sur, elem_restr_q_sur, elem_restr_qd_i_sur;
114 
115       // ---- CEED Restriction
116       ierr = GetRestrictionForDomain(ceed, dm, height, domain_label, bc->inflows[i],
117                                      Q_sur, q_data_size_sur, &elem_restr_q_sur, &elem_restr_x_sur,
118                                      &elem_restr_qd_i_sur);
119       CHKERRQ(ierr);
120 
121       // ---- CEED Vector
122       PetscInt loc_num_elem_sur;
123       CeedElemRestrictionGetNumElements(elem_restr_q_sur, &loc_num_elem_sur);
124       CeedVectorCreate(ceed, q_data_size_sur*loc_num_elem_sur*num_qpts_sur,
125                        &q_data_sur);
126 
127       // ---- CEED Operator
128       // ----- CEED Operator for Setup (geometric factors)
129       CeedOperatorCreate(ceed, ceed_data->qf_setup_sur, NULL, NULL, &op_setup_sur);
130       CeedOperatorSetField(op_setup_sur, "dx", elem_restr_x_sur,
131                            ceed_data->basis_x_sur, CEED_VECTOR_ACTIVE);
132       CeedOperatorSetField(op_setup_sur, "weight", CEED_ELEMRESTRICTION_NONE,
133                            ceed_data->basis_x_sur, CEED_VECTOR_NONE);
134       CeedOperatorSetField(op_setup_sur, "surface qdata", elem_restr_qd_i_sur,
135                            CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE);
136 
137       // ----- CEED Operator for Physics
138       CeedOperatorCreate(ceed, ceed_data->qf_apply_inflow, NULL, NULL,
139                          &op_apply_inflow);
140       CeedOperatorSetField(op_apply_inflow, "q", elem_restr_q_sur,
141                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
142       CeedOperatorSetField(op_apply_inflow, "Grad_q", elem_restr_q_sur,
143                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
144       CeedOperatorSetField(op_apply_inflow, "surface qdata", elem_restr_qd_i_sur,
145                            CEED_BASIS_COLLOCATED, q_data_sur);
146       CeedOperatorSetField(op_apply_inflow, "x", elem_restr_x_sur,
147                            ceed_data->basis_x_sur, ceed_data->x_coord);
148       CeedOperatorSetField(op_apply_inflow, "v", elem_restr_q_sur,
149                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
150 
151       if (ceed_data->qf_apply_inflow_jacobian) {
152         CeedOperatorCreate(ceed, ceed_data->qf_apply_inflow_jacobian, NULL, NULL,
153                            &op_apply_inflow_jacobian);
154         CeedOperatorSetField(op_apply_inflow_jacobian, "dq", elem_restr_q_sur,
155                              ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
156         CeedOperatorSetField(op_apply_inflow_jacobian, "surface qdata",
157                              elem_restr_qd_i_sur,
158                              CEED_BASIS_COLLOCATED, q_data_sur);
159         CeedOperatorSetField(op_apply_inflow_jacobian, "x", elem_restr_x_sur,
160                              ceed_data->basis_x_sur, ceed_data->x_coord);
161         CeedOperatorSetField(op_apply_inflow_jacobian, "v", elem_restr_q_sur,
162                              ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
163       }
164 
165       // ----- Apply CEED operator for Setup
166       CeedOperatorApply(op_setup_sur, ceed_data->x_coord, q_data_sur,
167                         CEED_REQUEST_IMMEDIATE);
168 
169       // ----- Apply Sub-Operator for Physics
170       CeedCompositeOperatorAddSub(*op_apply, op_apply_inflow);
171       if (op_apply_ijacobian)
172         CeedCompositeOperatorAddSub(*op_apply_ijacobian, op_apply_inflow_jacobian);
173 
174       // ----- Cleanup
175       CeedVectorDestroy(&q_data_sur);
176       CeedElemRestrictionDestroy(&elem_restr_q_sur);
177       CeedElemRestrictionDestroy(&elem_restr_x_sur);
178       CeedElemRestrictionDestroy(&elem_restr_qd_i_sur);
179       CeedOperatorDestroy(&op_setup_sur);
180       CeedOperatorDestroy(&op_apply_inflow);
181       CeedOperatorDestroy(&op_apply_inflow_jacobian);
182     }
183 
184     // --- Create Sub-Operator for outflow boundaries
185     for (CeedInt i=0; i < bc->num_outflow; i++) {
186       CeedVector          q_data_sur, jac_data_sur;
187       CeedOperator        op_setup_sur, op_apply_outflow,
188                           op_apply_outflow_jacobian = NULL;
189       CeedElemRestriction elem_restr_x_sur, elem_restr_q_sur, elem_restr_qd_i_sur,
190                           elem_restr_jd_i_sur;
191 
192       // ---- CEED Restriction
193       ierr = GetRestrictionForDomain(ceed, dm, height, domain_label, bc->outflows[i],
194                                      Q_sur, q_data_size_sur, &elem_restr_q_sur, &elem_restr_x_sur,
195                                      &elem_restr_qd_i_sur);
196       CHKERRQ(ierr);
197       if (jac_data_size_sur > 0) {
198         // State-dependent data will be passed from residual to Jacobian. This will be collocated.
