xref: /honee/problems/newtonian.c (revision b3b248287fd0560e63edc72c42da511f4b359741)
1 // SPDX-FileCopyrightText: Copyright (c) 2017-2024, HONEE contributors.
2 // SPDX-License-Identifier: Apache-2.0 OR BSD-2-Clause
3 
4 /// @file
5 /// Utility functions for setting up problems using the Newtonian Qfunction
6 
7 #include "../qfunctions/newtonian.h"
8 
9 #include <ceed.h>
10 #include <petscdm.h>
11 
12 #include <navierstokes.h>
13 
14 static PetscErrorCode UnitTests_Newtonian(Honee honee, NewtonianIdealGasContext gas);
15 
16 // @brief Create CeedOperator for stabilized mass KSP for explicit timestepping
17 //
18 // Only used for SUPG stabilization
19 PetscErrorCode CreateKSPMassOperator_NewtonianStabilized(Honee honee, CeedOperator *op_mass) {
20   Ceed                 ceed = honee->ceed;
21   CeedInt              num_comp_q, q_data_size;
22   CeedQFunction        qf_mass;
23   CeedElemRestriction  elem_restr_q, elem_restr_qd;
24   CeedBasis            basis_q;
25   CeedVector           q_data;
26   CeedQFunctionContext qfctx = NULL;
27   PetscInt             dim   = 3;
28 
29   PetscFunctionBeginUser;
30   {  // Get restriction and basis from the RHS function
31     CeedOperator     *sub_ops;
32     CeedOperatorField op_field;
33     PetscInt          sub_op_index = 0;  // will be 0 for the volume op
34 
35     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(honee->op_rhs_ctx->op, &sub_ops));
36     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "q", &op_field));
37     PetscCallCeed(ceed, CeedOperatorFieldGetData(op_field, NULL, &elem_restr_q, &basis_q, NULL));
38     PetscCallCeed(ceed, CeedOperatorGetFieldByName(sub_ops[sub_op_index], "qdata", &op_field));
39     PetscCallCeed(ceed, CeedOperatorFieldGetData(op_field, NULL, &elem_restr_qd, NULL, &q_data));
40 
41     PetscCallCeed(ceed, CeedOperatorGetContext(sub_ops[sub_op_index], &qfctx));
42   }
43 
44   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_q, &num_comp_q));
45   PetscCallCeed(ceed, CeedElemRestrictionGetNumComponents(elem_restr_qd, &q_data_size));
46 
47   PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, MassFunction_Newtonian_Conserv, MassFunction_Newtonian_Conserv_loc, &qf_mass));
48 
49   PetscCallCeed(ceed, CeedQFunctionSetContext(qf_mass, qfctx));
50   PetscCallCeed(ceed, CeedQFunctionSetUserFlopsEstimate(qf_mass, 0));
51   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_mass, "q_dot", 5, CEED_EVAL_INTERP));
52   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_mass, "q", 5, CEED_EVAL_INTERP));
53   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_mass, "qdata", q_data_size, CEED_EVAL_NONE));
54   PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_mass, "v", 5, CEED_EVAL_INTERP));
55   PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_mass, "Grad_v", 5 * dim, CEED_EVAL_GRAD));
56 
57   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_mass, NULL, NULL, op_mass));
58   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "q_dot", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
59   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "q", elem_restr_q, basis_q, honee->q_ceed));
60   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
61   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "v", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
62   PetscCallCeed(ceed, CeedOperatorSetField(*op_mass, "Grad_v", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
63 
64   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_q));
65   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd));
66   PetscCallCeed(ceed, CeedVectorDestroy(&q_data));
67   PetscCallCeed(ceed, CeedBasisDestroy(&basis_q));
68   PetscCallCeed(ceed, CeedQFunctionContextDestroy(&qfctx));
69   PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_mass));
70   PetscFunctionReturn(PETSC_SUCCESS);
71 }
72 
73 /**
74   @brief Create RHS CeedOperator for direct projection of divergence of diffusive flux
75 
76   @param[in]  honee          `Honee` context
77   @param[in]  diff_flux_proj `DivDiffFluxProjectionData` object
78   @param[out] op_rhs         Operator to calculate the RHS of the L^2 projection
79 **/
80 static PetscErrorCode DivDiffFluxProjectionCreateRHS_Direct_NS(Honee honee, DivDiffFluxProjectionData diff_flux_proj, CeedOperator *op_rhs) {
81   Ceed                 ceed       = honee->ceed;
82   NodalProjectionData  projection = diff_flux_proj->projection;
83   CeedInt              num_comp_q;
84   PetscInt             dim, label_value = 0;
85   DMLabel              domain_label    = NULL;
86   CeedQFunctionContext newtonian_qfctx = NULL;
87 
88   PetscFunctionBeginUser;
89   // -- Get Pre-requisite things
90   PetscCall(DMGetDimension(projection->dm, &dim));
91   PetscCallCeed(ceed, CeedBasisGetNumComponents(honee->basis_q, &num_comp_q));
92 
93   {  // Get newtonian QF context
94     CeedOperator *sub_ops, main_op = honee->op_ifunction ? honee->op_ifunction : honee->op_rhs_ctx->op;
95     PetscInt      sub_op_index = 0;  // will be 0 for the volume op
96 
97     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(main_op, &sub_ops));
98     PetscCallCeed(ceed, CeedOperatorGetContext(sub_ops[sub_op_index], &newtonian_qfctx));
99   }
100   PetscCallCeed(ceed, CeedCompositeOperatorCreate(ceed, op_rhs));
101   {  // Add the volume integral CeedOperator
102     CeedQFunction       qf_rhs_volume;
103     CeedOperator        op_rhs_volume;
104     CeedVector          q_data;
105     CeedElemRestriction elem_restr_qd, elem_restr_diff_flux_volume = NULL;
106     CeedBasis           basis_diff_flux = NULL;
107     CeedInt             q_data_size;
108 
109     PetscCall(DivDiffFluxProjectionGetOperatorFieldData(diff_flux_proj, &elem_restr_diff_flux_volume, &basis_diff_flux, NULL, NULL));
