xref: /libCEED/examples/fluids/qfunctions/advection.h (revision 4bd6ffc97dc9a7688ef3a2d802aad5d41776eea1)
13d8e8822SJeremy L Thompson // Copyright (c) 2017-2022, Lawrence Livermore National Security, LLC and other CEED contributors.
23d8e8822SJeremy L Thompson // All Rights Reserved. See the top-level LICENSE and NOTICE files for details.
377841947SLeila Ghaffari //
43d8e8822SJeremy L Thompson // SPDX-License-Identifier: BSD-2-Clause
577841947SLeila Ghaffari //
63d8e8822SJeremy L Thompson // This file is part of CEED:  http://github.com/ceed
777841947SLeila Ghaffari 
877841947SLeila Ghaffari /// @file
977841947SLeila Ghaffari /// Advection initial condition and operator for Navier-Stokes example using PETSc
1077841947SLeila Ghaffari 
1177841947SLeila Ghaffari #ifndef advection_h
1277841947SLeila Ghaffari #define advection_h
1377841947SLeila Ghaffari 
14ba6664aeSJames Wright #include <ceed.h>
15c9c2c079SJeremy L Thompson #include <math.h>
1677841947SLeila Ghaffari 
17c44b1c7dSJames Wright #include "advection_types.h"
18c44b1c7dSJames Wright #include "stabilization_types.h"
198756a6ccSJames Wright #include "utils.h"
208756a6ccSJames Wright 
2197baf651SJames Wright typedef struct SetupContextAdv_ *SetupContextAdv;
2297baf651SJames Wright struct SetupContextAdv_ {
2377841947SLeila Ghaffari   CeedScalar           rc;
2477841947SLeila Ghaffari   CeedScalar           lx;
2577841947SLeila Ghaffari   CeedScalar           ly;
2677841947SLeila Ghaffari   CeedScalar           lz;
2777841947SLeila Ghaffari   CeedScalar           wind[3];
2877841947SLeila Ghaffari   CeedScalar           time;
29700ae941SJames Wright   WindType             wind_type;
307b77ddfdSJames Wright   AdvectionICType      initial_condition_type;
31700ae941SJames Wright   BubbleContinuityType bubble_continuity_type;
3277841947SLeila Ghaffari };
3377841947SLeila Ghaffari 
3477841947SLeila Ghaffari // *****************************************************************************
3577841947SLeila Ghaffari // This QFunction sets the initial conditions and the boundary conditions
3677841947SLeila Ghaffari //   for two test cases: ROTATION and TRANSLATION
3777841947SLeila Ghaffari //
3877841947SLeila Ghaffari // -- ROTATION (default)
3977841947SLeila Ghaffari //      Initial Conditions:
4077841947SLeila Ghaffari //        Mass Density:
4177841947SLeila Ghaffari //          Constant mass density of 1.0
4277841947SLeila Ghaffari //        Momentum Density:
4377841947SLeila Ghaffari //          Rotational field in x,y
4477841947SLeila Ghaffari //        Energy Density:
4577841947SLeila Ghaffari //          Maximum of 1. x0 decreasing linearly to 0. as radial distance
4677841947SLeila Ghaffari //            increases to (1.-r/rc), then 0. everywhere else
4777841947SLeila Ghaffari //
4877841947SLeila Ghaffari //      Boundary Conditions:
4977841947SLeila Ghaffari //        Mass Density:
5077841947SLeila Ghaffari //          0.0 flux
5177841947SLeila Ghaffari //        Momentum Density:
5277841947SLeila Ghaffari //          0.0
5377841947SLeila Ghaffari //        Energy Density:
5477841947SLeila Ghaffari //          0.0 flux
5577841947SLeila Ghaffari //
5677841947SLeila Ghaffari // -- TRANSLATION
5777841947SLeila Ghaffari //      Initial Conditions:
5877841947SLeila Ghaffari //        Mass Density:
5977841947SLeila Ghaffari //          Constant mass density of 1.0
6077841947SLeila Ghaffari //        Momentum Density:
6177841947SLeila Ghaffari //           Constant rectilinear field in x,y
6277841947SLeila Ghaffari //        Energy Density:
