1ae2b091fSJames Wright // SPDX-FileCopyrightText: Copyright (c) 2017-2024, HONEE contributors. 2ae2b091fSJames Wright // SPDX-License-Identifier: Apache-2.0 OR BSD-2-Clause 3af8870a9STimothy Aiken 4af8870a9STimothy Aiken /// @file 504e40bb6SJeremy L Thompson /// Shock tube initial condition and Euler equation operator for Navier-Stokes example using PETSc - modified from eulervortex.h 6af8870a9STimothy Aiken 7af8870a9STimothy Aiken // Model from: 804e40bb6SJeremy L Thompson // On the Order of Accuracy and Numerical Performance of Two Classes of Finite Volume WENO Schemes, Zhang, Zhang, and Shu (2011). 9*3e17a7a1SJames Wright #include <ceed/types.h> 10*3e17a7a1SJames Wright #ifndef CEED_RUNNING_JIT_PASS 11*3e17a7a1SJames Wright #include <stdbool.h> 12*3e17a7a1SJames Wright #endif 132b916ea7SJeremy L Thompson 14704b8bbeSJames Wright #include "utils.h" 15af8870a9STimothy Aiken 163636f6a4SJames Wright typedef struct SetupContextShock_ *SetupContextShock; 173636f6a4SJames Wright struct SetupContextShock_ { 18af8870a9STimothy Aiken CeedScalar theta0; 19af8870a9STimothy Aiken CeedScalar thetaC; 20af8870a9STimothy Aiken CeedScalar P0; 21af8870a9STimothy Aiken CeedScalar N; 22af8870a9STimothy Aiken CeedScalar cv; 23af8870a9STimothy Aiken CeedScalar cp; 24af8870a9STimothy Aiken CeedScalar time; 25af8870a9STimothy Aiken CeedScalar mid_point; 26af8870a9STimothy Aiken CeedScalar P_high; 27af8870a9STimothy Aiken CeedScalar rho_high; 28af8870a9STimothy Aiken CeedScalar P_low; 29af8870a9STimothy Aiken CeedScalar rho_low; 30af8870a9STimothy Aiken }; 31af8870a9STimothy Aiken 32af8870a9STimothy Aiken typedef struct ShockTubeContext_ *ShockTubeContext; 33af8870a9STimothy Aiken struct ShockTubeContext_ { 34af8870a9STimothy Aiken CeedScalar Cyzb; 35af8870a9STimothy Aiken CeedScalar Byzb; 36af8870a9STimothy Aiken CeedScalar c_tau; 37af8870a9STimothy Aiken bool implicit; 38af8870a9STimothy Aiken bool yzb; 39af8870a9STimothy Aiken int stabilization; 40af8870a9STimothy Aiken }; 41af8870a9STimothy Aiken 42af8870a9STimothy Aiken // ***************************************************************************** 43af8870a9STimothy Aiken // This function sets the initial conditions 44af8870a9STimothy Aiken // 45af8870a9STimothy Aiken // Temperature: 46af8870a9STimothy Aiken // T = P / (rho * R) 47af8870a9STimothy Aiken // Density: 48af8870a9STimothy Aiken // rho = 1.0 if x <= mid_point 49af8870a9STimothy Aiken // = 0.125 if x > mid_point 50af8870a9STimothy Aiken // Pressure: 51af8870a9STimothy Aiken // P = 1.0 if x <= mid_point 52af8870a9STimothy Aiken // = 0.1 if x > mid_point 53af8870a9STimothy Aiken // Velocity: 54af8870a9STimothy Aiken // u = 0 55af8870a9STimothy Aiken // Velocity/Momentum Density: 56af8870a9STimothy Aiken // Ui = rho ui 57af8870a9STimothy Aiken // Total Energy: 58af8870a9STimothy Aiken // E = P / (gamma - 1) + rho (u u)/2 59af8870a9STimothy Aiken // 60af8870a9STimothy Aiken // Constants: 61af8870a9STimothy Aiken // cv , Specific heat, constant volume 62af8870a9STimothy Aiken // cp , Specific