xref: /honee/src/setuplibceed.c (revision 40674ba84ae51d79c86786e7b4d338e355222724)
1 // Copyright (c) 2017-2024, 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 <ceed.h>
12 #include <petscdmplex.h>
13 
14 #include "../navierstokes.h"
15 
16 // @brief Create CeedOperator for unstabilized mass KSP for explicit timestepping
17 static PetscErrorCode CreateKSPMassOperator_Unstabilized(User user, CeedOperator *op_mass) {
18   Ceed                ceed = user->ceed;
19   CeedInt             num_comp_q, q_data_size;
20   CeedQFunction       qf_mass;
21   CeedElemRestriction elem_restr_q, elem_restr_qd_i;
22   CeedBasis           basis_q;
23   CeedVector          q_data;
24 
25   PetscFunctionBeginUser;
26   {  // Get restriction and basis from the RHS function
27     CeedOperator     *sub_ops;
28     CeedOperatorField field;
29     PetscInt          sub_op_index = 0;  // will be 0 for the volume op
30 
31     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(user->op_rhs_ctx->op, &sub_ops));
32     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "q", &field));
33     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_q));
34     PetscCallCeed(ceed, CeedOperatorFieldGetBasis(field, &basis_q));
35 
36     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "qdata", &field));
37     PetscCallCeed(ceed, CeedOperatorFieldGetElemRestriction(field, &elem_restr_qd_i));
38     PetscCallCeed(ceed, CeedOperatorFieldGetVector(field, &q_data));
39   }
40 
41   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_q, &num_comp_q));
42   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_qd_i, &q_data_size));
43 
44   PetscCall(CreateMassQFunction(ceed, num_comp_q, q_data_size, &qf_mass));
45   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_mass, NULL, NULL, op_mass));
46   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "u", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
47   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "qdata", elem_restr_qd_i, CEED_BASIS_NONE, q_data));
48   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "v", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
49 
50   PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_mass));
51   PetscFunctionReturn(PETSC_SUCCESS);
52 }
53 
54 // @brief Create KSP to solve the inverse mass operator for explicit time stepping schemes
55 static PetscErrorCode CreateKSPMass(User user, ProblemData *problem) {
56   Ceed         ceed = user->ceed;
57   DM           dm   = user->dm;
58   CeedOperator op_mass;
59 
60   PetscFunctionBeginUser;
61   if (problem->create_mass_operator) PetscCall(problem->create_mass_operator(user, &op_mass));
62   else PetscCall(CreateKSPMassOperator_Unstabilized(user, &op_mass));
63 
64   {  // -- Setup KSP for mass operator
65     Mat      mat_mass;
66     Vec      Zeros_loc;
67     MPI_Comm comm = PetscObjectComm((PetscObject)dm);
68 
69     PetscCall(DMCreateLocalVector(dm, &Zeros_loc));
70     PetscCall(VecZeroEntries(Zeros_loc));
71     PetscCall(MatCeedCreate(dm, dm, op_mass, NULL, &mat_mass));
72     PetscCall(MatCeedSetLocalVectors(mat_mass, Zeros_loc, NULL));
73 
74     PetscCall(KSPCreate(comm, &user->mass_ksp));
75     PetscCall(KSPSetOptionsPrefix(user->mass_ksp, "mass_"));
76     {  // lumped by default
77       PC pc;
78       PetscCall(KSPGetPC(user->mass_ksp, &pc));
79       PetscCall(PCSetType(pc, PCJACOBI));
80       PetscCall(PCJacobiSetType(pc, PC_JACOBI_ROWSUM));
81       PetscCall(KSPSetType(user->mass_ksp, KSPPREONLY));
82     }
83     PetscCall(KSPSetFromOptions_WithMatCeed(user->mass_ksp, mat_mass));
84     PetscCall(KSPSetFromOptions(user->mass_ksp));
85     PetscCall(VecDestroy(&Zeros_loc));
86     PetscCall(MatDestroy(&mat_mass));
87   }
88 
89   PetscCallCeed(ceed, CeedOperatorDestroy(&op_mass));
90   PetscFunctionReturn(PETSC_SUCCESS);
91 }
92 
93 PetscErrorCode AddBCSubOperator(Ceed ceed, DM dm, CeedData ceed_data, DMLabel domain_label, PetscInt label_value, CeedInt height, CeedInt Q_sur,
94                                 CeedInt q_data_size_sur, CeedInt jac_data_size_sur, CeedQFunction qf_apply_bc, CeedQFunction qf_apply_bc_jacobian,
95                                 CeedOperator *op_apply, CeedOperator *op_apply_ijacobian) {
96   CeedVector          q_data_sur, jac_data_sur = NULL;
97   CeedOperator        op_setup_sur, op_apply_bc, op_apply_bc_jacobian = NULL;