110     PetscCall(QDataGet(ceed, projection->dm, domain_label, label_value, honee->elem_restr_x, honee->basis_x, honee->x_coord, &elem_restr_qd, &q_data,
111                        &q_data_size));
112     switch (honee->phys->state_var) {
113       case STATEVAR_PRIMITIVE:
114         PetscCallCeed(ceed,
115                       CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxVolumeRHS_NS_Prim, DivDiffusiveFluxVolumeRHS_NS_Prim_loc, &qf_rhs_volume));
116         break;
117       case STATEVAR_CONSERVATIVE:
118         PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxVolumeRHS_NS_Conserv, DivDiffusiveFluxVolumeRHS_NS_Conserv_loc,
119                                                         &qf_rhs_volume));
120         break;
121       case STATEVAR_ENTROPY:
122         PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxVolumeRHS_NS_Entropy, DivDiffusiveFluxVolumeRHS_NS_Entropy_loc,
123                                                         &qf_rhs_volume));
124         break;
125     }
126 
127     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_rhs_volume, newtonian_qfctx));
128     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_volume, "q", num_comp_q, CEED_EVAL_INTERP));
129     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_volume, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
130     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_volume, "qdata", q_data_size, CEED_EVAL_NONE));
131     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_rhs_volume, "diffusive flux RHS", projection->num_comp * dim, CEED_EVAL_GRAD));
132 
133     PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_rhs_volume, NULL, NULL, &op_rhs_volume));
134     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_volume, "q", honee->elem_restr_q, honee->basis_q, CEED_VECTOR_ACTIVE));
135     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_volume, "Grad_q", honee->elem_restr_q, honee->basis_q, CEED_VECTOR_ACTIVE));
136     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_volume, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
137     PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_volume, "diffusive flux RHS", elem_restr_diff_flux_volume, basis_diff_flux, CEED_VECTOR_ACTIVE));
138 
139     PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_rhs, op_rhs_volume));
140 
141     PetscCallCeed(ceed, CeedVectorDestroy(&q_data));
142     PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd));
143     PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_diff_flux_volume));
144     PetscCallCeed(ceed, CeedBasisDestroy(&basis_diff_flux));
145     PetscCallCeed(ceed, CeedOperatorDestroy(&op_rhs_volume));
146     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_rhs_volume));
147   }
148 
149   {  // Add the boundary integral CeedOperator
150     CeedQFunction qf_rhs_boundary;
151     DMLabel       face_sets_label;
152     PetscInt      num_face_set_values, *face_set_values;
153     CeedInt       q_data_size;
154 
155     // -- Build RHS operator
156     switch (honee->phys->state_var) {
157       case STATEVAR_PRIMITIVE:
158         PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxBoundaryRHS_NS_Prim, DivDiffusiveFluxBoundaryRHS_NS_Prim_loc,
159                                                         &qf_rhs_boundary));
160         break;
161       case STATEVAR_CONSERVATIVE:
162         PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxBoundaryRHS_NS_Conserv, DivDiffusiveFluxBoundaryRHS_NS_Conserv_loc,
163                                                         &qf_rhs_boundary));
164         break;
165       case STATEVAR_ENTROPY:
166         PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DivDiffusiveFluxBoundaryRHS_NS_Entropy, DivDiffusiveFluxBoundaryRHS_NS_Entropy_loc,
167                                                         &qf_rhs_boundary));
168         break;
169     }
170 
171     PetscCall(QDataBoundaryGradientGetNumComponents(honee->dm, &q_data_size));
172     PetscCallCeed(ceed, CeedQFunctionSetContext(qf_rhs_boundary, newtonian_qfctx));
173     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_boundary, "q", num_comp_q, CEED_EVAL_INTERP));
174     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_boundary, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
175     PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs_boundary, "qdata", q_data_size, CEED_EVAL_NONE));
176     PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_rhs_boundary, "diffusive flux RHS", projection->num_comp, CEED_EVAL_INTERP));
177 
178     PetscCall(DMGetLabel(projection->dm, "Face Sets", &face_sets_label));
179     PetscCall(DMLabelCreateGlobalValueArray(projection->dm, face_sets_label, &num_face_set_values, &face_set_values));
180     for (PetscInt f = 0; f < num_face_set_values; f++) {
181       DMLabel  face_orientation_label;
182       PetscInt num_orientations_values, *orientation_values;
183 
184       {
185         char *face_orientation_label_name;
186 
187         PetscCall(DMPlexCreateFaceLabel(projection->dm, face_set_values[f], &face_orientation_label_name));
188         PetscCall(DMGetLabel(projection->dm, face_orientation_label_name, &face_orientation_label));
189         PetscCall(PetscFree(face_orientation_label_name));
190       }
191       PetscCall(DMLabelCreateGlobalValueArray(projection->dm, face_orientation_label, &num_orientations_values, &orientation_values));
192       for (PetscInt o = 0; o < num_orientations_values; o++) {
193         CeedOperator        op_rhs_boundary;
194         CeedBasis           basis_q, basis_diff_flux_boundary;