heat, constant pressure 63af8870a9STimothy Aiken // mid_point , Location of initial domain mid_point 64af8870a9STimothy Aiken // gamma = cp / cv, Specific heat ratio 65af8870a9STimothy Aiken // 66af8870a9STimothy Aiken // ***************************************************************************** 67af8870a9STimothy Aiken 68af8870a9STimothy Aiken // ***************************************************************************** 6904e40bb6SJeremy L Thompson // This helper function provides support for the exact, time-dependent solution (currently not implemented) and IC formulation for Euler traveling 7004e40bb6SJeremy L Thompson // vortex 71af8870a9STimothy Aiken // ***************************************************************************** 722b916ea7SJeremy L Thompson CEED_QFUNCTION_HELPER CeedInt Exact_ShockTube(CeedInt dim, CeedScalar time, const CeedScalar X[], CeedInt Nf, CeedScalar q[], void *ctx) { 73af8870a9STimothy Aiken // Context 743636f6a4SJames Wright const SetupContextShock context = (SetupContextShock)ctx; 75af8870a9STimothy Aiken const CeedScalar mid_point = context->mid_point; // Midpoint of the domain 76af8870a9STimothy Aiken const CeedScalar P_high = context->P_high; // Driver section pressure 77af8870a9STimothy Aiken const CeedScalar rho_high = context->rho_high; // Driver section density 78af8870a9STimothy Aiken const CeedScalar P_low = context->P_low; // Driven section pressure 79af8870a9STimothy Aiken const CeedScalar rho_low = context->rho_low; // Driven section density 80af8870a9STimothy Aiken 81af8870a9STimothy Aiken // Setup 82af8870a9STimothy Aiken const CeedScalar gamma = 1.4; // ratio of specific heats 83af8870a9STimothy Aiken const CeedScalar x = X[0]; // Coordinates 84af8870a9STimothy Aiken 85af8870a9STimothy Aiken CeedScalar rho, P, u[3] = {0.}; 86af8870a9STimothy Aiken 87af8870a9STimothy Aiken // Initial Conditions 8867263decSKenneth E. Jansen if (x <= mid_point + 200 * CEED_EPSILON) { 89af8870a9STimothy Aiken rho = rho_high; 90af8870a9STimothy Aiken P = P_high; 91af8870a9STimothy Aiken } else { 92af8870a9STimothy Aiken rho = rho_low; 93af8870a9STimothy Aiken P = P_low; 94af8870a9STimothy Aiken } 95af8870a9STimothy Aiken 96af8870a9STimothy Aiken // Assign exact solution 97af8870a9STimothy Aiken q[0] = rho; 98af8870a9STimothy Aiken q[1] = rho * u[0]; 99af8870a9STimothy Aiken q[2] = rho * u[1]; 100af8870a9STimothy Aiken q[3] = rho * u[2]; 101af8870a9STimothy Aiken q[4] = P / (gamma - 1.0) + rho * (u[0] * u[0]) / 2.; 102af8870a9STimothy Aiken 103af8870a9STimothy Aiken return 0; 104af8870a9STimothy Aiken } 105af8870a9STimothy Aiken 106af8870a9STimothy Aiken // ***************************************************************************** 107af8870a9STimothy Aiken // Helper function for computing flux Jacobian 108af8870a9STimothy Aiken // ***************************************************************************** 1092b916ea7SJeremy L Thompson CEED_QFUNCTION_HELPER void ConvectiveFluxJacobian_Euler(CeedScalar dF[3][5][5], const CeedScalar rho, const