199         ierr = GetRestrictionForDomain(ceed, dm, height, domain_label, bc->outflows[i],
200                                        Q_sur, jac_data_size_sur, NULL, NULL,
201                                        &elem_restr_jd_i_sur);
202         CHKERRQ(ierr);
203         CeedElemRestrictionCreateVector(elem_restr_jd_i_sur, &jac_data_sur, NULL);
204       } else {
205         elem_restr_jd_i_sur = NULL;
206         jac_data_sur = NULL;
207       }
208 
209       // ---- CEED Vector
210       PetscInt loc_num_elem_sur;
211       CeedElemRestrictionGetNumElements(elem_restr_q_sur, &loc_num_elem_sur);
212       CeedVectorCreate(ceed, q_data_size_sur*loc_num_elem_sur*num_qpts_sur,
213                        &q_data_sur);
214 
215       // ---- CEED Operator
216       // ----- CEED Operator for Setup (geometric factors)
217       CeedOperatorCreate(ceed, ceed_data->qf_setup_sur, NULL, NULL, &op_setup_sur);
218       CeedOperatorSetField(op_setup_sur, "dx", elem_restr_x_sur,
219                            ceed_data->basis_x_sur, CEED_VECTOR_ACTIVE);
220       CeedOperatorSetField(op_setup_sur, "weight", CEED_ELEMRESTRICTION_NONE,
221                            ceed_data->basis_x_sur, CEED_VECTOR_NONE);
222       CeedOperatorSetField(op_setup_sur, "surface qdata", elem_restr_qd_i_sur,
223                            CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE);
224 
225       // ----- CEED Operator for Physics
226       CeedOperatorCreate(ceed, ceed_data->qf_apply_outflow, NULL, NULL,
227                          &op_apply_outflow);
228       CeedOperatorSetField(op_apply_outflow, "q", elem_restr_q_sur,
229                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
230       CeedOperatorSetField(op_apply_outflow, "Grad_q", elem_restr_q_sur,
231                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
232       CeedOperatorSetField(op_apply_outflow, "surface qdata", elem_restr_qd_i_sur,
233                            CEED_BASIS_COLLOCATED, q_data_sur);
234       CeedOperatorSetField(op_apply_outflow, "x", elem_restr_x_sur,
235                            ceed_data->basis_x_sur, ceed_data->x_coord);
236       CeedOperatorSetField(op_apply_outflow, "v", elem_restr_q_sur,
237                            ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
238       if (elem_restr_jd_i_sur)
239         CeedOperatorSetField(op_apply_outflow, "surface jacobian data",
240                              elem_restr_jd_i_sur,
241                              CEED_BASIS_COLLOCATED, jac_data_sur);
242 
243       if (ceed_data->qf_apply_outflow_jacobian) {
244         CeedOperatorCreate(ceed, ceed_data->qf_apply_outflow_jacobian, NULL, NULL,
245                            &op_apply_outflow_jacobian);
246         CeedOperatorSetField(op_apply_outflow_jacobian, "dq", elem_restr_q_sur,
247                              ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
248         CeedOperatorSetField(op_apply_outflow_jacobian, "surface qdata",
249                              elem_restr_qd_i_sur,
250                              CEED_BASIS_COLLOCATED, q_data_sur);
251         CeedOperatorSetField(op_apply_outflow_jacobian, "surface jacobian data",
252                              elem_restr_jd_i_sur,
253                              CEED_BASIS_COLLOCATED, jac_data_sur);
254         CeedOperatorSetField(op_apply_outflow_jacobian, "v", elem_restr_q_sur,
255                              ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE);
256       }
257 
258       // ----- Apply CEED operator for Setup
259       CeedOperatorApply(op_setup_sur, ceed_data->x_coord, q_data_sur,
260                         CEED_REQUEST_IMMEDIATE);
261 
262       // ----- Apply Sub-Operator for Physics
263       CeedCompositeOperatorAddSub(*op_apply, op_apply_outflow);
264       if (op_apply_ijacobian)
265         CeedCompositeOperatorAddSub(*op_apply_ijacobian, op_apply_outflow_jacobian);
266 
267       // ----- Cleanup
268       CeedVectorDestroy(&q_data_sur);