195         CeedElemRestriction elem_restr_qdata, elem_restr_q, elem_restr_diff_flux_boundary;
196         CeedVector          q_data;
197         CeedInt             q_data_size;
198         PetscInt            orientation = orientation_values[o], dm_field_q = 0, height_cell = 0, height_face = 1;
199 
200         PetscCall(DMPlexCeedElemRestrictionCreate(ceed, honee->dm, face_orientation_label, orientation, height_cell, dm_field_q, &elem_restr_q));
201         PetscCall(DMPlexCeedBasisCellToFaceCreate(ceed, honee->dm, face_orientation_label, orientation, orientation, dm_field_q, &basis_q));
202         PetscCall(DMPlexCeedElemRestrictionCreate(ceed, projection->dm, face_orientation_label, orientation, height_face, 0,
203                                                   &elem_restr_diff_flux_boundary));
204         PetscCall(CreateBasisFromPlex(ceed, projection->dm, face_orientation_label, orientation, height_face, 0, &basis_diff_flux_boundary));
205         PetscCall(
206             QDataBoundaryGradientGet(ceed, honee->dm, face_orientation_label, orientation, honee->x_coord, &elem_restr_qdata, &q_data, &q_data_size));
207 
208         PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_rhs_boundary, NULL, NULL, &op_rhs_boundary));
209         PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_boundary, "q", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
210         PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_boundary, "Grad_q", elem_restr_q, basis_q, CEED_VECTOR_ACTIVE));
211         PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_boundary, "qdata", elem_restr_qdata, CEED_BASIS_NONE, q_data));
212         PetscCallCeed(ceed, CeedOperatorSetField(op_rhs_boundary, "diffusive flux RHS", elem_restr_diff_flux_boundary, basis_diff_flux_boundary,
213                                                  CEED_VECTOR_ACTIVE));
214 
215         PetscCallCeed(ceed, CeedCompositeOperatorAddSub(*op_rhs, op_rhs_boundary));
216 
217         PetscCallCeed(ceed, CeedOperatorDestroy(&op_rhs_boundary));
218         PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qdata));
219         PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_q));
220         PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_diff_flux_boundary));
221         PetscCallCeed(ceed, CeedBasisDestroy(&basis_q));
222         PetscCallCeed(ceed, CeedBasisDestroy(&basis_diff_flux_boundary));
223         PetscCallCeed(ceed, CeedVectorDestroy(&q_data));
224       }
225       PetscCall(PetscFree(orientation_values));
226     }
227     PetscCall(PetscFree(face_set_values));
228     PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_rhs_boundary));
229   }
230 
231   PetscCallCeed(ceed, CeedQFunctionContextDestroy(&newtonian_qfctx));
232   PetscFunctionReturn(PETSC_SUCCESS);
233 }
234 
235 /**
236   @brief Create RHS CeedOperator for indirect projection of divergence of diffusive flux
237 
238   @param[in]  honee          `Honee` context
239   @param[in]  diff_flux_proj `DivDiffFluxProjectionData` object
240   @param[out] op_rhs         Operator to calculate the RHS of the L^2 projection
241 **/
242 static PetscErrorCode DivDiffFluxProjectionCreateRHS_Indirect_NS(Honee honee, DivDiffFluxProjectionData diff_flux_proj, CeedOperator *op_rhs) {
243   Ceed                 ceed       = honee->ceed;
244   NodalProjectionData  projection = diff_flux_proj->projection;
245   CeedBasis            basis_diff_flux;
246   CeedElemRestriction  elem_restr_diff_flux, elem_restr_qd;
247   CeedVector           q_data;
248   CeedInt              num_comp_q, q_data_size;
249   PetscInt             dim;
250   PetscInt             label_value = 0, height = 0, dm_field = 0;
251   DMLabel              domain_label = NULL;
252   CeedQFunction        qf_rhs;
253   CeedQFunctionContext newtonian_qfctx = NULL;
254 
255   PetscFunctionBeginUser;
256   PetscCall(DMGetDimension(projection->dm, &dim));
257   PetscCallCeed(ceed, CeedBasisGetNumComponents(honee->basis_q, &num_comp_q));
258 
259   {  // Get newtonian QF context
260     CeedOperator *sub_ops, main_op = honee->op_ifunction ? honee->op_ifunction : honee->op_rhs_ctx->op;
261     PetscInt      sub_op_index = 0;  // will be 0 for the volume op
262 
263     PetscCallCeed(ceed, CeedCompositeOperatorGetSubList(main_op, &sub_ops));
264     PetscCallCeed(ceed, CeedOperatorGetContext(sub_ops[sub_op_index], &newtonian_qfctx));
265   }
266   PetscCall(DMPlexCeedElemRestrictionCreate(ceed, projection->dm, domain_label, label_value, height, dm_field, &elem_restr_diff_flux));
267   PetscCall(CreateBasisFromPlex(ceed, projection->dm, domain_label, label_value, height, dm_field, &basis_diff_flux));
268   PetscCall(QDataGet(ceed, projection->dm, domain_label, label_value, honee->elem_restr_x, honee->basis_x, honee->x_coord, &elem_restr_qd, &q_data,
269                      &q_data_size));
270 
271   switch (honee->phys->state_var) {
272     case STATEVAR_PRIMITIVE:
273       PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DiffusiveFluxRHS_NS_Prim, DiffusiveFluxRHS_NS_Prim_loc, &qf_rhs));
274       break;
275     case STATEVAR_CONSERVATIVE:
276       PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DiffusiveFluxRHS_NS_Conserv, DiffusiveFluxRHS_NS_Conserv_loc, &qf_rhs));
277       break;
278     case STATEVAR_ENTROPY:
279       PetscCallCeed(ceed, CeedQFunctionCreateInterior(ceed, 1, DiffusiveFluxRHS_NS_Entropy, DiffusiveFluxRHS_NS_Entropy_loc, &qf_rhs));
280       break;
281   }
282 
283   PetscCallCeed(ceed, CeedQFunctionSetContext(qf_rhs, newtonian_qfctx));
284   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs, "q", num_comp_q, CEED_EVAL_INTERP));
285   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs, "Grad_q", num_comp_q * dim, CEED_EVAL_GRAD));