98   CeedElemRestriction elem_restr_x_sur, elem_restr_q_sur, elem_restr_qd_i_sur, elem_restr_jd_i_sur = NULL;
99   CeedInt             num_qpts_sur, dm_field = 0;
100 
101   PetscFunctionBeginUser;
102   // --- Get number of quadrature points for the boundaries
103   PetscCallCeed(ceed, CeedBasisGetNumQuadraturePoints(ceed_data->basis_q_sur, &num_qpts_sur));
104 
105   // ---- CEED Restriction
106   PetscCall(DMPlexCeedElemRestrictionCreate(ceed, dm, domain_label, label_value, height, dm_field, &elem_restr_q_sur));
107   PetscCall(DMPlexCeedElemRestrictionCoordinateCreate(ceed, dm, domain_label, label_value, height, &elem_restr_x_sur));
108   PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, q_data_size_sur, &elem_restr_qd_i_sur));
109   if (jac_data_size_sur > 0) {
110     // State-dependent data will be passed from residual to Jacobian. This will be collocated.
111     PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, jac_data_size_sur, &elem_restr_jd_i_sur));
112     PetscCallCeed(ceed, CeedElemRestrictionCreateVector(elem_restr_jd_i_sur, &jac_data_sur, NULL));
113   }
114 
115   // ---- CEED Vector
116   CeedInt loc_num_elem_sur;
117   PetscCallCeed(ceed, CeedElemRestrictionGetNumElements(elem_restr_q_sur, &loc_num_elem_sur));
118   PetscCallCeed(ceed, CeedVectorCreate(ceed, q_data_size_sur * loc_num_elem_sur * num_qpts_sur, &q_data_sur));
119 
120   // ---- CEED Operator
121   // ----- CEED Operator for Setup (geometric factors)
122   PetscCallCeed(ceed, CeedOperatorCreate(ceed, ceed_data->qf_setup_sur, NULL, NULL, &op_setup_sur));
123   PetscCallCeed(ceed, CeedOperatorSetField(op_setup_sur, "dx", elem_restr_x_sur, ceed_data->basis_x_sur, CEED_VECTOR_ACTIVE));
124   PetscCallCeed(ceed, CeedOperatorSetField(op_setup_sur, "weight", CEED_ELEMRESTRICTION_NONE, ceed_data->basis_x_sur, CEED_VECTOR_NONE));
125   PetscCallCeed(ceed, CeedOperatorSetField(op_setup_sur, "surface qdata", elem_restr_qd_i_sur, CEED_BASIS_NONE, CEED_VECTOR_ACTIVE));
126 
127   // ----- CEED Operator for Physics
128   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_apply_bc, NULL, NULL, &op_apply_bc));
129   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "q", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
130   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "Grad_q", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
131   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "surface qdata", elem_restr_qd_i_sur, CEED_BASIS_NONE, q_data_sur));
132   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "x", elem_restr_x_sur, ceed_data->basis_x_sur, ceed_data->x_coord));
133   PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "v", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
134   if (elem_restr_jd_i_sur)
135     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc, "surface jacobian data", elem_restr_jd_i_sur, CEED_BASIS_NONE, jac_data_sur));
136 
137   if (qf_apply_bc_jacobian && elem_restr_jd_i_sur) {
138     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_apply_bc_jacobian, NULL, NULL, &op_apply_bc_jacobian));
139     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "dq", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
140     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "Grad_dq", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
141     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "surface qdata", elem_restr_qd_i_sur, CEED_BASIS_NONE, q_data_sur));
142     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "x", elem_restr_x_sur, ceed_data->basis_x_sur, ceed_data->x_coord));
143     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "surface jacobian data", elem_restr_jd_i_sur, CEED_BASIS_NONE, jac_data_sur));
144     PetscCallCeed(ceed, CeedOperatorSetField(op_apply_bc_jacobian, "v", elem_restr_q_sur, ceed_data->basis_q_sur, CEED_VECTOR_ACTIVE));
145   }
146 
147   // ----- Apply CEED operator for Setup
148   PetscCallCeed(ceed, CeedOperatorApply(op_setup_sur, ceed_data->x_coord, q_data_sur, CEED_REQUEST_IMMEDIATE));
149 
150   // ----- Apply Sub-Operator for Physics
151   PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_apply, op_apply_bc));
152   if (op_apply_bc_jacobian) PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_apply_ijacobian, op_apply_bc_jacobian));
153 
154   // ----- Cleanup