6377841947SLeila Ghaffari //          Maximum of 1. x0 decreasing linearly to 0. as radial distance
6477841947SLeila Ghaffari //            increases to (1.-r/rc), then 0. everywhere else
6577841947SLeila Ghaffari //
6677841947SLeila Ghaffari //      Boundary Conditions:
6777841947SLeila Ghaffari //        Mass Density:
6877841947SLeila Ghaffari //          0.0 flux
6977841947SLeila Ghaffari //        Momentum Density:
7077841947SLeila Ghaffari //          0.0
7177841947SLeila Ghaffari //        Energy Density:
7277841947SLeila Ghaffari //          Inflow BCs:
7377841947SLeila Ghaffari //            E = E_wind
7477841947SLeila Ghaffari //          Outflow BCs:
7577841947SLeila Ghaffari //            E = E(boundary)
7677841947SLeila Ghaffari //          Both In/Outflow BCs for E are applied weakly in the
7777841947SLeila Ghaffari //            QFunction "Advection_Sur"
7877841947SLeila Ghaffari //
7977841947SLeila Ghaffari // *****************************************************************************
8077841947SLeila Ghaffari 
8177841947SLeila Ghaffari // *****************************************************************************
82ea61e9acSJeremy L Thompson // This helper function provides support for the exact, time-dependent solution (currently not implemented) and IC formulation for 3D advection
8377841947SLeila Ghaffari // *****************************************************************************
842b730f8bSJeremy L Thompson CEED_QFUNCTION_HELPER CeedInt Exact_Advection(CeedInt dim, CeedScalar time, const CeedScalar X[], CeedInt Nf, CeedScalar q[], void *ctx) {
8597baf651SJames Wright   const SetupContextAdv context = (SetupContextAdv)ctx;
8677841947SLeila Ghaffari   const CeedScalar      rc      = context->rc;
8777841947SLeila Ghaffari   const CeedScalar      lx      = context->lx;
8877841947SLeila Ghaffari   const CeedScalar      ly      = context->ly;
8977841947SLeila Ghaffari   const CeedScalar      lz      = context->lz;
9077841947SLeila Ghaffari   const CeedScalar     *wind    = context->wind;
9177841947SLeila Ghaffari 
9277841947SLeila Ghaffari   // Setup
9377841947SLeila Ghaffari   const CeedScalar x0[3]     = {0.25 * lx, 0.5 * ly, 0.5 * lz};
9477841947SLeila Ghaffari   const CeedScalar center[3] = {0.5 * lx, 0.5 * ly, 0.5 * lz};
9577841947SLeila Ghaffari 
9677841947SLeila Ghaffari   // -- Coordinates
9777841947SLeila Ghaffari   const CeedScalar x = X[0];
9877841947SLeila Ghaffari   const CeedScalar y = X[1];
9977841947SLeila Ghaffari   const CeedScalar z = X[2];
10077841947SLeila Ghaffari 
10177841947SLeila Ghaffari   // -- Energy
10277841947SLeila Ghaffari   CeedScalar r = 0.;
1037b77ddfdSJames Wright   switch (context->initial_condition_type) {
1047b77ddfdSJames Wright     case ADVECTIONIC_BUBBLE_SPHERE:  // (dim=3)
1052b730f8bSJeremy L Thompson       r = sqrt(Square(x - x0[0]) + Square(y - x0[1]) + Square(z - x0[2]));
106c44b1c7dSJames Wright       break;
1077b77ddfdSJames Wright     case ADVECTIONIC_BUBBLE_CYLINDER:  // (dim=2)
108c32eb7cbSJed Brown       r = sqrt(Square(x - x0[0]) + Square(y - x0[1]));
109c44b1c7dSJames Wright       break;
1107b77ddfdSJames Wright     case ADVECTIONIC_COSINE_HILL:
111c44b1c7dSJames Wright       r = sqrt(Square(x - center[0]) + Square(y - center[1]));
112c44b1c7dSJames Wright       break;
1137b77ddfdSJames Wright     case ADVECTIONIC_SKEW:
114c44b1c7dSJames Wright       break;
11577841947SLeila Ghaffari   }
11677841947SLeila Ghaffari 
11777841947SLeila Ghaffari   // Initial Conditions
118c44b1c7dSJames Wright   CeedScalar wind_scaling = 1.;