286   PetscCallCeed(ceed, CeedQFunctionAddInput(qf_rhs, "qdata", q_data_size, CEED_EVAL_NONE));
287   PetscCallCeed(ceed, CeedQFunctionAddOutput(qf_rhs, "F_diff RHS", projection->num_comp, CEED_EVAL_INTERP));
288 
289   PetscCallCeed(ceed, CeedOperatorCreate(ceed, qf_rhs, NULL, NULL, op_rhs));
290   PetscCallCeed(ceed, CeedOperatorSetField(*op_rhs, "q", honee->elem_restr_q, honee->basis_q, CEED_VECTOR_ACTIVE));
291   PetscCallCeed(ceed, CeedOperatorSetField(*op_rhs, "Grad_q", honee->elem_restr_q, honee->basis_q, CEED_VECTOR_ACTIVE));
292   PetscCallCeed(ceed, CeedOperatorSetField(*op_rhs, "qdata", elem_restr_qd, CEED_BASIS_NONE, q_data));
293   PetscCallCeed(ceed, CeedOperatorSetField(*op_rhs, "F_diff RHS", elem_restr_diff_flux, basis_diff_flux, CEED_VECTOR_ACTIVE));
294 
295   PetscCallCeed(ceed, CeedQFunctionDestroy(&qf_rhs));
296   PetscCallCeed(ceed, CeedQFunctionContextDestroy(&newtonian_qfctx));
297   PetscCallCeed(ceed, CeedBasisDestroy(&basis_diff_flux));
298   PetscCallCeed(ceed, CeedVectorDestroy(&q_data));
299   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_qd));
300   PetscCallCeed(ceed, CeedElemRestrictionDestroy(&elem_restr_diff_flux));
301   PetscFunctionReturn(PETSC_SUCCESS);
302 }
303 
304 PetscErrorCode NS_NEWTONIAN_IG(ProblemData problem, DM dm, void *ctx, SimpleBC bc) {
305   SetupContext             setup_context;
306   Honee                    honee  = *(Honee *)ctx;
307   CeedInt                  degree = honee->app_ctx->degree;
308   StabilizationType        stab;
309   StateVariable            state_var;
310   MPI_Comm                 comm = honee->comm;
311   Ceed                     ceed = honee->ceed;
312   PetscBool                implicit;
313   PetscBool                unit_tests;
314   NewtonianIdealGasContext newtonian_ig_ctx;
315   CeedQFunctionContext     newtonian_ig_qfctx;
316 
317   PetscFunctionBeginUser;
318   PetscCall(PetscCalloc1(1, &setup_context));
319   PetscCall(PetscCalloc1(1, &newtonian_ig_ctx));
320 
321   // ------------------------------------------------------
322   //           Setup Generic Newtonian IG Problem
323   // ------------------------------------------------------
324   problem->jac_data_size_vol            = 14;
325   problem->jac_data_size_sur            = 11;
326   problem->compute_exact_solution_error = PETSC_FALSE;
327   problem->print_info                   = PRINT_NEWTONIAN;
328 
329   PetscCall(DivDiffFluxProjectionCreate(honee, 4, &honee->diff_flux_proj));
330   if (honee->diff_flux_proj) {
331     DivDiffFluxProjectionData diff_flux_proj = honee->diff_flux_proj;
332     NodalProjectionData       projection     = diff_flux_proj->projection;
333 
334     diff_flux_proj->CreateRHSOperator_Direct   = DivDiffFluxProjectionCreateRHS_Direct_NS;
335     diff_flux_proj->CreateRHSOperator_Indirect = DivDiffFluxProjectionCreateRHS_Indirect_NS;
336 
337     switch (honee->diff_flux_proj->method) {
338       case DIV_DIFF_FLUX_PROJ_DIRECT: {
339         PetscSection section;
340 
341         PetscCall(DMGetLocalSection(projection->dm, &section));
342         PetscCall(PetscSectionSetFieldName(section, 0, ""));
343         PetscCall(PetscSectionSetComponentName(section, 0, 0, "DivDiffusiveFlux_MomentumX"));
344         PetscCall(PetscSectionSetComponentName(section, 0, 1, "DivDiffusiveFlux_MomentumY"));
345         PetscCall(PetscSectionSetComponentName(section, 0, 2, "DivDiffusiveFlux_MomentumZ"));
346         PetscCall(PetscSectionSetComponentName(section, 0, 3, "DivDiffusiveFlux_Energy"));
347       } break;
348       case DIV_DIFF_FLUX_PROJ_INDIRECT: {
349         PetscSection section;
350 
351         PetscCall(DMGetLocalSection(projection->dm, &section));
352         PetscCall(PetscSectionSetFieldName(section, 0, ""));
353         PetscCall(PetscSectionSetComponentName(section, 0, 0, "DiffusiveFlux_MomentumXX"));
354         PetscCall(PetscSectionSetComponentName(section, 0, 1, "DiffusiveFlux_MomentumXY"));
355         PetscCall(PetscSectionSetComponentName(section, 0, 2, "DiffusiveFlux_MomentumXZ"));
356         PetscCall(PetscSectionSetComponentName(section, 0, 3, "DiffusiveFlux_MomentumYX"));
357         PetscCall(PetscSectionSetComponentName(section, 0, 4, "DiffusiveFlux_MomentumYY"));
358         PetscCall(PetscSectionSetComponentName(section, 0, 5, "DiffusiveFlux_MomentumYZ"));
359         PetscCall(PetscSectionSetComponentName(section, 0, 6, "DiffusiveFlux_MomentumZX"));
360         PetscCall(PetscSectionSetComponentName(section, 0, 7, "DiffusiveFlux_MomentumZY"));
361         PetscCall(PetscSectionSetComponentName(section, 0, 8, "DiffusiveFlux_MomentumZZ"));
362         PetscCall(PetscSectionSetComponentName(section, 0, 9, "DiffusiveFlux_EnergyX"));
363         PetscCall(PetscSectionSetComponentName(section, 0, 10, "DiffusiveFlux_EnergyY"));
364         PetscCall(PetscSectionSetComponentName(section, 0, 11, "DiffusiveFlux_EnergyZ"));
365       } break;
366       case DIV_DIFF_FLUX_PROJ_NONE:
367         SETERRQ(PetscObjectComm((PetscObject)honee->dm), PETSC_ERR_ARG_WRONG, "Should not reach here with div_diff_flux_projection_method %s",
368                 DivDiffFluxProjectionMethods[honee->app_ctx->divFdiffproj_method]);
369         break;
370     }
371   }
372 
373   // ------------------------------------------------------
374   //             Create the QFunction context
375   // ------------------------------------------------------
376   CeedScalar cv         = 717.;          // J/(kg K)
377   CeedScalar cp         = 1004.;         // J/(kg K)
378   CeedScalar g[3]       = {0, 0, 0};     // m/s^2
379   CeedScalar lambda     = -2. / 3.;      // -
380   CeedScalar mu         = 1.8e-5;        // Pa s, dynamic viscosity