269       CeedVectorDestroy(&jac_data_sur);
270       CeedElemRestrictionDestroy(&elem_restr_q_sur);
271       CeedElemRestrictionDestroy(&elem_restr_x_sur);
272       CeedElemRestrictionDestroy(&elem_restr_qd_i_sur);
273       CeedElemRestrictionDestroy(&elem_restr_jd_i_sur);
274       CeedOperatorDestroy(&op_setup_sur);
275       CeedOperatorDestroy(&op_apply_outflow);
276       CeedOperatorDestroy(&op_apply_outflow_jacobian);
277     }
278   }
279 
280   // ----- Get Context Labels for Operator
281   CeedOperatorContextGetFieldLabel(*op_apply, "solution time",
282                                    &phys->solution_time_label);
283   CeedOperatorContextGetFieldLabel(*op_apply, "timestep size",
284                                    &phys->timestep_size_label);
285 
286   PetscFunctionReturn(0);
287 }
288 
289 PetscErrorCode SetupLibceed(Ceed ceed, CeedData ceed_data, DM dm, User user,
290                             AppCtx app_ctx, ProblemData *problem, SimpleBC bc) {
291   PetscErrorCode ierr;
292   PetscFunctionBeginUser;
293 
294   // *****************************************************************************
295   // Set up CEED objects for the interior domain (volume)
296   // *****************************************************************************
297   const PetscInt num_comp_q      = 5;
298   const CeedInt  dim             = problem->dim,
299                  num_comp_x      = problem->dim,
300                  q_data_size_vol = problem->q_data_size_vol,
301                  jac_data_size_vol = num_comp_q + 6 + 3,
302                  P               = app_ctx->degree + 1,
303                  Q               = P + app_ctx->q_extra;
304   CeedElemRestriction elem_restr_jd_i;
305   CeedVector jac_data;
306 
307   // -----------------------------------------------------------------------------
308   // CEED Bases
309   // -----------------------------------------------------------------------------
310   CeedBasisCreateTensorH1Lagrange(ceed, dim, num_comp_q, P, Q, CEED_GAUSS,
311                                   &ceed_data->basis_q);
312   CeedBasisCreateTensorH1Lagrange(ceed, dim, num_comp_x, 2, Q, CEED_GAUSS,
313                                   &ceed_data->basis_x);
314   CeedBasisCreateTensorH1Lagrange(ceed, dim, num_comp_x, 2, P,
315                                   CEED_GAUSS_LOBATTO, &ceed_data->basis_xc);
316 
317   // -----------------------------------------------------------------------------
318   // CEED Restrictions
319   // -----------------------------------------------------------------------------
320   // -- Create restriction
321   ierr = GetRestrictionForDomain(ceed, dm, 0, 0, 0, Q, q_data_size_vol,
322                                  &ceed_data->elem_restr_q, &ceed_data->elem_restr_x,
323                                  &ceed_data->elem_restr_qd_i); CHKERRQ(ierr);
324 
325   ierr = GetRestrictionForDomain(ceed, dm, 0, 0, 0, Q, jac_data_size_vol,
326                                  NULL, NULL,
327                                  &elem_restr_jd_i); CHKERRQ(ierr);
328 // -- Create E vectors
329   CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_ceed, NULL);
330   CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_dot_ceed,
331                                   NULL);
332   CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->g_ceed, NULL);
333 
334   // -----------------------------------------------------------------------------
335   // CEED QFunctions
336   // -----------------------------------------------------------------------------
337   // -- Create QFunction for quadrature data
338   CeedQFunctionCreateInterior(ceed, 1, problem->setup_vol.qfunction,
339                               problem->setup_vol.qfunction_loc,
340                               &ceed_data->qf_setup_vol);
341   if (problem->setup_vol.qfunction_context) {
342     CeedQFunctionSetContext(ceed_data->qf_setup_vol,
343                             problem->setup_vol.qfunction_context);
