xref: /honee/src/setuplibceed.c (revision 0880fbb64d64d53bf2220d9ebe5cb405355858f6)
1 // SPDX-FileCopyrightText: Copyright (c) 2017-2024, HONEE contributors.
2 // SPDX-License-Identifier: Apache-2.0 OR BSD-2-Clause
3 
4 /// @file
5 /// Setup libCEED for Navier-Stokes example using PETSc
6 
7 #include <ceed.h>
8 #include <petscdmplex.h>
9 
10 #include <navierstokes.h>
11 
12 // @brief Create CeedOperator for unstabilized mass KSP for explicit timestepping
13 static PetscErrorCode CreateKSPMassOperator_Unstabilized(User user, CeedOperator *op_mass) {
14   Ceed                ceed = user->ceed;
15   CeedInt             num_comp_q, q_data_size;
16   CeedQFunction       qf_mass;
17   CeedElemRestriction elem_restr_q, elem_restr_qd_i;
18   CeedBasis           basis_q;
19   CeedVector          q_data;
20 
21   PetscFunctionBeginUser;
22   {  // Get restriction and basis from the RHS function
23     CeedOperator     *sub_ops;
24     CeedOperatorField field;
25     PetscInt          sub_op_index = 0;  // will be 0 for the volume op
26 
27     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(user->op_rhs_ctx->op, &sub_ops));
28     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "q", &field));
29     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_q));
30     PetscCallCeed(ceed, CeedOperatorFieldGetBasis(field, &basis_q));
31 
32     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "qdata", &field));
33     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_qd_i));
34     PetscCallCeed(ceed, CeedOperatorFieldGetVector(field, &q_data));
35   }
36 
37   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_q, &num_comp_q));
38   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_qd_i, &q_data_size));
39 
40   PetscCall(CreateMassQFunction(ceed, num_comp_q, q_data_size, &qf_mass));
41   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_mass, NULL, NULL, op_mass));
42   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "u", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
43   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "qdata", elem_restr_qd_i, CEED_BASIS_NONE, q_data));
44   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "v", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
45 
46   PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_mass));
47   PetscFunctionReturn(PETSC_SUCCESS);
48 }
49 
50 // @brief Create KSP to solve the inverse mass operator for explicit time stepping schemes
51 static PetscErrorCode CreateKSPMass(User user, ProblemData problem) {
52   Ceed         ceed = user->ceed;
53   DM           dm   = user->dm;
54   CeedOperator op_mass;
55 
56   PetscFunctionBeginUser;
57   if (problem->create_mass_operator) PetscCall(problem->create_mass_operator(user, &op_mass));
58   else PetscCall(CreateKSPMassOperator_Unstabilized(user, &op_mass));
59 
60   {  // -- Setup KSP for mass operator
61     Mat      mat_mass;
62     Vec      Zeros_loc;
63     MPI_Comm comm = PetscObjectComm((PetscObject)dm);
64 
65     PetscCall(DMCreateLocalVector(dm, &Zeros_loc));
66     PetscCall(VecZeroEntries(Zeros_loc));
67     PetscCall(MatCreateCeed(dm, dm, op_mass, NULL, &mat_mass));
68     PetscCall(MatCeedSetLocalVectors(mat_mass, Zeros_loc, NULL));
69 
70     PetscCall(KSPCreate(comm, &user->mass_ksp));
71     PetscCall(KSPSetOptionsPrefix(user->mass_ksp, "mass_"));
72     {  // lumped by default
73       PC pc;
74       PetscCall(KSPGetPC(user->mass_ksp, &pc));
75       PetscCall(PCSetType(pc, PCJACOBI));
76       PetscCall(PCJacobiSetType(pc, PC_JACOBI_ROWSUM));
77       PetscCall(KSPSetType(user->mass_ksp, KSPPREONLY));
78     }
79     PetscCall(KSPSetFromOptions_WithMatCeed(user->mass_ksp, mat_mass));
80     PetscCall(VecDestroy(&Zeros_loc));
81     PetscCall(MatDestroy(&mat_mass));
82   }
83 
84   PetscCallCeed(ceed, CeedOperatorDestroy(&op_mass));
85   PetscFunctionReturn(PETSC_SUCCESS);
86 }
87 
88 static PetscErrorCode AddBCSubOperator(Ceed ceed, DM dm, CeedData ceed_data, DMLabel domain_label, PetscInt label_value, CeedInt height,
89                                        CeedInt Q_sur, CeedInt q_data_size_sur, CeedInt jac_data_size_sur, CeedBasis basis_q_sur,
90                                        CeedBasis basis_x_sur, CeedQFunction qf_apply_bc, CeedQFunction qf_apply_bc_jacobian, CeedOperator op_apply,
91                                        CeedOperator op_apply_ijacobian) {
92   CeedVector          q_data_sur, jac_data_sur          = NULL;