155   PetscCallCeed(ceed, CeedVectorDestroy(&q_data_sur));
156   PetscCallCeed(ceed, CeedVectorDestroy(&jac_data_sur));
157   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_q_sur));
158   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_x_sur));
159   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd_i_sur));
160   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_jd_i_sur));
161   PetscCallCeed(ceed, CeedOperatorDestroy(&op_setup_sur));
162   PetscCallCeed(ceed, CeedOperatorDestroy(&op_apply_bc));
163   PetscCallCeed(ceed, CeedOperatorDestroy(&op_apply_bc_jacobian));
164   PetscFunctionReturn(PETSC_SUCCESS);
165 }
166 
167 // Utility function to create CEED Composite Operator for the entire domain
168 PetscErrorCode CreateOperatorForDomain(Ceed ceed, DM dm, SimpleBC bc, CeedData ceed_data, Physics phys, CeedOperator op_apply_vol,
169                                        CeedOperator op_apply_ijacobian_vol, CeedInt height, CeedInt P_sur, CeedInt Q_sur, CeedInt q_data_size_sur,
170                                        CeedInt jac_data_size_sur, CeedOperator *op_apply, CeedOperator *op_apply_ijacobian) {
171   DMLabel domain_label;
172 
173   PetscFunctionBeginUser;
174   // Create Composite Operaters
175   PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, op_apply));
176   if (op_apply_ijacobian) PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, op_apply_ijacobian));
177 
178   // --Apply Sub-Operator for the volume
179   PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_apply, op_apply_vol));
180   if (op_apply_ijacobian) PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_apply_ijacobian, op_apply_ijacobian_vol));
181 
182   // -- Create Sub-Operator for in/outflow BCs
183   PetscCall(DMGetLabel(dm, "Face Sets", &domain_label));
184 
185   // --- Create Sub-Operator for inflow boundaries
186   for (CeedInt i = 0; i < bc->num_inflow; i++) {
187     PetscCall(AddBCSubOperator(ceed, dm, ceed_data, domain_label, bc->inflows[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
188                                ceed_data->qf_apply_inflow, ceed_data->qf_apply_inflow_jacobian, op_apply, op_apply_ijacobian));
189   }
190   // --- Create Sub-Operator for outflow boundaries
191   for (CeedInt i = 0; i < bc->num_outflow; i++) {
192     PetscCall(AddBCSubOperator(ceed, dm, ceed_data, domain_label, bc->outflows[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
193                                ceed_data->qf_apply_outflow, ceed_data->qf_apply_outflow_jacobian, op_apply, op_apply_ijacobian));
194   }
195   // --- Create Sub-Operator for freestream boundaries
196   for (CeedInt i = 0; i < bc->num_freestream; i++) {
197     PetscCall(AddBCSubOperator(ceed, dm, ceed_data, domain_label, bc->freestreams[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
198                                ceed_data->qf_apply_freestream, ceed_data->qf_apply_freestream_jacobian, op_apply, op_apply_ijacobian));
199   }
200   // --- Create Sub-Operator for slip boundaries
201   for (CeedInt i = 0; i < bc->num_slip; i++) {
202     PetscCall(AddBCSubOperator(ceed, dm, ceed_data, domain_label, bc->slips[i], height, Q_sur, q_data_size_sur, jac_data_size_sur,
203                                ceed_data->qf_apply_slip, ceed_data->qf_apply_slip_jacobian, op_apply, op_apply_ijacobian));
204   }
205 
206   // ----- Get Context Labels for Operator
207   PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(*op_apply, "solution time", &phys->solution_time_label));
208   PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(*op_apply, "timestep size", &phys->timestep_size_label));
209   PetscFunctionReturn(PETSC_SUCCESS);
210 }
211 
212 PetscErrorCode SetupBCQFunctions(Ceed ceed, PetscInt dim_sur, PetscInt num_comp_x, PetscInt num_comp_q, PetscInt q_data_size_sur,
213                                  PetscInt jac_data_size_sur, ProblemQFunctionSpec apply_bc, ProblemQFunctionSpec apply_bc_jacobian,
214                                  CeedQFunction *qf_apply_bc, CeedQFunction *qf_apply_bc_jacobian) {
215   PetscFunctionBeginUser;
216   if (apply_bc.qfunction) {
217     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, apply_bc.qfunction, apply_bc.qfunction_loc, qf_apply_bc));
218     PetscCallCeed(ceed, CeedQFunctionSetContext(*qf_apply_bc, apply_bc.qfunction_context));