CeedScalar u[3], const CeedScalar E, 110af8870a9STimothy Aiken const CeedScalar gamma) { 111af8870a9STimothy Aiken CeedScalar u_sq = u[0] * u[0] + u[1] * u[1] + u[2] * u[2]; // Velocity square 112af8870a9STimothy Aiken for (CeedInt i = 0; i < 3; i++) { // Jacobian matrices for 3 directions 113af8870a9STimothy Aiken for (CeedInt j = 0; j < 3; j++) { // Rows of each Jacobian matrix 114af8870a9STimothy Aiken dF[i][j + 1][0] = ((i == j) ? ((gamma - 1.) * (u_sq / 2.)) : 0.) - u[i] * u[j]; 115af8870a9STimothy Aiken for (CeedInt k = 0; k < 3; k++) { // Columns of each Jacobian matrix 116af8870a9STimothy Aiken dF[i][0][k + 1] = ((i == k) ? 1. : 0.); 1172b916ea7SJeremy L Thompson dF[i][j + 1][k + 1] = ((j == k) ? u[i] : 0.) + ((i == k) ? u[j] : 0.) - ((i == j) ? u[k] : 0.) * (gamma - 1.); 1182b916ea7SJeremy L Thompson dF[i][4][k + 1] = ((i == k) ? (E * gamma / rho - (gamma - 1.) * u_sq / 2.) : 0.) - (gamma - 1.) * u[i] * u[k]; 119af8870a9STimothy Aiken } 120af8870a9STimothy Aiken dF[i][j + 1][4] = ((i == j) ? (gamma - 1.) : 0.); 121af8870a9STimothy Aiken } 122af8870a9STimothy Aiken dF[i][4][0] = u[i] * ((gamma - 1.) * u_sq - E * gamma / rho); 123af8870a9STimothy Aiken dF[i][4][4] = u[i] * gamma; 124af8870a9STimothy Aiken } 125af8870a9STimothy Aiken } 126af8870a9STimothy Aiken 127af8870a9STimothy Aiken // ***************************************************************************** 12804e40bb6SJeremy L Thompson // Helper function for calculating the covariant length scale in the direction of some 3 element input vector 129af8870a9STimothy Aiken // 130af8870a9STimothy Aiken // Where 131af8870a9STimothy Aiken // vec = vector that length is measured in the direction of 132af8870a9STimothy Aiken // h = covariant element length along vec 133af8870a9STimothy Aiken // ***************************************************************************** 1342b916ea7SJeremy L Thompson CEED_QFUNCTION_HELPER CeedScalar Covariant_length_along_vector(CeedScalar vec[3], const CeedScalar dXdx[3][3]) { 135af8870a9STimothy Aiken CeedScalar vec_dot_jacobian[3] = {0.0}; 13678e8b7daSJames Wright 13778e8b7daSJames Wright MatVec3(dXdx, vec, CEED_TRANSPOSE, vec_dot_jacobian); 13878e8b7daSJames Wright return 2.0 * Norm3(vec) / Norm3(vec_dot_jacobian); 139af8870a9STimothy Aiken } 140af8870a9STimothy Aiken 141af8870a9STimothy Aiken // ***************************************************************************** 142af8870a9STimothy Aiken // Helper function for computing Tau elements (stabilization constant) 143af8870a9STimothy Aiken // Model from: 144af8870a9STimothy Aiken // Stabilized Methods for Compressible Flows, Hughes et al 2010 145af8870a9STimothy Aiken // 146af8870a9STimothy Aiken // Spatial criterion #2 - Tau is a 3x3 diagonal matrix 147af8870a9STimothy Aiken // Tau[i] = c_tau h[i] Xi(Pe) / rho(A[i]) (no sum) 148af8870a9STimothy Aiken // 149af8870a9STimothy Aiken // Where 150af8870a9STimothy Aiken // c_tau = stabilization constant (0.5 is reported as "optimal") 151af8870a9STimothy Aiken // h[i] = 2 length(dxdX[i]) 