93   CeedOperator        op_apply_bc, op_apply_bc_jacobian = NULL;
94   CeedElemRestriction elem_restr_x_sur, elem_restr_q_sur, elem_restr_qd_i_sur, elem_restr_jd_i_sur = NULL;
95   PetscInt            dm_field = 0;
96 
97   PetscFunctionBeginUser;
98   PetscCall(DMPlexCeedElemRestrictionCreate(ceed, dm, domain_label, label_value, height, dm_field, &elem_restr_q_sur));
99   PetscCall(DMPlexCeedElemRestrictionCoordinateCreate(ceed, dm, domain_label, label_value, height, &elem_restr_x_sur));
100   if (jac_data_size_sur > 0) {
101     // State-dependent data will be passed from residual to Jacobian. This will be collocated.
102     PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, jac_data_size_sur, &elem_restr_jd_i_sur));
103     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(elem_restr_jd_i_sur, &jac_data_sur, NULL));
104   }
105 
106   PetscCall(QDataBoundaryGet(ceed, dm, domain_label, label_value, elem_restr_x_sur, basis_x_sur, ceed_data->x_coord, &elem_restr_qd_i_sur,
107                              &q_data_sur, &q_data_size_sur));
108 
109   // CEED Operator for Physics
110   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_apply_bc, NULL, NULL, &op_apply_bc));
111   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "q", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
112   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "Grad_q", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
113   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "surface qdata", elem_restr_qd_i_sur, CEED_BASIS_NONE, q_data_sur));
114   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "x", elem_restr_x_sur, basis_x_sur, ceed_data->x_coord));
115   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "v", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
116   if (elem_restr_jd_i_sur)
117     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "surface jacobian data", elem_restr_jd_i_sur, CEED_BASIS_NONE, jac_data_sur));
118 
119   if (qf_apply_bc_jacobian && elem_restr_jd_i_sur) {
120     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_apply_bc_jacobian, NULL, NULL, &op_apply_bc_jacobian));
121     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "dq", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
122     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "Grad_dq", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
123     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "surface qdata", elem_restr_qd_i_sur, CEED_BASIS_NONE, q_data_sur));
124     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "x", elem_restr_x_sur, basis_x_sur, ceed_data->x_coord));
125     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "surface jacobian data", elem_restr_jd_i_sur, CEED_BASIS_NONE, jac_data_sur));
126     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "v", elem_restr_q_sur, basis_q_sur, CEED_VECTOR_ACTIVE));
127   }
128 
129   // Apply Sub-Operator for Physics
130   PetscCallCeed(ceed, CeedCompositeOperatorAddSub(op_apply, op_apply_bc));
131   if (op_apply_bc_jacobian) PetscCallCeed(ceed, CeedCompositeOperatorAddSub(op_apply_ijacobian, op_apply_bc_jacobian));
132 
133   PetscCallCeed(ceed, CeedVectorDestroy(&q_data_sur));
134   PetscCallCeed(ceed, CeedVectorDestroy(&jac_data_sur));
135   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_q_sur));
136   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_x_sur));
137   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd_i_sur));
138   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_jd_i_sur));
139   PetscCallCeed(ceed, CeedOperatorDestroy(&op_apply_bc));
140   PetscCallCeed(ceed, CeedOperatorDestroy(&op_apply_bc_jacobian));
141   PetscFunctionReturn(PETSC_SUCCESS);
142 }
143 
144 static PetscErrorCode SetupBCQFunctions(Ceed ceed, PetscInt dim_sur, PetscInt num_comp_x, PetscInt num_comp_q, PetscInt q_data_size_sur,
145                                         PetscInt jac_data_size_sur, ProblemQFunctionSpec apply_bc, ProblemQFunctionSpec apply_bc_jacobian,
146                                         CeedQFunction *qf_apply_bc, CeedQFunction *qf_apply_bc_jacobian) {
147   PetscFunctionBeginUser;
148   if (apply_bc.qf_func_ptr) {
149     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, apply_bc.qf_func_ptr, apply_bc.qf_loc, qf_apply_bc));
150     PetscCallCeed(ceed, CeedQFunctionSetContext(*qf_apply_bc, apply_bc.qfctx));
151     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(*qf_apply_bc, 0));