219     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(*qf_apply_bc, 0));
220     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "q", num_comp_q, CEED_EVAL_INTERP));
221     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "Grad_q", num_comp_q * dim_sur, CEED_EVAL_GRAD));
222     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "surface qdata", q_data_size_sur, CEED_EVAL_NONE));
223     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc, "x", num_comp_x, CEED_EVAL_INTERP));
224     PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc, "v", num_comp_q, CEED_EVAL_INTERP));
225     if (jac_data_size_sur) PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc, "surface jacobian data", jac_data_size_sur, CEED_EVAL_NONE));
226   }
227   if (apply_bc_jacobian.qfunction) {
228     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, apply_bc_jacobian.qfunction, apply_bc_jacobian.qfunction_loc, qf_apply_bc_jacobian));
229     PetscCallCeed(ceed, CeedQFunctionSetContext(*qf_apply_bc_jacobian, apply_bc_jacobian.qfunction_context));
230     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(*qf_apply_bc_jacobian, 0));
231     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "dq", num_comp_q, CEED_EVAL_INTERP));
232     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "Grad_dq", num_comp_q * dim_sur, CEED_EVAL_GRAD));
233     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "surface qdata", q_data_size_sur, CEED_EVAL_NONE));
234     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "x", num_comp_x, CEED_EVAL_INTERP));
235     PetscCallCeed(ceed, CeedQFunctionAddInput(*qf_apply_bc_jacobian, "surface jacobian data", jac_data_size_sur, CEED_EVAL_NONE));
236     PetscCallCeed(ceed, CeedQFunctionAddOutput(*qf_apply_bc_jacobian, "v", num_comp_q, CEED_EVAL_INTERP));
237   }
238   PetscFunctionReturn(PETSC_SUCCESS);
239 }
240 
241 PetscErrorCode SetupLibceed(Ceed ceed, CeedData ceed_data, DM dm, User user, AppCtx app_ctx, ProblemData *problem, SimpleBC bc) {
242   PetscFunctionBeginUser;
243   // *****************************************************************************
244   // Set up CEED objects for the interior domain (volume)
245   // *****************************************************************************
246   const PetscInt num_comp_q = 5;
247   const CeedInt  dim = problem->dim, num_comp_x = problem->dim, q_data_size_vol = problem->q_data_size_vol;
248   CeedInt        jac_data_size_vol = num_comp_q + 6 + 3;
249 
250   if (problem->apply_vol_ifunction.qfunction && problem->uses_newtonian) {
251     NewtonianIdealGasContext gas;
252     PetscCallCeed(ceed, CeedQFunctionContextGetDataRead(problem->apply_vol_ifunction.qfunction_context, CEED_MEM_HOST, &gas));
253     jac_data_size_vol += (gas->idl_enable ? 1 : 0);
254     PetscCallCeed(ceed, CeedQFunctionContextRestoreDataRead(problem->apply_vol_ifunction.qfunction_context, &gas));
255   }
256 
257   CeedElemRestriction elem_restr_jd_i;
258   CeedVector          jac_data;
259   CeedInt             num_qpts;
260   DMLabel             domain_label = NULL;
261   PetscInt            label_value = 0, height = 0, dm_field = 0;
262 
263   // -----------------------------------------------------------------------------
264   // CEED Bases
265   // -----------------------------------------------------------------------------
266   DM dm_coord;
267   PetscCall(DMGetCoordinateDM(dm, &dm_coord));
268 
269   PetscCall(CreateBasisFromPlex(ceed, dm, domain_label, label_value, height, dm_field, &ceed_data->basis_q));
270   PetscCall(CreateBasisFromPlex(ceed, dm_coord, domain_label, label_value, height, dm_field, &ceed_data->basis_x));
271   PetscCallCeed(ceed, CeedBasisCreateProjection(ceed_data->basis_x, ceed_data->basis_q, &ceed_data->basis_xc));
272   PetscCallCeed(ceed, CeedBasisGetNumQuadraturePoints(ceed_data->basis_q, &num_qpts));
273 
274   // -----------------------------------------------------------------------------
275   // CEED Restrictions
276   // -----------------------------------------------------------------------------
277   // -- Create restriction
278   PetscCall(DMPlexCeedElemRestrictionCreate(ceed, dm, domain_label, label_value, height, 0, &ceed_data->elem_restr_q));
279   PetscCall(DMPlexCeedElemRestrictionCoordinateCreate(ceed, dm, domain_label, label_value, height, &ceed_data->elem_restr_x));