152af8870a9STimothy Aiken // Pe = Peclet number ( Pe = sqrt(u u) / dot(dXdx,u) diffusivity ) 153af8870a9STimothy Aiken // Xi(Pe) = coth Pe - 1. / Pe (1. at large local Peclet number ) 15404e40bb6SJeremy L Thompson // rho(A[i]) = spectral radius of the convective flux Jacobian i, wave speed in direction i 155af8870a9STimothy Aiken // ***************************************************************************** 1562b916ea7SJeremy L Thompson CEED_QFUNCTION_HELPER void Tau_spatial(CeedScalar Tau_x[3], const CeedScalar dXdx[3][3], const CeedScalar u[3], const CeedScalar sound_speed, 1572b916ea7SJeremy L Thompson const CeedScalar c_tau) { 158493642f1SJames Wright for (CeedInt i = 0; i < 3; i++) { 159af8870a9STimothy Aiken // length of element in direction i 16078e8b7daSJames Wright CeedScalar h = 2 / sqrt(Square(dXdx[0][i]) + Square(dXdx[1][i]) + Square(dXdx[2][i])); 161af8870a9STimothy Aiken // fastest wave in direction i 162af8870a9STimothy Aiken CeedScalar fastest_wave = fabs(u[i]) + sound_speed; 163af8870a9STimothy Aiken Tau_x[i] = c_tau * h / fastest_wave; 164af8870a9STimothy Aiken } 165af8870a9STimothy Aiken } 166af8870a9STimothy Aiken 167af8870a9STimothy Aiken // ***************************************************************************** 168af8870a9STimothy Aiken // This QFunction sets the initial conditions for shock tube 169af8870a9STimothy Aiken // ***************************************************************************** 1702b916ea7SJeremy L Thompson CEED_QFUNCTION(ICsShockTube)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) { 171af8870a9STimothy Aiken const CeedScalar(*X)[CEED_Q_VLA] = (const CeedScalar(*)[CEED_Q_VLA])in[0]; 172af8870a9STimothy Aiken CeedScalar(*q0)[CEED_Q_VLA] = (CeedScalar(*)[CEED_Q_VLA])out[0]; 173af8870a9STimothy Aiken 174b193fadcSJames Wright CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) { 175af8870a9STimothy Aiken const CeedScalar x[] = {X[0][i], X[1][i], X[2][i]}; 176af8870a9STimothy Aiken CeedScalar q[5]; 177af8870a9STimothy Aiken 178af8870a9STimothy Aiken Exact_ShockTube(3, 0., x, 5, q, ctx); 179af8870a9STimothy Aiken 1802b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 5; j++) q0[j][i] = q[j]; 181b193fadcSJames Wright } 182af8870a9STimothy Aiken return 0; 183af8870a9STimothy Aiken } 184af8870a9STimothy Aiken 185af8870a9STimothy Aiken // ***************************************************************************** 18604e40bb6SJeremy L Thompson // This QFunction implements the following formulation of Euler equations with explicit time stepping method 187af8870a9STimothy Aiken // 18804e40bb6SJeremy L Thompson // This is 3D Euler for compressible gas dynamics in conservation form with state variables of density, momentum density, and total energy density. 