152     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "q", num_comp_q, CEED_EVAL_INTERP));
153     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "Grad_q", num_comp_q * dim_sur, CEED_EVAL_GRAD));
154     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "surface qdata", q_data_size_sur, CEED_EVAL_NONE));
155     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "x", num_comp_x, CEED_EVAL_INTERP));
156     PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc, "v", num_comp_q, CEED_EVAL_INTERP));
157     if (jac_data_size_sur) PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc, "surface jacobian data", jac_data_size_sur, CEED_EVAL_NONE));
158   }
159   if (apply_bc_jacobian.qf_func_ptr) {
160     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, apply_bc_jacobian.qf_func_ptr, apply_bc_jacobian.qf_loc, qf_apply_bc_jacobian));
161     PetscCallCeed(ceed, CeedQFunctionSetContext(*qf_apply_bc_jacobian, apply_bc_jacobian.qfctx));
162     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(*qf_apply_bc_jacobian, 0));
163     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "dq", num_comp_q, CEED_EVAL_INTERP));
164     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "Grad_dq", num_comp_q * dim_sur, CEED_EVAL_GRAD));
165     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "surface qdata", q_data_size_sur, CEED_EVAL_NONE));
166     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "x", num_comp_x, CEED_EVAL_INTERP));
167     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "surface jacobian data", jac_data_size_sur, CEED_EVAL_NONE));
168     PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc_jacobian, "v", num_comp_q, CEED_EVAL_INTERP));
169   }
170   PetscFunctionReturn(PETSC_SUCCESS);
171 }
172 
173 // Utility function to add boundary operators to the composite operator
174 static PetscErrorCode AddBCSubOperators(User user, Ceed ceed, DM dm, SimpleBC bc, ProblemData problem, CeedData ceed_data, CeedOperator op_apply,
175                                         CeedOperator op_apply_ijacobian) {
176   CeedInt       height = 1, num_comp_q, num_comp_x;
177   CeedInt       P_sur = user->app_ctx->degree + 1, Q_sur = P_sur + user->app_ctx->q_extra, dim_sur, q_data_size_sur;
178   const CeedInt jac_data_size_sur = user->phys->implicit ? problem->jac_data_size_sur : 0;
179   PetscInt      dim;
180   DMLabel       face_sets_label;
181   CeedBasis     basis_q_sur, basis_x_sur;
182 
183   PetscFunctionBeginUser;
184   PetscCall(DMGetDimension(dm, &dim));
185   PetscCall(QDataBoundaryGetNumComponents(dm, &q_data_size_sur));
186   dim_sur = dim - height;
187   {  // Get number of components and coordinate dimension from op_apply
188     CeedOperator       *sub_ops;
189     CeedOperatorField   field;
190     PetscInt            sub_op_index = 0;  // will be 0 for the volume op
191     CeedElemRestriction elem_restr_q, elem_restr_x;
192 
193     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(op_apply, &sub_ops));
194     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "q", &field));
195     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_q));
196     PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_q, &num_comp_q));
197 
198     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "x", &field));
199     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_x));
200     PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_x, &num_comp_x));
201   }
202 
203   {  // Get bases
204     DM dm_coord;
205 
206     PetscCall(DMGetCoordinateDM(dm, &dm_coord));
207     DMLabel  label       = NULL;
208     PetscInt label_value = 0;
209     PetscInt field       = 0;
210     PetscCall(CreateBasisFromPlex(ceed, dm, label, label_value, height, field, &basis_q_sur));
211     PetscCall(CreateBasisFromPlex(ceed, dm_coord, label, label_value, height, field, &basis_x_sur));
212   }
213 
214   PetscCall(DMGetLabel(dm, "Face Sets", &face_sets_label));
215 
216   {  // --- Create Sub-Operator for inflow boundaries
217     CeedQFunction qf_apply_inflow = NULL, qf_apply_inflow_jacobian = NULL;
218 
219     PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_inflow,
220                                 problem->apply_inflow_jacobian, &qf_apply_inflow, &qf_apply_inflow_jacobian));
221     for (CeedInt i = 0; i < bc->num_inflow; i++) {
222       PetscCall(AddBCSubOperator(ceed, dm, ceed_data, face_sets_label, bc->inflows[i], height, Q_sur, q_data_size_sur, jac_data_size_sur, basis_q_sur,