280   PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, q_data_size_vol, &ceed_data->elem_restr_qd_i));
281   PetscCall(DMPlexCeedElemRestrictionQDataCreate(ceed, dm, domain_label, label_value, height, jac_data_size_vol, &elem_restr_jd_i));
282   // -- Create E vectors
283   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_ceed, NULL));
284   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->q_dot_ceed, NULL));
285   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_q, &user->g_ceed, NULL));
286 
287   // -----------------------------------------------------------------------------
288   // CEED QFunctions
289   // -----------------------------------------------------------------------------
290   // -- Create QFunction for quadrature data
291   PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->setup_vol.qfunction, problem->setup_vol.qfunction_loc, &ceed_data->qf_setup_vol));
292   if (problem->setup_vol.qfunction_context) {
293     PetscCallCeed(ceed, CeedQFunctionSetContext(ceed_data->qf_setup_vol, problem->setup_vol.qfunction_context));
294   }
295   PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(ceed_data->qf_setup_vol, 0));
296   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_setup_vol, "dx", num_comp_x * dim, CEED_EVAL_GRAD));
297   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_setup_vol, "weight", 1, CEED_EVAL_WEIGHT));
298   PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_setup_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
299 
300   // -- Create QFunction for ICs
301   PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->ics.qfunction, problem->ics.qfunction_loc, &ceed_data->qf_ics));
302   PetscCallCeed(ceed, CeedQFunctionSetContext(ceed_data->qf_ics, problem->ics.qfunction_context));
303   PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(ceed_data->qf_ics, 0));
304   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ics, "x", num_comp_x, CEED_EVAL_INTERP));
305   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ics, "dx", num_comp_x * dim, CEED_EVAL_GRAD));
306   PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_ics, "q0", num_comp_q, CEED_EVAL_NONE));
307 
308   // -- Create QFunction for RHS
309   if (problem->apply_vol_rhs.qfunction) {
310     PetscCallCeed(
311         ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_rhs.qfunction, problem->apply_vol_rhs.qfunction_loc, &ceed_data->qf_rhs_vol));
312     PetscCallCeed(ceed, CeedQFunctionSetContext(ceed_data->qf_rhs_vol, problem->apply_vol_rhs.qfunction_context));
313     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(ceed_data->qf_rhs_vol, 0));
314     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "q", num_comp_q, CEED_EVAL_INTERP));
315     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
316     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
317     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_rhs_vol, "x", num_comp_x, CEED_EVAL_INTERP));
318     PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_rhs_vol, "v", num_comp_q, CEED_EVAL_INTERP));
319     PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_rhs_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
320   }
321 
322   // -- Create QFunction for IFunction
323   if (problem->apply_vol_ifunction.qfunction) {
324     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ifunction.qfunction, problem->apply_vol_ifunction.qfunction_loc,
325                                                     &ceed_data->qf_ifunction_vol));
326     PetscCallCeed(ceed, CeedQFunctionSetContext(ceed_data->qf_ifunction_vol, problem->apply_vol_ifunction.qfunction_context));
327     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(ceed_data->qf_ifunction_vol, 0));
328     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "q", num_comp_q, CEED_EVAL_INTERP));
329     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
330     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "q dot", num_comp_q, CEED_EVAL_INTERP));
331     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
332     PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_ifunction_vol, "x", num_comp_x, CEED_EVAL_INTERP));
333     PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "v", num_comp_q, CEED_EVAL_INTERP));
334     PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