11977841947SLeila Ghaffari   switch (context->wind_type) {
120700ae941SJames Wright     case WIND_ROTATION:
12177841947SLeila Ghaffari       q[0] = 1.;
122c44b1c7dSJames Wright       q[1] = -wind_scaling * (y - center[1]);
123c44b1c7dSJames Wright       q[2] = wind_scaling * (x - center[0]);
12477841947SLeila Ghaffari       q[3] = 0;
12577841947SLeila Ghaffari       break;
126700ae941SJames Wright     case WIND_TRANSLATION:
12777841947SLeila Ghaffari       q[0] = 1.;
12877841947SLeila Ghaffari       q[1] = wind[0];
12977841947SLeila Ghaffari       q[2] = wind[1];
13077841947SLeila Ghaffari       q[3] = wind[2];
13177841947SLeila Ghaffari       break;
13277841947SLeila Ghaffari   }
13377841947SLeila Ghaffari 
1347b77ddfdSJames Wright   switch (context->initial_condition_type) {
1357b77ddfdSJames Wright     case ADVECTIONIC_BUBBLE_SPHERE:
1367b77ddfdSJames Wright     case ADVECTIONIC_BUBBLE_CYLINDER:
13777841947SLeila Ghaffari       switch (context->bubble_continuity_type) {
13877841947SLeila Ghaffari         // original continuous, smooth shape
139c44b1c7dSJames Wright         case BUBBLE_CONTINUITY_SMOOTH:
14077841947SLeila Ghaffari           q[4] = r <= rc ? (1. - r / rc) : 0.;
141c44b1c7dSJames Wright           break;
14277841947SLeila Ghaffari         // discontinuous, sharp back half shape
143c44b1c7dSJames Wright         case BUBBLE_CONTINUITY_BACK_SHARP:
14477841947SLeila Ghaffari           q[4] = ((r <= rc) && (y < center[1])) ? (1. - r / rc) : 0.;
145c44b1c7dSJames Wright           break;
14677841947SLeila Ghaffari         // attempt to define a finite thickness that will get resolved under grid refinement
147c44b1c7dSJames Wright         case BUBBLE_CONTINUITY_THICK:
1482b730f8bSJeremy L Thompson           q[4] = ((r <= rc) && (y < center[1])) ? (1. - r / rc) * fmin(1.0, (center[1] - y) / 1.25) : 0.;
149c44b1c7dSJames Wright           break;
150c44b1c7dSJames Wright       }
151c44b1c7dSJames Wright       break;
1527b77ddfdSJames Wright     case ADVECTIONIC_COSINE_HILL: {
153c44b1c7dSJames Wright       CeedScalar half_width = context->lx / 2;
154c44b1c7dSJames Wright       q[4]                  = r > half_width ? 0. : cos(2 * M_PI * r / half_width + M_PI) + 1.;
155c44b1c7dSJames Wright     } break;
1567b77ddfdSJames Wright     case ADVECTIONIC_SKEW: {
157c44b1c7dSJames Wright       CeedScalar skewed_barrier[3]  = {wind[0], wind[1], 0};
158c44b1c7dSJames Wright       CeedScalar inflow_to_point[3] = {x - context->lx / 2, y, 0};
159c44b1c7dSJames Wright       CeedScalar cross_product[3]   = {0};
160c44b1c7dSJames Wright       Cross3(skewed_barrier, inflow_to_point, cross_product);
161c44b1c7dSJames Wright 
162c44b1c7dSJames Wright       q[4] = cross_product[2] > 0 ? 0 : 1;
163c44b1c7dSJames Wright       if ((x < 5 * CEED_EPSILON && wind[0] < 5 * CEED_EPSILON) ||                // outflow at -x boundary
164c44b1c7dSJames Wright           (y < 5 * CEED_EPSILON && wind[1] < 5 * CEED_EPSILON) ||                // outflow at -y boundary
165c44b1c7dSJames Wright           (x > context->lx - 5 * CEED_EPSILON && wind[0] > 5 * CEED_EPSILON) ||  // outflow at +x boundary
166c44b1c7dSJames Wright           (y > context->ly - 5 * CEED_EPSILON && wind[1] > 5 * CEED_EPSILON)     // outflow at +y boundary
167c44b1c7dSJames Wright       ) {
168c44b1c7dSJames Wright         q[4] = 0;
169c44b1c7dSJames Wright       }
17077841947SLeila Ghaffari     } break;
17177841947SLeila Ghaffari   }
172c44b1c7dSJames Wright 
17377841947SLeila Ghaffari   return 0;
17477841947SLeila Ghaffari }
17577841947SLeila Ghaffari 