189af8870a9STimothy Aiken // 190af8870a9STimothy Aiken // State Variables: q = ( rho, U1, U2, U3, E ) 191af8870a9STimothy Aiken // rho - Mass Density 192af8870a9STimothy Aiken // Ui - Momentum Density, Ui = rho ui 193af8870a9STimothy Aiken // E - Total Energy Density, E = P / (gamma - 1) + rho (u u)/2 194af8870a9STimothy Aiken // 195af8870a9STimothy Aiken // Euler Equations: 196af8870a9STimothy Aiken // drho/dt + div( U ) = 0 197af8870a9STimothy Aiken // dU/dt + div( rho (u x u) + P I3 ) = 0 198af8870a9STimothy Aiken // dE/dt + div( (E + P) u ) = 0 199af8870a9STimothy Aiken // 200af8870a9STimothy Aiken // Equation of State: 201af8870a9STimothy Aiken // P = (gamma - 1) (E - rho (u u) / 2) 202af8870a9STimothy Aiken // 203af8870a9STimothy Aiken // Constants: 204af8870a9STimothy Aiken // cv , Specific heat, constant volume 205af8870a9STimothy Aiken // cp , Specific heat, constant pressure 206af8870a9STimothy Aiken // g , Gravity 207af8870a9STimothy Aiken // gamma = cp / cv, Specific heat ratio 208af8870a9STimothy Aiken // ***************************************************************************** 2092b916ea7SJeremy L Thompson CEED_QFUNCTION(EulerShockTube)(void *ctx, CeedInt Q, const CeedScalar *const *in, CeedScalar *const *out) { 2103d65b166SJames Wright const CeedScalar(*q)[CEED_Q_VLA] = (const CeedScalar(*)[CEED_Q_VLA])in[0]; 2113d65b166SJames Wright const CeedScalar(*dq)[5][CEED_Q_VLA] = (const CeedScalar(*)[5][CEED_Q_VLA])in[1]; 212ade49511SJames Wright const CeedScalar(*q_data) = in[2]; 2133d65b166SJames Wright CeedScalar(*v)[CEED_Q_VLA] = (CeedScalar(*)[CEED_Q_VLA])out[0]; 2143d65b166SJames Wright CeedScalar(*dv)[5][CEED_Q_VLA] = (CeedScalar(*)[5][CEED_Q_VLA])out[1]; 215af8870a9STimothy Aiken 216af8870a9STimothy Aiken const CeedScalar gamma = 1.4; 217af8870a9STimothy Aiken 218af8870a9STimothy Aiken ShockTubeContext context = (ShockTubeContext)ctx; 219af8870a9STimothy Aiken const CeedScalar Cyzb = context->Cyzb; 220af8870a9STimothy Aiken const CeedScalar Byzb = context->Byzb; 221af8870a9STimothy Aiken const CeedScalar c_tau = context->c_tau; 222af8870a9STimothy Aiken 223b193fadcSJames Wright CeedPragmaSIMD for (CeedInt i = 0; i < Q; i++) { 224af8870a9STimothy Aiken // Setup 225af8870a9STimothy Aiken // -- Interp in 226af8870a9STimothy Aiken const CeedScalar rho = q[0][i]; 2272b916ea7SJeremy L Thompson const CeedScalar u[3] = {q[1][i] / rho, q[2][i] / rho, q[3][i] / rho}; 228af8870a9STimothy Aiken const CeedScalar E = q[4][i]; 2292b916ea7SJeremy L Thompson const CeedScalar drho[3] = {dq[0][0][i], dq[1][0][i], dq[2][0][i]}; 2302b916ea7SJeremy L Thompson const CeedScalar dU[3][3] = { 2312b916ea7SJeremy L Thompson {dq[0][1][i], dq[1][1][i], dq[2][1][i]}, 2322b916ea7SJeremy L Thompson {dq[0][2][i], dq[1][2][i], dq[2][2][i]}, 2332b916ea7SJeremy L Thompson {dq[0][3][i], dq[1][3][i], dq[2][3][i]} 234af8870a9STimothy Aiken }; 2352b916ea7SJeremy L Thompson const CeedScalar dE[3] = {dq[0][4][i], dq[1][4][i], dq[2][4][i]}; 236ade49511SJames Wright CeedScalar wdetJ, dXdx[3][3]; 237ade49511SJames Wright QdataUnpack_3D(Q, i, q_data, &wdetJ, dXdx); 238af8870a9STimothy Aiken // dU/dx 239af8870a9STimothy Aiken CeedScalar du[3][3] = {{0}}; 240af8870a9STimothy Aiken CeedScalar drhodx[3] = {0}; 241af8870a9STimothy Aiken CeedScalar dEdx[3] = {0}; 242af8870a9STimothy Aiken