223                                  basis_x_sur, qf_apply_inflow, qf_apply_inflow_jacobian, op_apply, op_apply_ijacobian));
224     }
225     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_inflow));
226     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_inflow_jacobian));
227   }
228 
229   {  // --- Create Sub-Operator for outflow boundaries
230     CeedQFunction qf_apply_outflow = NULL, qf_apply_outflow_jacobian = NULL;
231 
232     PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_outflow,
233                                 problem->apply_outflow_jacobian, &qf_apply_outflow, &qf_apply_outflow_jacobian));
234     for (CeedInt i = 0; i < bc->num_outflow; i++) {
235       PetscCall(AddBCSubOperator(ceed, dm, ceed_data, face_sets_label, bc->outflows[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
236                                  basis_q_sur, basis_x_sur, qf_apply_outflow, qf_apply_outflow_jacobian, op_apply, op_apply_ijacobian));
237     }
238     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_outflow));
239     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_outflow_jacobian));
240   }
241 
242   {  // --- Create Sub-Operator for freestream boundaries
243     CeedQFunction qf_apply_freestream = NULL, qf_apply_freestream_jacobian = NULL;
244 
245     PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_freestream,
246                                 problem->apply_freestream_jacobian, &qf_apply_freestream, &qf_apply_freestream_jacobian));
247     for (CeedInt i = 0; i < bc->num_freestream; i++) {
248       PetscCall(AddBCSubOperator(ceed, dm, ceed_data, face_sets_label, bc->freestreams[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
249                                  basis_q_sur, basis_x_sur, qf_apply_freestream, qf_apply_freestream_jacobian, op_apply, op_apply_ijacobian));
250     }
251     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_freestream));
252     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_freestream_jacobian));
253   }
254 
255   {  // --- Create Sub-Operator for slip boundaries
256     CeedQFunction qf_apply_slip = NULL, qf_apply_slip_jacobian = NULL;
257 
258     PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_slip,
259                                 problem->apply_slip_jacobian, &qf_apply_slip, &qf_apply_slip_jacobian));
260     for (CeedInt i = 0; i < bc->num_slip; i++) {
261       PetscCall(AddBCSubOperator(ceed, dm, ceed_data, face_sets_label, bc->slips[i], height, Q_sur, q_data_size_sur, jac_data_size_sur, basis_q_sur,
262                                  basis_x_sur, qf_apply_slip, qf_apply_slip_jacobian, op_apply, op_apply_ijacobian));
263     }
264     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_slip));
265     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_apply_slip_jacobian));
266   }
267 
268   PetscCallCeed(ceed, CeedBasisDestroy(&basis_q_sur));
269   PetscCallCeed(ceed, CeedBasisDestroy(&basis_x_sur));
270   PetscFunctionReturn(PETSC_SUCCESS);
271 }
272 
273 PetscErrorCode SetupLibceed(Ceed ceed, CeedData ceed_data, DM dm, User user, AppCtx app_ctx, ProblemData problem, SimpleBC bc) {
274   const PetscInt      num_comp_q = 5;
275   PetscInt            dim;
276   CeedInt             jac_data_size_vol = problem->jac_data_size_vol, num_comp_x, q_data_size_vol;
277   CeedElemRestriction elem_restr_jd_i   = NULL, elem_restr_qd;
278   CeedVector          jac_data          = NULL, q_data;
279   CeedOperator        op_ifunction_vol = NULL, op_rhs_vol = NULL, op_ijacobian_vol = NULL;
280 
281   PetscFunctionBeginUser;
282   PetscCall(DMGetDimension(dm, &dim));
283   num_comp_x = dim;
284 
285   CeedElemRestriction elem_restr_diff_flux = NULL;
286   CeedVector          div_diff_flux_ceed   = NULL;
287   CeedBasis           basis_diff_flux      = NULL;
288   CeedEvalMode        eval_mode_diff_flux  = -1;
289   {  // Create bases and element restrictions
290     DMLabel  domain_label = NULL;
291     PetscInt label_value = 0, height = 0, dm_field = 0;
292     DM       dm_coord;
293 
294     PetscCall(DMGetCoordinateDM(dm, &dm_coord));
295     PetscCall(CreateBasisFromPlex(ceed, dm, domain_label, label_value, height, dm_field, &ceed_data->basis_q));
296     PetscCall(CreateBasisFromPlex(ceed, dm_coord, domain_label, label_value, height, dm_field, &ceed_data->basis_x));
297 
298     PetscCall(DMPlexCeedElemRestrictionCreate(ceed, dm, domain_label, label_value, height, 0, &ceed_data->elem_restr_q));