17677841947SLeila Ghaffari // *****************************************************************************
17777841947SLeila Ghaffari // This QFunction sets the initial conditions for 3D advection
17877841947SLeila Ghaffari // *****************************************************************************
1792b730f8bSJeremy L Thompson CEED_QFUNCTION(ICsAdvection)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) {
18077841947SLeila Ghaffari   // Inputs
18177841947SLeila Ghaffari   const CeedScalar(*X)[CEED_Q_VLA] = (const CeedScalar(*)[CEED_Q_VLA])in[0];
18277841947SLeila Ghaffari   // Outputs
18377841947SLeila Ghaffari   CeedScalar(*q0)[CEED_Q_VLA] = (CeedScalar(*)[CEED_Q_VLA])out[0];
18477841947SLeila Ghaffari 
18577841947SLeila Ghaffari   // Quadrature Point Loop
18646603fc5SJames Wright   CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) {
18777841947SLeila Ghaffari     const CeedScalar x[]  = {X[0][i], X[1][i], X[2][i]};
188e6225c47SLeila Ghaffari     CeedScalar       q[5] = {0.};
18977841947SLeila Ghaffari 
19077841947SLeila Ghaffari     Exact_Advection(3, 0., x, 5, q, ctx);
19177841947SLeila Ghaffari     for (CeedInt j = 0; j < 5; j++) q0[j][i] = q[j];
19277841947SLeila Ghaffari   }  // End of Quadrature Point Loop
19377841947SLeila Ghaffari 
19477841947SLeila Ghaffari   // Return
19577841947SLeila Ghaffari   return 0;
19677841947SLeila Ghaffari }
19777841947SLeila Ghaffari 
19877841947SLeila Ghaffari // *****************************************************************************
19977841947SLeila Ghaffari // This QFunction implements the following formulation of the advection equation
20077841947SLeila Ghaffari //
20177841947SLeila Ghaffari // This is 3D advection given in two formulations based upon the weak form.
20277841947SLeila Ghaffari //
20377841947SLeila Ghaffari // State Variables: q = ( rho, U1, U2, U3, E )
20477841947SLeila Ghaffari //   rho - Mass Density
20577841947SLeila Ghaffari //   Ui  - Momentum Density    ,  Ui = rho ui
20677841947SLeila Ghaffari //   E   - Total Energy Density
20777841947SLeila Ghaffari //
20877841947SLeila Ghaffari // Advection Equation:
20977841947SLeila Ghaffari //   dE/dt + div( E u ) = 0
21077841947SLeila Ghaffari // *****************************************************************************
2112b730f8bSJeremy L Thompson CEED_QFUNCTION(Advection)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) {
21277841947SLeila Ghaffari   // Inputs
21346603fc5SJames Wright   const CeedScalar(*q)[CEED_Q_VLA]     = (const CeedScalar(*)[CEED_Q_VLA])in[0];
21446603fc5SJames Wright   const CeedScalar(*dq)[5][CEED_Q_VLA] = (const CeedScalar(*)[5][CEED_Q_VLA])in[1];
215f3e15844SJames Wright   const CeedScalar(*q_data)            = in[2];
21677841947SLeila Ghaffari 
21777841947SLeila Ghaffari   // Outputs
21846603fc5SJames Wright   CeedScalar(*v)[CEED_Q_VLA]     = (CeedScalar(*)[CEED_Q_VLA])out[0];
21946603fc5SJames Wright   CeedScalar(*dv)[5][CEED_Q_VLA] = (CeedScalar(*)[5][CEED_Q_VLA])out[1];
22077841947SLeila Ghaffari 
22177841947SLeila Ghaffari   // Context
22277841947SLeila Ghaffari   AdvectionContext context     = (AdvectionContext)ctx;
22377841947SLeila Ghaffari   const CeedScalar CtauS       = context->CtauS;
22477841947SLeila Ghaffari   const CeedScalar strong_form = context->strong_form;
22577841947SLeila Ghaffari 
22677841947SLeila Ghaffari   // Quadrature Point Loop
22746603fc5SJames Wright   CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) {
22877841947SLeila Ghaffari     // Setup
22977841947SLeila Ghaffari     // -- Interp in
23077841947SLeila Ghaffari     const CeedScalar rho  = q[0][i];