381   CeedScalar k          = 0.02638;       // W/(m K)
382   CeedScalar c_tau      = 0.5 / degree;  // -
383   CeedScalar Ctau_t     = 1.0;           // -
384   CeedScalar Cv_func[3] = {36, 60, 128};
385   CeedScalar Ctau_v     = Cv_func[(CeedInt)Min(3, degree) - 1];
386   CeedScalar Ctau_C     = 0.25 / degree;
387   CeedScalar Ctau_M     = 0.25 / degree;
388   CeedScalar Ctau_E     = 0.125;
389   PetscReal  domain_min[3], domain_max[3], domain_size[3];
390   PetscCall(DMGetBoundingBox(dm, domain_min, domain_max));
391   for (PetscInt i = 0; i < 3; i++) domain_size[i] = domain_max[i] - domain_min[i];
392 
393   StatePrimitive reference      = {.pressure = 1.01e5, .velocity = {0}, .temperature = 288.15};
394   CeedScalar     idl_decay_time = -1, idl_start = 0, idl_length = 0, idl_pressure = reference.pressure;
395   PetscBool      idl_enable = PETSC_FALSE;
396 
397   // ------------------------------------------------------
398   //             Create the PETSc context
399   // ------------------------------------------------------
400   PetscScalar meter    = 1;  // 1 meter in scaled length units
401   PetscScalar kilogram = 1;  // 1 kilogram in scaled mass units
402   PetscScalar second   = 1;  // 1 second in scaled time units
403   PetscScalar Kelvin   = 1;  // 1 Kelvin in scaled temperature units
404   PetscScalar W_per_m_K, Pascal, J_per_kg_K, m_per_squared_s;
405 
406   // ------------------------------------------------------
407   //              Command line Options
408   // ------------------------------------------------------
409   PetscBool given_option = PETSC_FALSE;
410   PetscOptionsBegin(comm, NULL, "Options for Newtonian Ideal Gas based problem", NULL);
411   // -- Conservative vs Primitive variables
412   PetscCall(PetscOptionsEnum("-state_var", "State variables used", NULL, StateVariables, (PetscEnum)(state_var = STATEVAR_CONSERVATIVE),
413                              (PetscEnum *)&state_var, NULL));
414 
415   switch (state_var) {
416     case STATEVAR_CONSERVATIVE:
417       problem->ics.qf_func_ptr                   = ICsNewtonianIG_Conserv;
418       problem->ics.qf_loc                        = ICsNewtonianIG_Conserv_loc;
419       problem->apply_vol_rhs.qf_func_ptr         = RHSFunction_Newtonian;
420       problem->apply_vol_rhs.qf_loc              = RHSFunction_Newtonian_loc;
421       problem->apply_vol_ifunction.qf_func_ptr   = IFunction_Newtonian_Conserv;
422       problem->apply_vol_ifunction.qf_loc        = IFunction_Newtonian_Conserv_loc;
423       problem->apply_vol_ijacobian.qf_func_ptr   = IJacobian_Newtonian_Conserv;
424       problem->apply_vol_ijacobian.qf_loc        = IJacobian_Newtonian_Conserv_loc;
425       problem->apply_inflow.qf_func_ptr          = BoundaryIntegral_Conserv;
426       problem->apply_inflow.qf_loc               = BoundaryIntegral_Conserv_loc;
427       problem->apply_inflow_jacobian.qf_func_ptr = BoundaryIntegral_Jacobian_Conserv;
428       problem->apply_inflow_jacobian.qf_loc      = BoundaryIntegral_Jacobian_Conserv_loc;
429       break;
430     case STATEVAR_PRIMITIVE:
431       problem->ics.qf_func_ptr                   = ICsNewtonianIG_Prim;
432       problem->ics.qf_loc                        = ICsNewtonianIG_Prim_loc;
433       problem->apply_vol_ifunction.qf_func_ptr   = IFunction_Newtonian_Prim;
434       problem->apply_vol_ifunction.qf_loc        = IFunction_Newtonian_Prim_loc;
435       problem->apply_vol_ijacobian.qf_func_ptr   = IJacobian_Newtonian_Prim;
436       problem->apply_vol_ijacobian.qf_loc        = IJacobian_Newtonian_Prim_loc;
437       problem->apply_inflow.qf_func_ptr          = BoundaryIntegral_Prim;
438       problem->apply_inflow.qf_loc               = BoundaryIntegral_Prim_loc;
439       problem->apply_inflow_jacobian.qf_func_ptr = BoundaryIntegral_Jacobian_Prim;
440       problem->apply_inflow_jacobian.qf_loc      = BoundaryIntegral_Jacobian_Prim_loc;
441       break;
442     case STATEVAR_ENTROPY:
443       problem->ics.qf_func_ptr                   = ICsNewtonianIG_Entropy;
444       problem->ics.qf_loc                        = ICsNewtonianIG_Entropy_loc;
445       problem->apply_vol_ifunction.qf_func_ptr   = IFunction_Newtonian_Entropy;
446       problem->apply_vol_ifunction.qf_loc        = IFunction_Newtonian_Entropy_loc;
447       problem->apply_vol_ijacobian.qf_func_ptr   = IJacobian_Newtonian_Entropy;
448       problem->apply_vol_ijacobian.qf_loc        = IJacobian_Newtonian_Entropy_loc;
449       problem->apply_inflow.qf_func_ptr          = BoundaryIntegral_Entropy;
450       problem->apply_inflow.qf_loc               = BoundaryIntegral_Entropy_loc;
451       problem->apply_inflow_jacobian.qf_func_ptr = BoundaryIntegral_Jacobian_Entropy;
452       problem->apply_inflow_jacobian.qf_loc      = BoundaryIntegral_Jacobian_Entropy_loc;
453       break;
454   }
455 
456   // -- Physics
457   PetscCall(PetscOptionsScalar("-cv", "Heat capacity at constant volume", NULL, cv, &cv, NULL));
458   PetscCall(PetscOptionsScalar("-cp", "Heat capacity at constant pressure", NULL, cp, &cp, NULL));
459   PetscCall(PetscOptionsScalar("-lambda", "Stokes hypothesis second viscosity coefficient", NULL, lambda, &lambda, NULL));
460   PetscCall(PetscOptionsScalar("-mu", "Shear dynamic viscosity coefficient", NULL, mu, &mu, NULL));
461   PetscCall(PetscOptionsScalar("-k", "Thermal conductivity", NULL, k, &k, NULL));
462 
463   PetscInt dim = 3;
464   PetscCall(PetscOptionsDeprecated("-g", "-gravity", "libCEED 0.11.1", NULL));
465   PetscCall(PetscOptionsRealArray("-gravity", "Gravitational acceleration vector", NULL, g, &dim, &given_option));
466   if (given_option) PetscCheck(dim == 3, comm, PETSC_ERR_ARG_SIZ, "Gravity vector must be size 3, %" PetscInt_FMT " values given", dim);