299     PetscCall(DMPlexCeedElemRestrictionCoordinateCreate(ceed, dm, domain_label, label_value, height, &ceed_data->elem_restr_x));
300     if (jac_data_size_vol) {
301       PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, jac_data_size_vol, &elem_restr_jd_i));
302       PetscCallCeed(ceed, CeedElemRestrictionCreateVector(elem_restr_jd_i, &jac_data, NULL));
303     }
304 
305     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_ceed, NULL));
306     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_dot_ceed, NULL));
307     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->g_ceed, NULL));
308     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_x, &ceed_data->x_coord, NULL));
309 
310     {  // -- Copy PETSc coordinate vector into CEED vector
311       Vec X_loc;
312       DM  cdm;
313 
314       PetscCall(DMGetCellCoordinateDM(dm, &cdm));
315       if (cdm) {
316         PetscCall(DMGetCellCoordinatesLocal(dm, &X_loc));
317       } else {
318         PetscCall(DMGetCoordinatesLocal(dm, &X_loc));
319       }
320       PetscCall(VecScale(X_loc, user->units->meter));
321       PetscCall(VecCopyPetscToCeed(X_loc, ceed_data->x_coord));
322     }
323 
324     PetscCall(QDataGet(ceed, dm, domain_label, label_value, ceed_data->elem_restr_x, ceed_data->basis_x, ceed_data->x_coord, &elem_restr_qd, &q_data,
325                        &q_data_size_vol));
326   }
327 
328   if (app_ctx->divFdiffproj_method != DIV_DIFF_FLUX_PROJ_NONE)
329     PetscCall(DivDiffFluxProjectionGetOperatorFieldData(user->diff_flux_proj, &elem_restr_diff_flux, &basis_diff_flux, &div_diff_flux_ceed,
330                                                         &eval_mode_diff_flux));
331 
332   {  // -- Create QFunction for ICs
333     CeedBasis     basis_xc;
334     CeedQFunction qf_ics;
335     CeedOperator  op_ics;
336 
337     PetscCallCeed(ceed, CeedBasisCreateProjection(ceed_data->basis_x, ceed_data->basis_q, &basis_xc));
338     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->ics.qf_func_ptr, problem->ics.qf_loc, &qf_ics));
339     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_ics, problem->ics.qfctx));
340     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_ics, 0));
341     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ics, "x", num_comp_x, CEED_EVAL_INTERP));
342     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ics, "dx", num_comp_x * dim, CEED_EVAL_GRAD));
343     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ics, "q0", num_comp_q, CEED_EVAL_NONE));
344 
345     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_ics, NULL, NULL, &op_ics));
346     PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "x", ceed_data->elem_restr_x, basis_xc, CEED_VECTOR_ACTIVE));
347     PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "dx", ceed_data->elem_restr_x, basis_xc, CEED_VECTOR_ACTIVE));
348     PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "q0", ceed_data->elem_restr_q, CEED_BASIS_NONE, CEED_VECTOR_ACTIVE));
349     PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(op_ics, "evaluation time", &user->phys->ics_time_label));
350     PetscCall(OperatorApplyContextCreate(NULL, dm, user->ceed, op_ics, ceed_data->x_coord, NULL, NULL, user->Q_loc, &ceed_data->op_ics_ctx));
351 
352     PetscCallCeed(ceed, CeedBasisDestroy(&basis_xc));
353     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_ics));
354     PetscCallCeed(ceed, CeedOperatorDestroy(&op_ics));
355   }
356 
357   if (problem->apply_vol_rhs.qf_func_ptr) {
358     CeedQFunction qf_rhs_vol;
359 
360     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_rhs.qf_func_ptr, problem->apply_vol_rhs.qf_loc, &qf_rhs_vol));
361     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_rhs_vol, problem->apply_vol_rhs.qfctx));
362     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_rhs_vol, 0));
363     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_vol, "q", num_comp_q, CEED_EVAL_INTERP));
364     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_vol, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
365     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
366     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_vol, "x", num_comp_x, CEED_EVAL_INTERP));
367     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_rhs_vol, "v", num_comp_q, CEED_EVAL_INTERP));
368     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_rhs_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
369 
370     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_rhs_vol, NULL, NULL, &op_rhs_vol));