2312b730f8bSJeremy L Thompson     const CeedScalar u[3] = {q[1][i] / rho, q[2][i] / rho, q[3][i] / rho};
23277841947SLeila Ghaffari     const CeedScalar E    = q[4][i];
23377841947SLeila Ghaffari     // -- Grad in
2342b730f8bSJeremy L Thompson     const CeedScalar drho[3]  = {dq[0][0][i], dq[1][0][i], dq[2][0][i]};
2352b730f8bSJeremy L Thompson     const CeedScalar du[3][3] = {
2362b730f8bSJeremy L Thompson         {(dq[0][1][i] - drho[0] * u[0]) / rho, (dq[1][1][i] - drho[1] * u[0]) / rho, (dq[2][1][i] - drho[2] * u[0]) / rho},
2372b730f8bSJeremy L Thompson         {(dq[0][2][i] - drho[0] * u[1]) / rho, (dq[1][2][i] - drho[1] * u[1]) / rho, (dq[2][2][i] - drho[2] * u[1]) / rho},
2382b730f8bSJeremy L Thompson         {(dq[0][3][i] - drho[0] * u[2]) / rho, (dq[1][3][i] - drho[1] * u[2]) / rho, (dq[2][3][i] - drho[2] * u[2]) / rho}
23977841947SLeila Ghaffari     };
2402b730f8bSJeremy L Thompson     const CeedScalar dE[3] = {dq[0][4][i], dq[1][4][i], dq[2][4][i]};
241f3e15844SJames Wright     CeedScalar       wdetJ, dXdx[3][3];
242f3e15844SJames Wright     QdataUnpack_3D(Q, i, q_data, &wdetJ, dXdx);
24377841947SLeila Ghaffari     // The Physics
24477841947SLeila Ghaffari     // Note with the order that du was filled and the order that dXdx was filled
24577841947SLeila Ghaffari     //   du[j][k]= du_j / dX_K    (note cap K to be clear this is u_{j,xi_k})
24677841947SLeila Ghaffari     //   dXdx[k][j] = dX_K / dx_j
24777841947SLeila Ghaffari     //   X_K=Kth reference element coordinate (note cap X and K instead of xi_k}
24877841947SLeila Ghaffari     //   x_j and u_j are jth  physical position and velocity components
24977841947SLeila Ghaffari 
25077841947SLeila Ghaffari     // No Change in density or momentum
25177841947SLeila Ghaffari     for (CeedInt f = 0; f < 4; f++) {
2522b730f8bSJeremy L Thompson       for (CeedInt j = 0; j < 3; j++) dv[j][f][i] = 0;
25377841947SLeila Ghaffari       v[f][i] = 0;
25477841947SLeila Ghaffari     }
25577841947SLeila Ghaffari 
25677841947SLeila Ghaffari     // -- Total Energy
25777841947SLeila Ghaffari     // Evaluate the strong form using div(E u) = u . grad(E) + E div(u)
25877841947SLeila Ghaffari     // or in index notation: (u_j E)_{,j} = u_j E_j + E u_{j,j}
25977841947SLeila Ghaffari     CeedScalar div_u = 0, u_dot_grad_E = 0;
26077841947SLeila Ghaffari     for (CeedInt j = 0; j < 3; j++) {
26177841947SLeila Ghaffari       CeedScalar dEdx_j = 0;
26277841947SLeila Ghaffari       for (CeedInt k = 0; k < 3; k++) {
26377841947SLeila Ghaffari         div_u += du[j][k] * dXdx[k][j];  // u_{j,j} = u_{j,K} X_{K,j}
26477841947SLeila Ghaffari         dEdx_j += dE[k] * dXdx[k][j];
26577841947SLeila Ghaffari       }
26677841947SLeila Ghaffari       u_dot_grad_E += u[j] * dEdx_j;
26777841947SLeila Ghaffari     }
26877841947SLeila Ghaffari     CeedScalar strong_conv = E * div_u + u_dot_grad_E;
26977841947SLeila Ghaffari 
27077841947SLeila Ghaffari     // Weak Galerkin convection term: dv \cdot (E u)
2712b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) dv[j][4][i] = (1 - strong_form) * wdetJ * E * (u[0] * dXdx[j][0] + u[1] * dXdx[j][1] + u[2] * dXdx[j][2]);
27277841947SLeila Ghaffari     v[4][i] = 0;
27377841947SLeila Ghaffari 
27477841947SLeila Ghaffari     // Strong Galerkin convection term: - v div(E u)
27577841947SLeila Ghaffari     v[4][i] = -strong_form * wdetJ * strong_conv;
27677841947SLeila Ghaffari 
27777841947SLeila Ghaffari     // Stabilization requires a measure of element transit time in the velocity
27877841947SLeila Ghaffari     //   field u.