335     PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_ifunction_vol, "jac_data", jac_data_size_vol, CEED_EVAL_NONE));
336   }
337 
338   CeedQFunction qf_ijacobian_vol = NULL;
339   if (problem->apply_vol_ijacobian.qfunction) {
340     PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->apply_vol_ijacobian.qfunction, problem->apply_vol_ijacobian.qfunction_loc,
341                                                     &qf_ijacobian_vol));
342     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_ijacobian_vol, problem->apply_vol_ijacobian.qfunction_context));
343     PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_ijacobian_vol, 0));
344     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "dq", num_comp_q, CEED_EVAL_INTERP));
345     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "Grad_dq", num_comp_q * dim, CEED_EVAL_GRAD));
346     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "qdata", q_data_size_vol, CEED_EVAL_NONE));
347     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_ijacobian_vol, "jac_data", jac_data_size_vol, CEED_EVAL_NONE));
348     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ijacobian_vol, "v", num_comp_q, CEED_EVAL_INTERP));
349     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_ijacobian_vol, "Grad_v", num_comp_q * dim, CEED_EVAL_GRAD));
350   }
351 
352   // ---------------------------------------------------------------------------
353   // Element coordinates
354   // ---------------------------------------------------------------------------
355   // -- Create CEED vector
356   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_x, &ceed_data->x_coord, NULL));
357 
358   // -- Copy PETSc vector in CEED vector
359   Vec X_loc;
360   {
361     DM cdm;
362     PetscCall(DMGetCellCoordinateDM(dm, &cdm));
363     if (cdm) {
364       PetscCall(DMGetCellCoordinatesLocal(dm, &X_loc));
365     } else {
366       PetscCall(DMGetCoordinatesLocal(dm, &X_loc));
367     }
368   }
369   PetscCall(VecScale(X_loc, problem->dm_scale));
370   PetscCall(VecCopyPetscToCeed(X_loc, ceed_data->x_coord));
371 
372   // -----------------------------------------------------------------------------
373   // CEED vectors
374   // -----------------------------------------------------------------------------
375   // -- Create CEED vector for geometric data
376   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(ceed_data->elem_restr_qd_i, &ceed_data->q_data, NULL));
377   PetscCallCeed(ceed, CeedElemRestrictionCreateVector(elem_restr_jd_i, &jac_data, NULL));
378 
379   // -----------------------------------------------------------------------------
380   // CEED Operators
381   // -----------------------------------------------------------------------------
382   // -- Create CEED operator for quadrature data
383   PetscCallCeed(ceed, CeedOperatorCreate(ceed, ceed_data->qf_setup_vol, NULL, NULL, &ceed_data->op_setup_vol));
384   PetscCallCeed(ceed, CeedOperatorSetField(ceed_data->op_setup_vol, "dx", ceed_data->elem_restr_x, ceed_data->basis_x, CEED_VECTOR_ACTIVE));
385   PetscCallCeed(ceed, CeedOperatorSetField(ceed_data->op_setup_vol, "weight", CEED_ELEMRESTRICTION_NONE, ceed_data->basis_x, CEED_VECTOR_NONE));
386   PetscCallCeed(ceed, CeedOperatorSetField(ceed_data->op_setup_vol, "qdata", ceed_data->elem_restr_qd_i, CEED_BASIS_NONE, CEED_VECTOR_ACTIVE));
387 
388   // -- Create CEED operator for ICs
389   CeedOperator op_ics;
390   PetscCallCeed(ceed, CeedOperatorCreate(ceed, ceed_data->qf_ics, NULL, NULL, &op_ics));
391   PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "x", ceed_data->elem_restr_x, ceed_data->basis_xc, CEED_VECTOR_ACTIVE));
392   PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "dx", ceed_data->elem_restr_x, ceed_data->basis_xc, CEED_VECTOR_ACTIVE));
393   PetscCallCeed(ceed, CeedOperatorSetField(op_ics, "q0", ceed_data->elem_restr_q, CEED_BASIS_NONE, CEED_VECTOR_ACTIVE));
394   PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(op_ics, "evaluation time", &user->phys->ics_time_label));
395   PetscCall(OperatorApplyContextCreate(NULL, dm, user->ceed, op_ics, ceed_data->x_coord, NULL, NULL, user->Q_loc, &ceed_data->op_ics_ctx));
396   PetscCallCeed(ceed, CeedOperatorDestroy(&op_ics));
397 
398   // Create CEED operator for RHS
399   if (ceed_data->qf_rhs_vol) {
400     CeedOperator op;