344     CeedQFunctionContextDestroy(&problem->setup_vol.qfunction_context);
345   }
346   CeedQFunctionAddInput(ceed_data->qf_setup_vol, "dx", num_comp_x*dim,
347                         CEED_EVAL_GRAD);
348   CeedQFunctionAddInput(ceed_data->qf_setup_vol, "weight", 1, CEED_EVAL_WEIGHT);
349   CeedQFunctionAddOutput(ceed_data->qf_setup_vol, "qdata", q_data_size_vol,
350                          CEED_EVAL_NONE);
351 
352   // -- Create QFunction for ICs
353   CeedQFunctionCreateInterior(ceed, 1, problem->ics.qfunction,
354                               problem->ics.qfunction_loc,
355                               &ceed_data->qf_ics);
356   CeedQFunctionSetContext(ceed_data->qf_ics, problem->ics.qfunction_context);
357   CeedQFunctionContextDestroy(&problem->ics.qfunction_context);
358   CeedQFunctionAddInput(ceed_data->qf_ics, "x", num_comp_x, CEED_EVAL_INTERP);
359   CeedQFunctionAddOutput(ceed_data->qf_ics, "q0", num_comp_q, CEED_EVAL_NONE);
360 
361   // -- Create QFunction for RHS
362   if (problem->apply_vol_rhs.qfunction) {
363     CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_rhs.qfunction,
364                                 problem->apply_vol_rhs.qfunction_loc, &ceed_data->qf_rhs_vol);
365     CeedQFunctionSetContext(ceed_data->qf_rhs_vol,
366                             problem->apply_vol_rhs.qfunction_context);
367     CeedQFunctionContextDestroy(&problem->apply_vol_rhs.qfunction_context);
368     CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "q", num_comp_q, CEED_EVAL_INTERP);
369     CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "Grad_q", num_comp_q*dim,
370                           CEED_EVAL_GRAD);
371     CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "qdata", q_data_size_vol,
372                           CEED_EVAL_NONE);
373     CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "x", num_comp_x, CEED_EVAL_INTERP);
374     CeedQFunctionAddOutput(ceed_data->qf_rhs_vol, "v", num_comp_q,
375                            CEED_EVAL_INTERP);
376     CeedQFunctionAddOutput(ceed_data->qf_rhs_vol, "Grad_v", num_comp_q*dim,
377                            CEED_EVAL_GRAD);
378   }
379 
380   // -- Create QFunction for IFunction
381   if (problem->apply_vol_ifunction.qfunction) {
382     CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ifunction.qfunction,
383                                 problem->apply_vol_ifunction.qfunction_loc, &ceed_data->qf_ifunction_vol);
384     CeedQFunctionSetContext(ceed_data->qf_ifunction_vol,
385                             problem->apply_vol_ifunction.qfunction_context);
386     CeedQFunctionContextDestroy(&problem->apply_vol_ifunction.qfunction_context);
387     CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "q", num_comp_q,
388                           CEED_EVAL_INTERP);
389     CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "Grad_q", num_comp_q*dim,
390                           CEED_EVAL_GRAD);
391     CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "q dot", num_comp_q,
392                           CEED_EVAL_INTERP);
393     CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "qdata", q_data_size_vol,
394                           CEED_EVAL_NONE);
395     CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "x", num_comp_x,
396                           CEED_EVAL_INTERP);
397     CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "v", num_comp_q,
398                            CEED_EVAL_INTERP);
399     CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "Grad_v", num_comp_q*dim,
400                            CEED_EVAL_GRAD);
401     CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "jac_data",
402                            jac_data_size_vol, CEED_EVAL_NONE);
403   }
404 
405   CeedQFunction qf_ijacobian_vol = NULL;
406   if (problem->apply_vol_ijacobian.qfunction) {
407     CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ijacobian.qfunction,
408                                 problem->apply_vol_ijacobian.qfunction_loc, &qf_ijacobian_vol);