27977841947SLeila Ghaffari     CeedScalar uX[3];
2802b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) uX[j] = dXdx[j][0] * u[0] + dXdx[j][1] * u[1] + dXdx[j][2] * u[2];
281*4bd6ffc9SJames Wright     const CeedScalar TauS = CtauS / sqrt(Dot3(uX, uX));
2822b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) dv[j][4][i] -= wdetJ * TauS * strong_conv * uX[j];
28377841947SLeila Ghaffari   }  // End Quadrature Point Loop
28477841947SLeila Ghaffari 
28577841947SLeila Ghaffari   return 0;
28677841947SLeila Ghaffari }
28777841947SLeila Ghaffari 
28877841947SLeila Ghaffari // *****************************************************************************
289ea61e9acSJeremy L Thompson // This QFunction implements 3D (mentioned above) with implicit time stepping method
29077841947SLeila Ghaffari // *****************************************************************************
2912b730f8bSJeremy L Thompson CEED_QFUNCTION(IFunction_Advection)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) {
29277841947SLeila Ghaffari   // Inputs
29346603fc5SJames Wright   const CeedScalar(*q)[CEED_Q_VLA]     = (const CeedScalar(*)[CEED_Q_VLA])in[0];
29446603fc5SJames Wright   const CeedScalar(*dq)[5][CEED_Q_VLA] = (const CeedScalar(*)[5][CEED_Q_VLA])in[1];
29546603fc5SJames Wright   const CeedScalar(*q_dot)[CEED_Q_VLA] = (const CeedScalar(*)[CEED_Q_VLA])in[2];
296f3e15844SJames Wright   const CeedScalar(*q_data)            = in[3];
29746603fc5SJames Wright 
29877841947SLeila Ghaffari   // Outputs
29946603fc5SJames Wright   CeedScalar(*v)[CEED_Q_VLA]     = (CeedScalar(*)[CEED_Q_VLA])out[0];
30046603fc5SJames Wright   CeedScalar(*dv)[5][CEED_Q_VLA] = (CeedScalar(*)[5][CEED_Q_VLA])out[1];
30129ea4e10SJames Wright   CeedScalar *jac_data           = out[2];
30246603fc5SJames Wright 
30377841947SLeila Ghaffari   AdvectionContext context     = (AdvectionContext)ctx;
30477841947SLeila Ghaffari   const CeedScalar CtauS       = context->CtauS;
30577841947SLeila Ghaffari   const CeedScalar strong_form = context->strong_form;
30629ea4e10SJames Wright   const CeedScalar zeros[14]   = {0.};
30777841947SLeila Ghaffari 
30877841947SLeila Ghaffari   // Quadrature Point Loop
30946603fc5SJames Wright   CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) {
31077841947SLeila Ghaffari     // Setup
31177841947SLeila Ghaffari     // -- Interp in
31277841947SLeila Ghaffari     const CeedScalar rho  = q[0][i];
3132b730f8bSJeremy L Thompson     const CeedScalar u[3] = {q[1][i] / rho, q[2][i] / rho, q[3][i] / rho};
31477841947SLeila Ghaffari     const CeedScalar E    = q[4][i];
31577841947SLeila Ghaffari     // -- Grad in
3162b730f8bSJeremy L Thompson     const CeedScalar drho[3]  = {dq[0][0][i], dq[1][0][i], dq[2][0][i]};
3172b730f8bSJeremy L Thompson     const CeedScalar du[3][3] = {
3182b730f8bSJeremy L Thompson         {(dq[0][1][i] - drho[0] * u[0]) / rho, (dq[1][1][i] - drho[1] * u[0]) / rho, (dq[2][1][i] - drho[2] * u[0]) / rho},
3192b730f8bSJeremy L Thompson         {(dq[0][2][i] - drho[0] * u[1]) / rho, (dq[1][2][i] - drho[1] * u[1]) / rho, (dq[2][2][i] - drho[2] * u[1]) / rho},
3202b730f8bSJeremy L Thompson         {(dq[0][3][i] - drho[0] * u[2]) / rho, (dq[1][3][i] - drho[1] * u[2]) / rho, (dq[2][3][i] - drho[2] * u[2]) / rho}
32177841947SLeila Ghaffari     };
3222b730f8bSJeremy L Thompson     const CeedScalar dE[3] = {dq[0][4][i], dq[1][4][i], dq[2][4][i]};
323f3e15844SJames Wright     CeedScalar       wdetJ, dXdx[3][3];
324f3e15844SJames Wright     QdataUnpack_3D(Q, i, q_data, &wdetJ, dXdx);
32577841947SLeila Ghaffari     // The Physics
32677841947SLeila Ghaffari     // Note with the order that du was filled and the order that dXdx was filled
32777841947SLeila Ghaffari     //   du[j][k]= du_j / dX_K    (note cap K to be clear this is u_{j,xi_k} )
32877841947SLeila Ghaffari     //   dXdx[k][j] = dX_K / dx_j
32977841947SLeila Ghaffari     //   X_K=Kth reference element coordinate (note cap X and K instead of xi_k}
33077841947SLeila Ghaffari     //   x_j and u_j are jth  physical position and velocity components