401     PetscCallCeed(ceed, CeedOperatorCreate(ceed, ceed_data->qf_rhs_vol, NULL, NULL, &op));
402     PetscCallCeed(ceed, CeedOperatorSetField(op, "q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
403     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
404     PetscCallCeed(ceed, CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i, CEED_BASIS_NONE, ceed_data->q_data));
405     PetscCallCeed(ceed, CeedOperatorSetField(op, "x", ceed_data->elem_restr_x, ceed_data->basis_x, ceed_data->x_coord));
406     PetscCallCeed(ceed, CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
407     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
408     user->op_rhs_vol = op;
409   }
410 
411   // -- CEED operator for IFunction
412   if (ceed_data->qf_ifunction_vol) {
413     CeedOperator op;
414     PetscCallCeed(ceed, CeedOperatorCreate(ceed, ceed_data->qf_ifunction_vol, NULL, NULL, &op));
415     PetscCallCeed(ceed, CeedOperatorSetField(op, "q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
416     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_q", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
417     PetscCallCeed(ceed, CeedOperatorSetField(op, "q dot", ceed_data->elem_restr_q, ceed_data->basis_q, user->q_dot_ceed));
418     PetscCallCeed(ceed, CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i, CEED_BASIS_NONE, ceed_data->q_data));
419     PetscCallCeed(ceed, CeedOperatorSetField(op, "x", ceed_data->elem_restr_x, ceed_data->basis_x, ceed_data->x_coord));
420     PetscCallCeed(ceed, CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
421     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
422     PetscCallCeed(ceed, CeedOperatorSetField(op, "jac_data", elem_restr_jd_i, CEED_BASIS_NONE, jac_data));
423 
424     user->op_ifunction_vol = op;
425   }
426 
427   CeedOperator op_ijacobian_vol = NULL;
428   if (qf_ijacobian_vol) {
429     CeedOperator op;
430     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_ijacobian_vol, NULL, NULL, &op));
431     PetscCallCeed(ceed, CeedOperatorSetField(op, "dq", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
432     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_dq", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
433     PetscCallCeed(ceed, CeedOperatorSetField(op, "qdata", ceed_data->elem_restr_qd_i, CEED_BASIS_NONE, ceed_data->q_data));
434     PetscCallCeed(ceed, CeedOperatorSetField(op, "jac_data", elem_restr_jd_i, CEED_BASIS_NONE, jac_data));
435     PetscCallCeed(ceed, CeedOperatorSetField(op, "v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
436     PetscCallCeed(ceed, CeedOperatorSetField(op, "Grad_v", ceed_data->elem_restr_q, ceed_data->basis_q, CEED_VECTOR_ACTIVE));
437     op_ijacobian_vol = op;
438     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_ijacobian_vol));
439   }
440 
441   // *****************************************************************************
442   // Set up CEED objects for the exterior domain (surface)
443   // *****************************************************************************
444   height                = 1;
445   CeedInt       dim_sur = dim - height, P_sur = app_ctx->degree + 1, Q_sur = P_sur + app_ctx->q_extra;
446   const CeedInt q_data_size_sur = problem->q_data_size_sur, jac_data_size_sur = user->phys->implicit ? problem->jac_data_size_sur : 0;
447 
448   // -----------------------------------------------------------------------------
449   // CEED Bases
450   // -----------------------------------------------------------------------------
451 
452   DMLabel  label   = 0;
453   PetscInt face_id = 0;
454   PetscInt field   = 0;  // Still want the normal, default field
455   PetscCall(CreateBasisFromPlex(ceed, dm, label, face_id, height, field, &ceed_data->basis_q_sur));
456   PetscCall(CreateBasisFromPlex(ceed, dm_coord, label, face_id, height, field, &ceed_data->basis_x_sur));
457   PetscCallCeed(ceed, CeedBasisCreateProjection(ceed_data->basis_x_sur, ceed_data->basis_q_sur, &ceed_data->basis_xc_sur));
458 
459   // -----------------------------------------------------------------------------
460   // CEED QFunctions
461   // -----------------------------------------------------------------------------
462   // -- Create QFunction for quadrature data