371     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
372     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
373     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
374     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "x", ceed_data->elem_restr_x, ceed_data->basis_x, ceed_data->x_coord));
375     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
376     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_vol, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
377 
378     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_rhs_vol));
379   }
380 
381   if (problem->apply_vol_ifunction.qf_func_ptr) {
382     CeedQFunction qf_ifunction_vol;
383 
384     PetscCallCeed(
385         ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ifunction.qf_func_ptr, problem->apply_vol_ifunction.qf_loc, &qf_ifunction_vol));
386     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_ifunction_vol, problem->apply_vol_ifunction.qfctx));
387     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_ifunction_vol, 0));
388     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "q", num_comp_q, CEED_EVAL_INTERP));
389     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
390     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "q dot", num_comp_q, CEED_EVAL_INTERP));
391     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
392     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "x", num_comp_x, CEED_EVAL_INTERP));
393     if (app_ctx->divFdiffproj_method != DIV_DIFF_FLUX_PROJ_NONE)
394       PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ifunction_vol, "div F_diff", user->diff_flux_proj->num_diff_flux_comps, eval_mode_diff_flux));
395     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ifunction_vol, "v", num_comp_q, CEED_EVAL_INTERP));
396     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ifunction_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
397     if (jac_data_size_vol) PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ifunction_vol, "jac_data", jac_data_size_vol, CEED_EVAL_NONE));
398 
399     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_ifunction_vol, NULL, NULL, &op_ifunction_vol));
400     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
401     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
402     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "q dot", ceed_data->elem_restr_q, ceed_data->basis_q, user->q_dot_ceed));
403     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
404     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "x", ceed_data->elem_restr_x, ceed_data->basis_x, ceed_data->x_coord));
405     if (app_ctx->divFdiffproj_method != DIV_DIFF_FLUX_PROJ_NONE)
406       PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "div F_diff", elem_restr_diff_flux, basis_diff_flux, div_diff_flux_ceed));
407     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
408     PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
409     if (jac_data_size_vol) PetscCallCeed(ceed, CeedOperatorSetField(op_ifunction_vol, "jac_data", elem_restr_jd_i, CEED_BASIS_NONE, jac_data));
410 
411     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_ifunction_vol));
412   }
413 
414   if (problem->apply_vol_ijacobian.qf_func_ptr) {
415     CeedQFunction qf_ijacobian_vol;
416 
417     PetscCallCeed(
418         ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ijacobian.qf_func_ptr, problem->apply_vol_ijacobian.qf_loc, &qf_ijacobian_vol));
419     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_ijacobian_vol, problem->apply_vol_ijacobian.qfctx));
420     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_ijacobian_vol, 0));
421     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "dq", num_comp_q, CEED_EVAL_INTERP));
422     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "Grad_dq", num_comp_q * dim, CEED_EVAL_GRAD));
423     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
424     if (jac_data_size_vol) PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "jac_data", jac_data_size_vol, CEED_EVAL_NONE));
425     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ijacobian_vol, "v", num_comp_q, CEED_EVAL_INTERP));
426     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ijacobian_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
427 
428     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_ijacobian_vol, NULL, NULL, &op_ijacobian_vol));