467 
468   PetscCall(PetscOptionsEnum("-stab", "Stabilization method", NULL, StabilizationTypes, (PetscEnum)(stab = STAB_NONE), (PetscEnum *)&stab, NULL));
469   PetscCall(PetscOptionsScalar("-c_tau", "Stabilization constant", NULL, c_tau, &c_tau, NULL));
470   PetscCall(PetscOptionsScalar("-Ctau_t", "Stabilization time constant", NULL, Ctau_t, &Ctau_t, NULL));
471   PetscCall(PetscOptionsScalar("-Ctau_v", "Stabilization viscous constant", NULL, Ctau_v, &Ctau_v, NULL));
472   PetscCall(PetscOptionsScalar("-Ctau_C", "Stabilization continuity constant", NULL, Ctau_C, &Ctau_C, NULL));
473   PetscCall(PetscOptionsScalar("-Ctau_M", "Stabilization momentum constant", NULL, Ctau_M, &Ctau_M, NULL));
474   PetscCall(PetscOptionsScalar("-Ctau_E", "Stabilization energy constant", NULL, Ctau_E, &Ctau_E, NULL));
475   PetscCall(PetscOptionsBool("-implicit", "Use implicit (IFunction) formulation", NULL, implicit = PETSC_FALSE, &implicit, NULL));
476   PetscCall(PetscOptionsBool("-newtonian_unit_tests", "Run Newtonian unit tests", NULL, unit_tests = PETSC_FALSE, &unit_tests, NULL));
477 
478   dim = 3;
479   PetscCall(PetscOptionsScalar("-reference_pressure", "Reference/initial pressure", NULL, reference.pressure, &reference.pressure, NULL));
480   PetscCall(PetscOptionsScalarArray("-reference_velocity", "Reference/initial velocity", NULL, reference.velocity, &dim, NULL));
481   PetscCall(PetscOptionsScalar("-reference_temperature", "Reference/initial temperature", NULL, reference.temperature, &reference.temperature, NULL));
482 
483   // -- Units
484   PetscCall(PetscOptionsScalar("-units_meter", "1 meter in scaled length units", NULL, meter, &meter, NULL));
485   meter = fabs(meter);
486   PetscCall(PetscOptionsScalar("-units_kilogram", "1 kilogram in scaled mass units", NULL, kilogram, &kilogram, NULL));
487   kilogram = fabs(kilogram);
488   PetscCall(PetscOptionsScalar("-units_second", "1 second in scaled time units", NULL, second, &second, NULL));
489   second = fabs(second);
490   PetscCall(PetscOptionsScalar("-units_Kelvin", "1 Kelvin in scaled temperature units", NULL, Kelvin, &Kelvin, NULL));
491   Kelvin = fabs(Kelvin);
492 
493   // -- Warnings
494   PetscCheck(!(state_var == STATEVAR_PRIMITIVE && !implicit), comm, PETSC_ERR_SUP,
495              "RHSFunction is not provided for primitive variables (use -state_var primitive only with -implicit)\n");
496 
497   PetscCall(PetscOptionsScalar("-idl_decay_time", "Characteristic timescale of the pressure deviance decay. The timestep is good starting point",
498                                NULL, idl_decay_time, &idl_decay_time, &idl_enable));
499   PetscCheck(!(idl_enable && idl_decay_time == 0), comm, PETSC_ERR_SUP, "idl_decay_time may not be equal to zero.");
500   if (idl_decay_time < 0) idl_enable = PETSC_FALSE;
501   if (idl_enable) problem->jac_data_size_vol++;
502   PetscCall(PetscOptionsScalar("-idl_start", "Start of IDL in the x direction", NULL, idl_start, &idl_start, NULL));
503   PetscCall(PetscOptionsScalar("-idl_length", "Length of IDL in the positive x direction", NULL, idl_length, &idl_length, NULL));
504   idl_pressure = reference.pressure;
505   PetscCall(PetscOptionsScalar("-idl_pressure", "Pressure IDL uses as reference (default is `-reference_pressure`)", NULL, idl_pressure,
506                                &idl_pressure, NULL));
507   PetscOptionsEnd();
508 
509   if (stab == STAB_SUPG && !implicit) problem->create_mass_operator = CreateKSPMassOperator_NewtonianStabilized;
510 
511   // ------------------------------------------------------
512   //           Set up the PETSc context
513   // ------------------------------------------------------
514   // -- Define derived units
515   Pascal          = kilogram / (meter * PetscSqr(second));
516   J_per_kg_K      = PetscSqr(meter) / (PetscSqr(second) * Kelvin);
517   m_per_squared_s = meter / PetscSqr(second);
518   W_per_m_K       = kilogram * meter / (pow(second, 3) * Kelvin);
519 
520   honee->units->meter           = meter;
521   honee->units->kilogram        = kilogram;
522   honee->units->second          = second;
523   honee->units->Kelvin          = Kelvin;
524   honee->units->Pascal          = Pascal;
525   honee->units->J_per_kg_K      = J_per_kg_K;
526   honee->units->m_per_squared_s = m_per_squared_s;
527   honee->units->W_per_m_K       = W_per_m_K;
528 
529   // ------------------------------------------------------
530   //           Set up the QFunction context
531   // ------------------------------------------------------
532   // -- Scale variables to desired units
533   cv *= J_per_kg_K;
534   cp *= J_per_kg_K;
535   mu *= Pascal * second;
536   k *= W_per_m_K;
537   for (PetscInt i = 0; i < 3; i++) domain_size[i] *= meter;
538   for (PetscInt i = 0; i < 3; i++) g[i] *= m_per_squared_s;
539   reference.pressure *= Pascal;
540   for (PetscInt i = 0; i < 3; i++) reference.velocity[i] *= meter / second;
541   reference.temperature *= Kelvin;
542 
543   // -- Solver Settings
544   honee->phys->implicit  = implicit;
545   honee->phys->state_var = state_var;
546 
547   // -- QFunction Context
548   newtonian_ig_ctx->lambda          = lambda;
549   newtonian_ig_ctx->mu              = mu;
550   newtonian_ig_ctx->k               = k;
551   newtonian_ig_ctx->cv              = cv;
552   newtonian_ig_ctx->cp              = cp;
553   newtonian_ig_ctx->c_tau           = c_tau;
554   newtonian_ig_ctx->Ctau_t          = Ctau_t;
555   newtonian_ig_ctx->Ctau_v          = Ctau_v;
556   newtonian_ig_ctx->Ctau_C          = Ctau_C;
557   newtonian_ig_ctx->Ctau_M          = Ctau_M;
558   newtonian_ig_ctx->Ctau_E          = Ctau_E;
559   newtonian_ig_ctx->stabilization   = stab;