409     CeedQFunctionSetContext(qf_ijacobian_vol,
410                             problem->apply_vol_ijacobian.qfunction_context);
411     CeedQFunctionContextDestroy(&problem->apply_vol_ijacobian.qfunction_context);
412     CeedQFunctionAddInput(qf_ijacobian_vol, "dq", num_comp_q,
413                           CEED_EVAL_INTERP);
414     CeedQFunctionAddInput(qf_ijacobian_vol, "Grad_dq", num_comp_q*dim,
415                           CEED_EVAL_GRAD);
416     CeedQFunctionAddInput(qf_ijacobian_vol, "qdata", q_data_size_vol,
417                           CEED_EVAL_NONE);
418     CeedQFunctionAddInput(qf_ijacobian_vol, "x", num_comp_x,
419                           CEED_EVAL_INTERP);
420     CeedQFunctionAddInput(qf_ijacobian_vol, "jac_data",
421                           jac_data_size_vol, CEED_EVAL_NONE);
422     CeedQFunctionAddOutput(qf_ijacobian_vol, "v", num_comp_q,
423                            CEED_EVAL_INTERP);
424     CeedQFunctionAddOutput(qf_ijacobian_vol, "Grad_v", num_comp_q*dim,
425                            CEED_EVAL_GRAD);
426   }
427 
428   // ---------------------------------------------------------------------------
429   // Element coordinates
430   // ---------------------------------------------------------------------------
431   // -- Create CEED vector
432   CeedElemRestrictionCreateVector(ceed_data->elem_restr_x, &ceed_data->x_coord,
433                                   NULL);
434 
435   // -- Copy PETSc vector in CEED vector
436   Vec               X_loc;
437   const PetscScalar *X_loc_array;
438   ierr = DMGetCoordinatesLocal(dm, &X_loc); CHKERRQ(ierr);
439   ierr = VecScale(X_loc, problem->dm_scale); CHKERRQ(ierr);
440   ierr = VecGetArrayRead(X_loc, &X_loc_array); CHKERRQ(ierr);
441   CeedVectorSetArray(ceed_data->x_coord, CEED_MEM_HOST, CEED_COPY_VALUES,
442                      (PetscScalar *)X_loc_array);
443   ierr = VecRestoreArrayRead(X_loc, &X_loc_array); CHKERRQ(ierr);
444 
445   // -----------------------------------------------------------------------------
446   // CEED vectors
447   // -----------------------------------------------------------------------------
448   // -- Create CEED vector for geometric data
449   CeedInt  num_qpts_vol;
450   PetscInt loc_num_elem_vol;
451   CeedBasisGetNumQuadraturePoints(ceed_data->basis_q, &num_qpts_vol);
452   CeedElemRestrictionGetNumElements(ceed_data->elem_restr_q, &loc_num_elem_vol);
453   CeedVectorCreate(ceed, q_data_size_vol*loc_num_elem_vol*num_qpts_vol,
454                    &ceed_data->q_data);
455 
456   CeedElemRestrictionCreateVector(elem_restr_jd_i, &jac_data, NULL);
457   // -----------------------------------------------------------------------------
458   // CEED Operators
459   // -----------------------------------------------------------------------------
460   // -- Create CEED operator for quadrature data
461   CeedOperatorCreate(ceed, ceed_data->qf_setup_vol, NULL, NULL,
462                      &ceed_data->op_setup_vol);
463   CeedOperatorSetField(ceed_data->op_setup_vol, "dx", ceed_data->elem_restr_x,
464                        ceed_data->basis_x, CEED_VECTOR_ACTIVE);
465   CeedOperatorSetField(ceed_data->op_setup_vol, "weight",
466                        CEED_ELEMRESTRICTION_NONE, ceed_data->basis_x, CEED_VECTOR_NONE);
467   CeedOperatorSetField(ceed_data->op_setup_vol, "qdata",
468                        ceed_data->elem_restr_qd_i, CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE);
469 
470   // -- Create CEED operator for ICs
471   CeedOperatorCreate(ceed, ceed_data->qf_ics, NULL, NULL, &ceed_data->op_ics);
472   CeedOperatorSetField(ceed_data->op_ics, "x", ceed_data->elem_restr_x,
473                        ceed_data->basis_xc, CEED_VECTOR_ACTIVE);
474   CeedOperatorSetField(ceed_data->op_ics, "q0", ceed_data->elem_restr_q,
475                        CEED_BASIS_COLLOCATED, CEED_VECTOR_ACTIVE);
476   CeedOperatorContextGetFieldLabel(ceed_data->op_ics, "evaluation time",
477                                    &user->phys->ics_time_label);