429     PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "dq", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
430     PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "Grad_dq", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
431     PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
432     if (jac_data_size_vol) PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "jac_data", elem_restr_jd_i, CEED_BASIS_NONE, jac_data));
433     PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
434     PetscCallCeed(ceed, CeedOperatorSetField(op_ijacobian_vol, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
435 
436     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_ijacobian_vol));
437   }
438 
439   // -- Create and apply CEED Composite Operator for the entire domain
440   if (!user->phys->implicit) {  // RHS
441     CeedOperator op_rhs;
442 
443     PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, &op_rhs));
444     PetscCallCeed(ceed, CeedCompositeOperatorAddSub(op_rhs, op_rhs_vol));
445     PetscCall(AddBCSubOperators(user, ceed, dm, bc, problem, ceed_data, op_rhs, NULL));
446 
447     PetscCall(OperatorApplyContextCreate(dm, dm, ceed, op_rhs, user->q_ceed, user->g_ceed, user->Q_loc, NULL, &user->op_rhs_ctx));
448 
449     // ----- Get Context Labels for Operator
450     PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(op_rhs, "solution time", &user->phys->solution_time_label));
451     PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(op_rhs, "timestep size", &user->phys->timestep_size_label));
452 
453     PetscCallCeed(ceed, CeedOperatorDestroy(&op_rhs));
454     PetscCall(CreateKSPMass(user, problem));
455     PetscCheck(app_ctx->sgs_model_type == SGS_MODEL_NONE, user->comm, PETSC_ERR_SUP, "SGS modeling not implemented for explicit timestepping");
456   } else {  // IFunction
457     CeedOperator op_ijacobian = NULL;
458 
459     // Create Composite Operaters
460     PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, &user->op_ifunction));
461     PetscCallCeed(ceed, CeedCompositeOperatorAddSub(user->op_ifunction, op_ifunction_vol));
462     if (op_ijacobian_vol) {
463       PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, &op_ijacobian));
464       PetscCallCeed(ceed, CeedCompositeOperatorAddSub(op_ijacobian, op_ijacobian_vol));
465     }
466     PetscCall(AddBCSubOperators(user, ceed, dm, bc, problem, ceed_data, user->op_ifunction, op_ijacobian));
467 
468     // ----- Get Context Labels for Operator
469     PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(user->op_ifunction, "solution time", &user->phys->solution_time_label));
470     PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(user->op_ifunction, "timestep size", &user->phys->timestep_size_label));
471 
472     if (op_ijacobian) {
473       PetscCall(MatCreateCeed(user->dm, user->dm, op_ijacobian, NULL, &user->mat_ijacobian));
474       PetscCall(MatCeedSetLocalVectors(user->mat_ijacobian, user->Q_dot_loc, NULL));
475       PetscCallCeed(ceed, CeedOperatorDestroy(&op_ijacobian));
476     }
477     if (app_ctx->sgs_model_type == SGS_MODEL_DATA_DRIVEN) PetscCall(SgsDDSetup(ceed, user, ceed_data, problem));
478   }
479 
480   if (problem->use_strong_bc_ceed) PetscCall(SetupStrongBC_Ceed(ceed, ceed_data, dm, user, problem, bc));
481   if (app_ctx->turb_spanstats_enable) PetscCall(TurbulenceStatisticsSetup(ceed, user, ceed_data, problem));
482   if (app_ctx->diff_filter_monitor && !user->diff_filter) PetscCall(DifferentialFilterSetup(ceed, user, ceed_data, problem));
483   if (app_ctx->sgs_train_enable) PetscCall(SGS_DD_TrainingSetup(ceed, user, ceed_data, problem));
484   if (app_ctx->divFdiffproj_method != DIV_DIFF_FLUX_PROJ_NONE) PetscCall(DivDiffFluxProjectionSetup(ceed, user, ceed_data, problem));
485 
486   PetscCallCeed(ceed, CeedVectorDestroy(&q_data));
487   PetscCallCeed(ceed, CeedVectorDestroy(&jac_data));
488   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd));
489   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_jd_i));
490   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_diff_flux));
491   PetscCallCeed(ceed, CeedBasisDestroy(&basis_diff_flux));
492   PetscCallCeed(ceed, CeedVectorDestroy(&div_diff_flux_ceed));
493   PetscCallCeed(ceed, CeedOperatorDestroy(&op_ijacobian_vol));
494   PetscCallCeed(ceed, CeedOperatorDestroy(&op_ifunction_vol));
495   PetscCallCeed(ceed, CeedOperatorDestroy(&op_rhs_vol));
496   PetscFunctionReturn(PETSC_SUCCESS);
497 }
498