560   newtonian_ig_ctx->is_implicit     = implicit;
561   newtonian_ig_ctx->state_var       = state_var;
562   newtonian_ig_ctx->idl_enable      = idl_enable;
563   newtonian_ig_ctx->idl_amplitude   = 1 / (idl_decay_time * second);
564   newtonian_ig_ctx->idl_start       = idl_start * meter;
565   newtonian_ig_ctx->idl_length      = idl_length * meter;
566   newtonian_ig_ctx->idl_pressure    = idl_pressure;
567   newtonian_ig_ctx->divFdiff_method = honee->app_ctx->divFdiffproj_method;
568   PetscCall(PetscArraycpy(newtonian_ig_ctx->g, g, 3));
569 
570   // -- Setup Context
571   setup_context->reference = reference;
572   setup_context->gas       = *newtonian_ig_ctx;
573   setup_context->lx        = domain_size[0];
574   setup_context->ly        = domain_size[1];
575   setup_context->lz        = domain_size[2];
576   setup_context->time      = 0;
577 
578   PetscCallCeed(ceed, CeedQFunctionContextCreate(honee->ceed, &problem->ics.qfctx));
579   PetscCallCeed(ceed, CeedQFunctionContextSetData(problem->ics.qfctx, CEED_MEM_HOST, CEED_USE_POINTER, sizeof(*setup_context), setup_context));
580   PetscCallCeed(ceed, CeedQFunctionContextSetDataDestroy(problem->ics.qfctx, CEED_MEM_HOST, FreeContextPetsc));
581   PetscCallCeed(
582       ceed, CeedQFunctionContextRegisterDouble(problem->ics.qfctx, "evaluation time", offsetof(struct SetupContext_, time), 1, "Time of evaluation"));
583 
584   PetscCallCeed(ceed, CeedQFunctionContextCreate(honee->ceed, &newtonian_ig_qfctx));
585   PetscCallCeed(ceed, CeedQFunctionContextSetData(newtonian_ig_qfctx, CEED_MEM_HOST, CEED_USE_POINTER, sizeof(*newtonian_ig_ctx), newtonian_ig_ctx));
586   PetscCallCeed(ceed, CeedQFunctionContextSetDataDestroy(newtonian_ig_qfctx, CEED_MEM_HOST, FreeContextPetsc));
587   PetscCallCeed(ceed, CeedQFunctionContextRegisterDouble(newtonian_ig_qfctx, "timestep size", offsetof(struct NewtonianIdealGasContext_, dt), 1,
588                                                          "Size of timestep, delta t"));
589   PetscCallCeed(ceed, CeedQFunctionContextRegisterDouble(newtonian_ig_qfctx, "ijacobian time shift",
590                                                          offsetof(struct NewtonianIdealGasContext_, ijacobian_time_shift), 1,
591                                                          "Shift for mass matrix in IJacobian"));
592   PetscCallCeed(ceed, CeedQFunctionContextRegisterDouble(newtonian_ig_qfctx, "solution time", offsetof(struct NewtonianIdealGasContext_, time), 1,
593                                                          "Current solution time"));
594 
595   problem->apply_vol_rhs.qfctx = newtonian_ig_qfctx;
596   PetscCallCeed(ceed, CeedQFunctionContextReferenceCopy(newtonian_ig_qfctx, &problem->apply_vol_ifunction.qfctx));
597   PetscCallCeed(ceed, CeedQFunctionContextReferenceCopy(newtonian_ig_qfctx, &problem->apply_vol_ijacobian.qfctx));
598   PetscCallCeed(ceed, CeedQFunctionContextReferenceCopy(newtonian_ig_qfctx, &problem->apply_inflow.qfctx));
599   PetscCallCeed(ceed, CeedQFunctionContextReferenceCopy(newtonian_ig_qfctx, &problem->apply_inflow_jacobian.qfctx));
600 
601   if (bc->num_freestream > 0) PetscCall(FreestreamBCSetup(problem, dm, ctx, newtonian_ig_ctx, &reference));
602   if (bc->num_outflow > 0) PetscCall(OutflowBCSetup(problem, dm, ctx, newtonian_ig_ctx, &reference));
603   if (bc->num_slip > 0) PetscCall(SlipBCSetup(problem, dm, ctx, newtonian_ig_qfctx));
604 
605   if (unit_tests) {
606     PetscCall(UnitTests_Newtonian(honee, newtonian_ig_ctx));
607   }
608   PetscFunctionReturn(PETSC_SUCCESS);
609 }
610 
611 PetscErrorCode PRINT_NEWTONIAN(Honee honee, ProblemData problem, AppCtx app_ctx) {
612   MPI_Comm                 comm = honee->comm;
613   Ceed                     ceed = honee->ceed;
614   NewtonianIdealGasContext newtonian_ctx;
615 
616   PetscFunctionBeginUser;
617   PetscCallCeed(ceed, CeedQFunctionContextGetData(problem->apply_vol_rhs.qfctx, CEED_MEM_HOST, &newtonian_ctx));
618   PetscCall(PetscPrintf(comm,
619                         "  Problem:\n"
620                         "    Problem Name                       : %s\n"
621                         "    Stabilization                      : %s\n",
622                         app_ctx->problem_name, StabilizationTypes[newtonian_ctx->stabilization]));
623   PetscCallCeed(ceed, CeedQFunctionContextRestoreData(problem->apply_vol_rhs.qfctx, &newtonian_ctx));
624   PetscFunctionReturn(PETSC_SUCCESS);
625 }
626 
627 static PetscErrorCode CheckQWithTolerance(const CeedScalar Q_s[5], const CeedScalar Q_a[5], const CeedScalar Q_b[5], const char *name,
628                                           PetscReal rtol_0, PetscReal rtol_u, PetscReal rtol_4) {
629   CeedScalar relative_error[5];  // relative error
630   CeedScalar divisor_threshold = 10 * CEED_EPSILON;
631 
632   PetscFunctionBeginUser;
633   relative_error[0] = (Q_a[0] - Q_b[0]) / (fabs(Q_s[0]) > divisor_threshold ? Q_s[0] : 1);
634   relative_error[4] = (Q_a[4] - Q_b[4]) / (fabs(Q_s[4]) > divisor_threshold ? Q_s[4] : 1);
635 
636   CeedScalar u_magnitude = sqrt(Square(Q_s[1]) + Square(Q_s[2]) + Square(Q_s[3]));
637   CeedScalar u_divisor   = u_magnitude > divisor_threshold ? u_magnitude : 1;
638   for (int i = 1; i < 4; i++) {
639     relative_error[i] = (Q_a[i] - Q_b[i]) / u_divisor;
640   }
641 
642   if (fabs(relative_error[0]) >= rtol_0) {
643     printf("%s[0] error %g (expected %.10e, got %.10e)\n", name, relative_error[0], Q_s[0], Q_a[0]);
644   }
645   for (int i = 1; i < 4; i++) {
646     if (fabs(relative_error[i]) >= rtol_u) {
647       printf("%s[%d] error %g (expected %.10e, got %.10e)\n", name, i, relative_error[i], Q_s[i], Q_a[i]);
648     }
649   }
650   if (fabs(relative_error[4]) >= rtol_4) {