478 
479   // Create CEED operator for RHS
480   if (ceed_data->qf_rhs_vol) {
481     CeedOperator op;
482     CeedOperatorCreate(ceed, ceed_data->qf_rhs_vol, NULL, NULL, &op);
483     CeedOperatorSetField(op, "q", ceed_data->elem_restr_q, ceed_data->basis_q,
484                          CEED_VECTOR_ACTIVE);
485     CeedOperatorSetField(op, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q,
486                          CEED_VECTOR_ACTIVE);
487     CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i,
488                          CEED_BASIS_COLLOCATED, ceed_data->q_data);
489     CeedOperatorSetField(op, "x", ceed_data->elem_restr_x, ceed_data->basis_x,
490                          ceed_data->x_coord);
491     CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q,
492                          CEED_VECTOR_ACTIVE);
493     CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q,
494                          CEED_VECTOR_ACTIVE);
495     user->op_rhs_vol = op;
496   }
497 
498   // -- CEED operator for IFunction
499   if (ceed_data->qf_ifunction_vol) {
500     CeedOperator op;
501     CeedOperatorCreate(ceed, ceed_data->qf_ifunction_vol, NULL, NULL, &op);
502     CeedOperatorSetField(op, "q", ceed_data->elem_restr_q, ceed_data->basis_q,
503                          CEED_VECTOR_ACTIVE);
504     CeedOperatorSetField(op, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q,
505                          CEED_VECTOR_ACTIVE);
506     CeedOperatorSetField(op, "q dot", ceed_data->elem_restr_q, ceed_data->basis_q,
507                          user->q_dot_ceed);
508     CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i,
509                          CEED_BASIS_COLLOCATED, ceed_data->q_data);
510     CeedOperatorSetField(op, "x", ceed_data->elem_restr_x, ceed_data->basis_x,
511                          ceed_data->x_coord);
512     CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q,
513                          CEED_VECTOR_ACTIVE);
514     CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q,
515                          CEED_VECTOR_ACTIVE);
516     CeedOperatorSetField(op, "jac_data", elem_restr_jd_i,
517                          CEED_BASIS_COLLOCATED, jac_data);
518 
519     user->op_ifunction_vol = op;
520   }
521 
522   CeedOperator op_ijacobian_vol = NULL;
523   if (qf_ijacobian_vol) {
524     CeedOperator op;
525     CeedOperatorCreate(ceed, qf_ijacobian_vol, NULL, NULL, &op);
526     CeedOperatorSetField(op, "dq", ceed_data->elem_restr_q, ceed_data->basis_q,
527                          CEED_VECTOR_ACTIVE);
528     CeedOperatorSetField(op, "Grad_dq", ceed_data->elem_restr_q, ceed_data->basis_q,
529                          CEED_VECTOR_ACTIVE);
530     CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i,
531                          CEED_BASIS_COLLOCATED, ceed_data->q_data);
532     CeedOperatorSetField(op, "x", ceed_data->elem_restr_x, ceed_data->basis_x,
533                          ceed_data->x_coord);
534     CeedOperatorSetField(op, "jac_data", elem_restr_jd_i,
535                          CEED_BASIS_COLLOCATED, jac_data);
536     CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q,
537                          CEED_VECTOR_ACTIVE);
538     CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q,
539                          CEED_VECTOR_ACTIVE);
540     op_ijacobian_vol = op;
541     CeedQFunctionDestroy(&qf_ijacobian_vol);
542   }
543 
544   // *****************************************************************************
545   // Set up CEED objects for the exterior domain (surface)
546   // *****************************************************************************
547   CeedInt height  = 1,
548           dim_sur = dim - height,
549           P_sur   = app_ctx->degree + 1,
550           Q_sur   = P_sur + app_ctx->q_extra;
551   const CeedInt q_data_size_sur = problem->q_data_size_sur,
552                 jac_data_size_sur = problem->jac_data_size_sur;
553 