33177841947SLeila Ghaffari 
33277841947SLeila Ghaffari     // No Change in density or momentum
33377841947SLeila Ghaffari     for (CeedInt f = 0; f < 4; f++) {
3342b730f8bSJeremy L Thompson       for (CeedInt j = 0; j < 3; j++) dv[j][f][i] = 0;
33577841947SLeila Ghaffari       v[f][i] = wdetJ * q_dot[f][i];  // K Mass/transient term
33677841947SLeila Ghaffari     }
33777841947SLeila Ghaffari 
33877841947SLeila Ghaffari     // -- Total Energy
33977841947SLeila Ghaffari     // Evaluate the strong form using div(E u) = u . grad(E) + E div(u)
34077841947SLeila Ghaffari     //   or in index notation: (u_j E)_{,j} = u_j E_j + E u_{j,j}
34177841947SLeila Ghaffari     CeedScalar div_u = 0, u_dot_grad_E = 0;
34277841947SLeila Ghaffari     for (CeedInt j = 0; j < 3; j++) {
34377841947SLeila Ghaffari       CeedScalar dEdx_j = 0;
34477841947SLeila Ghaffari       for (CeedInt k = 0; k < 3; k++) {
34577841947SLeila Ghaffari         div_u += du[j][k] * dXdx[k][j];  // u_{j,j} = u_{j,K} X_{K,j}
34677841947SLeila Ghaffari         dEdx_j += dE[k] * dXdx[k][j];
34777841947SLeila Ghaffari       }
34877841947SLeila Ghaffari       u_dot_grad_E += u[j] * dEdx_j;
34977841947SLeila Ghaffari     }
35077841947SLeila Ghaffari     CeedScalar strong_conv = E * div_u + u_dot_grad_E;
35177841947SLeila Ghaffari     CeedScalar strong_res  = q_dot[4][i] + strong_conv;
35277841947SLeila Ghaffari 
35377841947SLeila Ghaffari     v[4][i] = wdetJ * q_dot[4][i];  // transient part (ALWAYS)
35477841947SLeila Ghaffari 
35577841947SLeila Ghaffari     // Weak Galerkin convection term: -dv \cdot (E u)
3562b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) dv[j][4][i] = -wdetJ * (1 - strong_form) * E * (u[0] * dXdx[j][0] + u[1] * dXdx[j][1] + u[2] * dXdx[j][2]);
35777841947SLeila Ghaffari 
35877841947SLeila Ghaffari     // Strong Galerkin convection term: v div(E u)
35977841947SLeila Ghaffari     v[4][i] += wdetJ * strong_form * strong_conv;
36077841947SLeila Ghaffari 
36177841947SLeila Ghaffari     // Stabilization requires a measure of element transit time in the velocity
36277841947SLeila Ghaffari     //   field u.
36377841947SLeila Ghaffari     CeedScalar uX[3];
3642b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) uX[j] = dXdx[j][0] * u[0] + dXdx[j][1] * u[1] + dXdx[j][2] * u[2];
36577841947SLeila Ghaffari     const CeedScalar TauS = CtauS / sqrt(uX[0] * uX[0] + uX[1] * uX[1] + uX[2] * uX[2]);
36677841947SLeila Ghaffari 
3672b730f8bSJeremy L Thompson     for (CeedInt j = 0; j < 3; j++) switch (context->stabilization) {
368700ae941SJames Wright         case STAB_NONE:
36977841947SLeila Ghaffari           break;
370700ae941SJames Wright         case STAB_SU:
371700ae941SJames Wright           dv[j][4][i] += wdetJ * TauS * strong_conv * uX[j];
37277841947SLeila Ghaffari           break;
373700ae941SJames Wright         case STAB_SUPG:
374700ae941SJames Wright           dv[j][4][i] += wdetJ * TauS * strong_res * uX[j];
37577841947SLeila Ghaffari           break;
37677841947SLeila Ghaffari       }
37729ea4e10SJames Wright     StoredValuesPack(Q, i, 0, 14, zeros, jac_data);
37877841947SLeila Ghaffari   }  // End Quadrature Point Loop
37977841947SLeila Ghaffari 
38077841947SLeila Ghaffari   return 0;
38177841947SLeila Ghaffari }
38277841947SLeila Ghaffari 
38377841947SLeila Ghaffari // *****************************************************************************
38477841947SLeila Ghaffari // This QFunction implements consistent outflow and inflow BCs
38577841947SLeila Ghaffari //      for 3D advection
38677841947SLeila Ghaffari //
38777841947SLeila Ghaffari //  Inflow and outflow faces are determined based on sign(dot(wind, normal)):
38877841947SLeila Ghaffari //    sign(dot(wind, normal)) > 0 : outflow BCs
38977841947SLeila Ghaffari //    sign(dot(wind, normal)) < 0 : inflow BCs
39077841947SLeila Ghaffari //
39177841947SLeila Ghaffari //  Outflow BCs:
392ea61e9acSJeremy L Thompson //    The validity of the weak form of the governing equations is extended to the outflow and the current values of E are applied.