651     printf("%s[4] error %g (expected %.10e, got %.10e)\n", name, relative_error[4], Q_s[4], Q_a[4]);
652   }
653   PetscFunctionReturn(PETSC_SUCCESS);
654 }
655 
656 // @brief Verify `StateFromQ` by converting A0 -> B0 -> A0_test, where A0 should equal A0_test
657 static PetscErrorCode TestState(StateVariable state_var_A, StateVariable state_var_B, NewtonianIdealGasContext gas, const CeedScalar A0[5],
658                                 CeedScalar rtol_0, CeedScalar rtol_u, CeedScalar rtol_4) {
659   CeedScalar        B0[5], A0_test[5];
660   char              buf[128];
661   const char *const StateVariables_Initial[] = {"U", "Y", "V"};
662 
663   PetscFunctionBeginUser;
664   const char *A_initial = StateVariables_Initial[state_var_A];
665   const char *B_initial = StateVariables_Initial[state_var_B];
666 
667   State state_A0 = StateFromQ(gas, A0, state_var_A);
668   StateToQ(gas, state_A0, B0, state_var_B);
669   State state_B0 = StateFromQ(gas, B0, state_var_B);
670   StateToQ(gas, state_B0, A0_test, state_var_A);
671 
672   snprintf(buf, sizeof buf, "%s->%s->%s: %s", A_initial, B_initial, A_initial, A_initial);
673   PetscCall(CheckQWithTolerance(A0, A0_test, A0, buf, rtol_0, rtol_u, rtol_4));
674   PetscFunctionReturn(PETSC_SUCCESS);
675 }
676 
677 // @brief Verify `StateFromQ_fwd` via a finite difference approximation
678 static PetscErrorCode TestState_fwd(StateVariable state_var_A, StateVariable state_var_B, NewtonianIdealGasContext gas, const CeedScalar A0[5],
679                                     CeedScalar rtol_0, CeedScalar rtol_u, CeedScalar rtol_4) {
680   CeedScalar        eps = 4e-7;  // Finite difference step
681   char              buf[128];
682   const char *const StateVariables_Initial[] = {"U", "Y", "V"};
683 
684   PetscFunctionBeginUser;
685   const char *A_initial = StateVariables_Initial[state_var_A];
686   const char *B_initial = StateVariables_Initial[state_var_B];
687   State       state_0   = StateFromQ(gas, A0, state_var_A);
688 
689   for (int i = 0; i < 5; i++) {
690     CeedScalar dB[5] = {0.}, dB_fd[5] = {0.};
691     {  // Calculate dB using State functions
692       CeedScalar dA[5] = {0};
693 
694       dA[i]          = A0[i];
695       State dstate_0 = StateFromQ_fwd(gas, state_0, dA, state_var_A);
696       StateToQ_fwd(gas, state_0, dstate_0, dB, state_var_B);
697     }
698 
699     {  // Calculate dB_fd via finite difference approximation
700       CeedScalar A1[5], B0[5], B1[5];
701 
702       for (int j = 0; j < 5; j++) A1[j] = (1 + eps * (i == j)) * A0[j];
703       State state_1 = StateFromQ(gas, A1, state_var_A);
704       StateToQ(gas, state_0, B0, state_var_B);
705       StateToQ(gas, state_1, B1, state_var_B);
706       for (int j = 0; j < 5; j++) dB_fd[j] = (B1[j] - B0[j]) / eps;
707     }
708 
709     snprintf(buf, sizeof buf, "d%s->d%s: StateFrom%s_fwd i=%d: d%s", A_initial, B_initial, A_initial, i, B_initial);
710     PetscCall(CheckQWithTolerance(dB_fd, dB, dB_fd, buf, rtol_0, rtol_u, rtol_4));
711   }
712   PetscFunctionReturn(PETSC_SUCCESS);
713 }
714 
715 // @brief Test the Newtonian State transformation functions, `StateFrom*`
716 static PetscErrorCode UnitTests_Newtonian(Honee honee, NewtonianIdealGasContext gas) {
717   Units            units = honee->units;
718   const CeedScalar kg = units->kilogram, m = units->meter, sec = units->second, K = units->Kelvin;
719   CeedScalar       rtol;
720 
721   PetscFunctionBeginUser;
722   const CeedScalar T          = 200 * K;
723   const CeedScalar rho        = 1.2 * kg / Cube(m);
724   const CeedScalar P          = (HeatCapacityRatio(gas) - 1) * rho * gas->cv * T;
725   const CeedScalar u_base     = 40 * m / sec;
726   const CeedScalar u[3]       = {u_base, u_base * 1.1, u_base * 1.2};
727   const CeedScalar e_kinetic  = 0.5 * Dot3(u, u);
728   const CeedScalar e_internal = gas->cv * T;
729   const CeedScalar e_total    = e_kinetic + e_internal;
730   const CeedScalar gamma      = HeatCapacityRatio(gas);
731   const CeedScalar entropy    = log(P) - gamma * log(rho);
732   const CeedScalar rho_div_p  = rho / P;
733   const CeedScalar Y0[5]      = {P, u[0], u[1], u[2], T};
734   const CeedScalar U0[5]      = {rho, rho * u[0], rho * u[1], rho * u[2], rho * e_total};
735   const CeedScalar V0[5]      = {(gamma - entropy) / (gamma - 1) - rho_div_p * (e_kinetic), rho_div_p * u[0], rho_div_p * u[1], rho_div_p * u[2],
736                                  -rho_div_p};
737 
738   rtol = 20 * CEED_EPSILON;
739   PetscCall(TestState(STATEVAR_PRIMITIVE, STATEVAR_CONSERVATIVE, gas, Y0, rtol, rtol, rtol));
740   PetscCall(TestState(STATEVAR_PRIMITIVE, STATEVAR_ENTROPY, gas, Y0, rtol, rtol, rtol));
741   PetscCall(TestState(STATEVAR_CONSERVATIVE, STATEVAR_PRIMITIVE, gas, U0, rtol, rtol, rtol));
742   PetscCall(TestState(STATEVAR_CONSERVATIVE, STATEVAR_ENTROPY, gas, U0, rtol, rtol, rtol));
743   PetscCall(TestState(STATEVAR_ENTROPY, STATEVAR_CONSERVATIVE, gas, V0, rtol, rtol, rtol));
744   PetscCall(TestState(STATEVAR_ENTROPY, STATEVAR_PRIMITIVE, gas, V0, rtol, rtol, rtol));
745 
746   rtol = 5e-6;
747   PetscCall(TestState_fwd(STATEVAR_PRIMITIVE, STATEVAR_CONSERVATIVE, gas, Y0, rtol, rtol, rtol));
748   PetscCall(TestState_fwd(STATEVAR_PRIMITIVE, STATEVAR_ENTROPY, gas, Y0, rtol, rtol, rtol));
749   PetscCall(TestState_fwd(STATEVAR_CONSERVATIVE, STATEVAR_PRIMITIVE, gas, U0, rtol, rtol, rtol));
750   PetscCall(TestState_fwd(STATEVAR_CONSERVATIVE, STATEVAR_ENTROPY, gas, U0, 10 * rtol, rtol, rtol));
751   PetscCall(TestState_fwd(STATEVAR_ENTROPY, STATEVAR_CONSERVATIVE, gas, V0, 5 * rtol, rtol, rtol));
752   PetscCall(TestState_fwd(STATEVAR_ENTROPY, STATEVAR_PRIMITIVE, gas, V0, 5 * rtol, 5 * rtol, 5 * rtol));
753   PetscFunctionReturn(PETSC_SUCCESS);
754 }
755