463   PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, problem->setup_sur.qfunction, problem->setup_sur.qfunction_loc, &ceed_data->qf_setup_sur));
464   if (problem->setup_sur.qfunction_context) {
465     PetscCallCeed(ceed, CeedQFunctionSetContext(ceed_data->qf_setup_sur, problem->setup_sur.qfunction_context));
466   }
467   PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(ceed_data->qf_setup_sur, 0));
468   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_setup_sur, "dx", num_comp_x * dim_sur, CEED_EVAL_GRAD));
469   PetscCallCeed(ceed, CeedQFunctionAddInput(ceed_data->qf_setup_sur, "weight", 1, CEED_EVAL_WEIGHT));
470   PetscCallCeed(ceed, CeedQFunctionAddOutput(ceed_data->qf_setup_sur, "surface qdata", q_data_size_sur, CEED_EVAL_NONE));
471 
472   PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_inflow,
473                               problem->apply_inflow_jacobian, &ceed_data->qf_apply_inflow, &ceed_data->qf_apply_inflow_jacobian));
474   PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_outflow,
475                               problem->apply_outflow_jacobian, &ceed_data->qf_apply_outflow, &ceed_data->qf_apply_outflow_jacobian));
476   PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_freestream,
477                               problem->apply_freestream_jacobian, &ceed_data->qf_apply_freestream, &ceed_data->qf_apply_freestream_jacobian));
478   PetscCall(SetupBCQFunctions(ceed, dim_sur, num_comp_x, num_comp_q, q_data_size_sur, jac_data_size_sur, problem->apply_slip,
479                               problem->apply_slip_jacobian, &ceed_data->qf_apply_slip, &ceed_data->qf_apply_slip_jacobian));
480 
481   // *****************************************************************************
482   // CEED Operator Apply
483   // *****************************************************************************
484   // -- Apply CEED Operator for the geometric data
485   PetscCallCeed(ceed, CeedOperatorApply(ceed_data->op_setup_vol, ceed_data->x_coord, ceed_data->q_data, CEED_REQUEST_IMMEDIATE));
486 
487   // -- Create and apply CEED Composite Operator for the entire domain
488   if (!user->phys->implicit) {  // RHS
489     CeedOperator op_rhs;
490     PetscCall(CreateOperatorForDomain(ceed, dm, bc, ceed_data, user->phys, user->op_rhs_vol, NULL, height, P_sur, Q_sur, q_data_size_sur, 0, &op_rhs,
491                                       NULL));
492     PetscCall(OperatorApplyContextCreate(dm, dm, ceed, op_rhs, user->q_ceed, user->g_ceed, user->Q_loc, NULL, &user->op_rhs_ctx));
493     PetscCallCeed(ceed, CeedOperatorDestroy(&op_rhs));
494     PetscCall(CreateKSPMass(user, problem));
495     PetscCheck(app_ctx->sgs_model_type == SGS_MODEL_NONE, user->comm, PETSC_ERR_SUP, "SGS modeling not implemented for explicit timestepping");
496   } else {  // IFunction
497     CeedOperator op_ijacobian = NULL;
498 
499     PetscCall(CreateOperatorForDomain(ceed, dm, bc, ceed_data, user->phys, user->op_ifunction_vol, op_ijacobian_vol, height, P_sur, Q_sur,
500                                       q_data_size_sur, jac_data_size_sur, &user->op_ifunction, op_ijacobian_vol ? &op_ijacobian : NULL));
501     if (op_ijacobian) {
502       PetscCall(MatCeedCreate(user->dm, user->dm, op_ijacobian, NULL, &user->mat_ijacobian));
503       PetscCall(MatCeedSetLocalVectors(user->mat_ijacobian, user->Q_dot_loc, NULL));
504       PetscCallCeed(ceed, CeedOperatorGetContextFieldLabel(op_ijacobian, "ijacobian time shift", &user->phys->ijacobian_time_shift_label));
505       PetscCallCeed(ceed, CeedOperatorDestroy(&op_ijacobian));
506     }
507     if (app_ctx->sgs_model_type == SGS_MODEL_DATA_DRIVEN) PetscCall(SgsDDSetup(ceed, user, ceed_data, problem));
508   }
509 
510   if (problem->use_strong_bc_ceed) PetscCall(SetupStrongBC_Ceed(ceed, ceed_data, dm, user, problem, bc));
511   if (app_ctx->turb_spanstats_enable) PetscCall(TurbulenceStatisticsSetup(ceed, user, ceed_data, problem));
512   if (app_ctx->diff_filter_monitor && !user->diff_filter) PetscCall(DifferentialFilterSetup(ceed, user, ceed_data, problem));
513   if (app_ctx->sgs_train_enable) PetscCall(SGS_DD_TrainingSetup(ceed, user, ceed_data, problem));
514 
515   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_jd_i));
516   PetscCallCeed(ceed, CeedOperatorDestroy(&op_ijacobian_vol));
517   PetscCallCeed(ceed, CeedVectorDestroy(&jac_data));
518   PetscFunctionReturn(PETSC_SUCCESS);
519 }
520