554   // -----------------------------------------------------------------------------
555   // CEED Bases
556   // -----------------------------------------------------------------------------
557   CeedBasisCreateTensorH1Lagrange(ceed, dim_sur, num_comp_q, P_sur, Q_sur,
558                                   CEED_GAUSS, &ceed_data->basis_q_sur);
559   CeedBasisCreateTensorH1Lagrange(ceed, dim_sur, num_comp_x, 2, Q_sur, CEED_GAUSS,
560                                   &ceed_data->basis_x_sur);
561 
562   // -----------------------------------------------------------------------------
563   // CEED QFunctions
564   // -----------------------------------------------------------------------------
565   // -- Create QFunction for quadrature data
566   CeedQFunctionCreateInterior(ceed, 1, problem->setup_sur.qfunction,
567                               problem->setup_sur.qfunction_loc,
568                               &ceed_data->qf_setup_sur);
569   if (problem->setup_sur.qfunction_context) {
570     CeedQFunctionSetContext(ceed_data->qf_setup_sur,
571                             problem->setup_sur.qfunction_context);
572     CeedQFunctionContextDestroy(&problem->setup_sur.qfunction_context);
573   }
574   CeedQFunctionAddInput(ceed_data->qf_setup_sur, "dx", num_comp_x*dim_sur,
575                         CEED_EVAL_GRAD);
576   CeedQFunctionAddInput(ceed_data->qf_setup_sur, "weight", 1, CEED_EVAL_WEIGHT);
577   CeedQFunctionAddOutput(ceed_data->qf_setup_sur, "surface qdata",
578                          q_data_size_sur, CEED_EVAL_NONE);
579 
580   // -- Creat QFunction for inflow boundaries
581   if (problem->apply_inflow.qfunction) {
582     CeedQFunctionCreateInterior(ceed, 1, problem->apply_inflow.qfunction,
583                                 problem->apply_inflow.qfunction_loc, &ceed_data->qf_apply_inflow);
584     CeedQFunctionSetContext(ceed_data->qf_apply_inflow,
585                             problem->apply_inflow.qfunction_context);
586     CeedQFunctionContextDestroy(&problem->apply_inflow.qfunction_context);
587     CeedQFunctionAddInput(ceed_data->qf_apply_inflow, "q", num_comp_q,
588                           CEED_EVAL_INTERP);
589     CeedQFunctionAddInput(ceed_data->qf_apply_inflow, "Grad_q", num_comp_q*(dim-1),
590                           CEED_EVAL_GRAD);
591     CeedQFunctionAddInput(ceed_data->qf_apply_inflow, "surface qdata",
592                           q_data_size_sur, CEED_EVAL_NONE);
593     CeedQFunctionAddInput(ceed_data->qf_apply_inflow, "x", num_comp_x,
594                           CEED_EVAL_INTERP);
595     CeedQFunctionAddOutput(ceed_data->qf_apply_inflow, "v", num_comp_q,
596                            CEED_EVAL_INTERP);
597   }
598   if (problem->apply_inflow_jacobian.qfunction) {
599     CeedQFunctionCreateInterior(ceed, 1, problem->apply_inflow_jacobian.qfunction,
600                                 problem->apply_inflow_jacobian.qfunction_loc,
601                                 &ceed_data->qf_apply_inflow_jacobian);
602     CeedQFunctionSetContext(ceed_data->qf_apply_inflow_jacobian,
603                             problem->apply_inflow_jacobian.qfunction_context);
604     CeedQFunctionContextDestroy(&problem->apply_inflow_jacobian.qfunction_context);
605     CeedQFunctionAddInput(ceed_data->qf_apply_inflow_jacobian, "dq", num_comp_q,
606                           CEED_EVAL_INTERP);
607     CeedQFunctionAddInput(ceed_data->qf_apply_inflow_jacobian, "surface qdata",
608                           q_data_size_sur, CEED_EVAL_NONE);
609     CeedQFunctionAddInput(ceed_data->qf_apply_inflow_jacobian, "x", num_comp_x,
610                           CEED_EVAL_INTERP);
611     CeedQFunctionAddOutput(ceed_data->qf_apply_inflow_jacobian, "v", num_comp_q,
612                            CEED_EVAL_INTERP);
613   }
614 
615   // -- Creat QFunction for outflow boundaries
616   if (problem->apply_outflow.qfunction) {
617     CeedQFunctionCreateInterior(ceed, 1, problem->apply_outflow.qfunction,
618                                 problem->apply_outflow.qfunction_loc, &ceed_data->qf_apply_outflow);