39377841947SLeila Ghaffari //
39477841947SLeila Ghaffari //  Inflow BCs:
39577841947SLeila Ghaffari //    A prescribed Total Energy (E_wind) is applied weakly.
39677841947SLeila Ghaffari // *****************************************************************************
3972b730f8bSJeremy L Thompson CEED_QFUNCTION(Advection_InOutFlow)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) {
39877841947SLeila Ghaffari   // Inputs
39946603fc5SJames Wright   const CeedScalar(*q)[CEED_Q_VLA] = (const CeedScalar(*)[CEED_Q_VLA])in[0];
400f3e15844SJames Wright   const CeedScalar(*q_data_sur)    = in[2];
40146603fc5SJames Wright 
40277841947SLeila Ghaffari   // Outputs
40377841947SLeila Ghaffari   CeedScalar(*v)[CEED_Q_VLA]   = (CeedScalar(*)[CEED_Q_VLA])out[0];
40477841947SLeila Ghaffari   AdvectionContext context     = (AdvectionContext)ctx;
40577841947SLeila Ghaffari   const CeedScalar E_wind      = context->E_wind;
40677841947SLeila Ghaffari   const CeedScalar strong_form = context->strong_form;
407f3e15844SJames Wright   const bool       is_implicit = context->implicit;
40877841947SLeila Ghaffari 
40977841947SLeila Ghaffari   // Quadrature Point Loop
41046603fc5SJames Wright   CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) {
41177841947SLeila Ghaffari     // Setup
41277841947SLeila Ghaffari     // -- Interp in
41377841947SLeila Ghaffari     const CeedScalar rho  = q[0][i];
4142b730f8bSJeremy L Thompson     const CeedScalar u[3] = {q[1][i] / rho, q[2][i] / rho, q[3][i] / rho};
41577841947SLeila Ghaffari     const CeedScalar E    = q[4][i];
41677841947SLeila Ghaffari 
417f3e15844SJames Wright     CeedScalar wdetJb, norm[3];
418f3e15844SJames Wright     QdataBoundaryUnpack_3D(Q, i, q_data_sur, &wdetJb, NULL, norm);
419f3e15844SJames Wright     wdetJb *= is_implicit ? -1. : 1.;
42077841947SLeila Ghaffari 
42177841947SLeila Ghaffari     // Normal velocity
42277841947SLeila Ghaffari     const CeedScalar u_normal = norm[0] * u[0] + norm[1] * u[1] + norm[2] * u[2];
42377841947SLeila Ghaffari 
42477841947SLeila Ghaffari     // No Change in density or momentum
42577841947SLeila Ghaffari     for (CeedInt j = 0; j < 4; j++) {
42677841947SLeila Ghaffari       v[j][i] = 0;
42777841947SLeila Ghaffari     }
42877841947SLeila Ghaffari     // Implementing in/outflow BCs
42977841947SLeila Ghaffari     if (u_normal > 0) {  // outflow
43077841947SLeila Ghaffari       v[4][i] = -(1 - strong_form) * wdetJb * E * u_normal;
43177841947SLeila Ghaffari     } else {  // inflow
43277841947SLeila Ghaffari       v[4][i] = -(1 - strong_form) * wdetJb * E_wind * u_normal;
43377841947SLeila Ghaffari     }
43477841947SLeila Ghaffari   }  // End Quadrature Point Loop
43577841947SLeila Ghaffari   return 0;
43677841947SLeila Ghaffari }
43777841947SLeila Ghaffari // *****************************************************************************
43877841947SLeila Ghaffari 
43977841947SLeila Ghaffari #endif  // advection_h
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