619     CeedQFunctionSetContext(ceed_data->qf_apply_outflow,
620                             problem->apply_outflow.qfunction_context);
621     CeedQFunctionContextDestroy(&problem->apply_outflow.qfunction_context);
622     CeedQFunctionAddInput(ceed_data->qf_apply_outflow, "q", num_comp_q,
623                           CEED_EVAL_INTERP);
624     CeedQFunctionAddInput(ceed_data->qf_apply_outflow, "Grad_q", num_comp_q*(dim-1),
625                           CEED_EVAL_GRAD);
626     CeedQFunctionAddInput(ceed_data->qf_apply_outflow, "surface qdata",
627                           q_data_size_sur, CEED_EVAL_NONE);
628     CeedQFunctionAddInput(ceed_data->qf_apply_outflow, "x", num_comp_x,
629                           CEED_EVAL_INTERP);
630     CeedQFunctionAddOutput(ceed_data->qf_apply_outflow, "v", num_comp_q,
631                            CEED_EVAL_INTERP);
632     if (jac_data_size_sur)
633       CeedQFunctionAddOutput(ceed_data->qf_apply_outflow, "surface jacobian data",
634                              jac_data_size_sur,
635                              CEED_EVAL_NONE);
636   }
637   if (problem->apply_outflow_jacobian.qfunction) {
638     CeedQFunctionCreateInterior(ceed, 1, problem->apply_outflow_jacobian.qfunction,
639                                 problem->apply_outflow_jacobian.qfunction_loc,
640                                 &ceed_data->qf_apply_outflow_jacobian);
641     CeedQFunctionSetContext(ceed_data->qf_apply_outflow_jacobian,
642                             problem->apply_outflow_jacobian.qfunction_context);
643     CeedQFunctionContextDestroy(&problem->apply_outflow_jacobian.qfunction_context);
644     CeedQFunctionAddInput(ceed_data->qf_apply_outflow_jacobian, "dq", num_comp_q,
645                           CEED_EVAL_INTERP);
646     CeedQFunctionAddInput(ceed_data->qf_apply_outflow_jacobian, "surface qdata",
647                           q_data_size_sur, CEED_EVAL_NONE);
648     CeedQFunctionAddInput(ceed_data->qf_apply_outflow_jacobian,
649                           "surface jacobian data",
650                           jac_data_size_sur, CEED_EVAL_NONE);
651     CeedQFunctionAddOutput(ceed_data->qf_apply_outflow_jacobian, "v", num_comp_q,
652                            CEED_EVAL_INTERP);
653   }
654 
655   // *****************************************************************************
656   // CEED Operator Apply
657   // *****************************************************************************
658   // -- Apply CEED Operator for the geometric data
659   CeedOperatorApply(ceed_data->op_setup_vol, ceed_data->x_coord,
660                     ceed_data->q_data, CEED_REQUEST_IMMEDIATE);
661 
662   // -- Create and apply CEED Composite Operator for the entire domain
663   if (!user->phys->implicit) { // RHS
664     ierr = CreateOperatorForDomain(ceed, dm, bc, ceed_data, user->phys,
665                                    user->op_rhs_vol, NULL, height, P_sur, Q_sur,
666                                    q_data_size_sur, 0,
667                                    &user->op_rhs, NULL); CHKERRQ(ierr);
668   } else { // IFunction
669     ierr = CreateOperatorForDomain(ceed, dm, bc, ceed_data, user->phys,
670                                    user->op_ifunction_vol, op_ijacobian_vol,
671                                    height, P_sur, Q_sur,
672                                    q_data_size_sur, jac_data_size_sur,
673                                    &user->op_ifunction,
674                                    op_ijacobian_vol ? &user->op_ijacobian : NULL); CHKERRQ(ierr);
675     if (user->op_ijacobian) {
676       CeedOperatorContextGetFieldLabel(user->op_ijacobian, "ijacobian time shift",
677                                        &user->phys->ijacobian_time_shift_label);
678     }
679 
680   }
681   CeedElemRestrictionDestroy(&elem_restr_jd_i);
682   CeedOperatorDestroy(&op_ijacobian_vol);
683   CeedVectorDestroy(&jac_data);
684   PetscFunctionReturn(0);
685 }
686