CeedScalar dUdx[3][3] = {{0}}; 243af8870a9STimothy Aiken CeedScalar dXdxdXdxT[3][3] = {{0}}; 244493642f1SJames Wright for (CeedInt j = 0; j < 3; j++) { 245493642f1SJames Wright for (CeedInt k = 0; k < 3; k++) { 246af8870a9STimothy Aiken du[j][k] = (dU[j][k] - drho[k] * u[j]) / rho; 247af8870a9STimothy Aiken drhodx[j] += drho[k] * dXdx[k][j]; 248af8870a9STimothy Aiken dEdx[j] += dE[k] * dXdx[k][j]; 249493642f1SJames Wright for (CeedInt l = 0; l < 3; l++) { 250af8870a9STimothy Aiken dUdx[j][k] += dU[j][l] * dXdx[l][k]; 251af8870a9STimothy Aiken dXdxdXdxT[j][k] += dXdx[j][l] * dXdx[k][l]; // dXdx_j,k * dXdx_k,j 252af8870a9STimothy Aiken } 253af8870a9STimothy Aiken } 254af8870a9STimothy Aiken } 255af8870a9STimothy Aiken 2562b916ea7SJeremy L Thompson const CeedScalar E_kinetic = 0.5 * rho * (u[0] * u[0] + u[1] * u[1] + u[2] * u[2]), E_internal = E - E_kinetic, 257af8870a9STimothy Aiken P = E_internal * (gamma - 1); // P = pressure 258af8870a9STimothy Aiken 259af8870a9STimothy Aiken // The Physics 260af8870a9STimothy Aiken // Zero v and dv so all future terms can safely sum into it 261493642f1SJames Wright for (CeedInt j = 0; j < 5; j++) { 262af8870a9STimothy Aiken v[j][i] = 0; 2632b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 3; k++) dv[k][j][i] = 0; 264af8870a9STimothy Aiken } 265af8870a9STimothy Aiken 266af8870a9STimothy Aiken // -- Density 267af8870a9STimothy Aiken // ---- u rho 2682b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) dv[j][0][i] += wdetJ * (rho * u[0] * dXdx[j][0] + rho * u[1] * dXdx[j][1] + rho * u[2] * dXdx[j][2]); 269af8870a9STimothy Aiken // -- Momentum 270af8870a9STimothy Aiken // ---- rho (u x u) + P I3 2712b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) { 2722b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 3; k++) { 2732b916ea7SJeremy L Thompson dv[k][j + 1][i] += wdetJ * ((rho * u[j] * u[0] + (j == 0 ? P : 0)) * dXdx[k][0] + (rho * u[j] * u[1] + (j == 1 ? P : 0)) * dXdx[k][1] + 274af8870a9STimothy Aiken (rho * u[j] * u[2] + (j == 2 ? P : 0)) * dXdx[k][2]); 2752b916ea7SJeremy L Thompson } 2762b916ea7SJeremy L Thompson } 277af8870a9STimothy Aiken // -- Total Energy Density 278af8870a9STimothy Aiken // ---- (E + P) u 2792b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) dv[j][4][i] += wdetJ * (E + P) * (u[0] * dXdx[j][0] + u[1] * dXdx[j][1] + u[2] * dXdx[j][2]); 280af8870a9STimothy Aiken 281af8870a9STimothy Aiken // -- YZB stabilization 282af8870a9STimothy Aiken if (context->yzb) { 283af8870a9STimothy Aiken CeedScalar drho_norm = 0.0; // magnitude of the density gradient 284af8870a9STimothy Aiken CeedScalar j_vec[3] = {0.0}; // unit vector aligned with the density gradient 285af8870a9STimothy Aiken CeedScalar h_shock = 0.0; // element lengthscale 286af8870a9STimothy Aiken CeedScalar acoustic_vel = 0.0; // characteristic velocity, acoustic speed 287af8870a9STimothy Aiken CeedScalar tau_shock = 0.0; // timescale 288af8870a9STimothy Aiken CeedScalar nu_shock = 0.0; // artificial diffusion 289af8870a9STimothy Aiken 290af8870a9STimothy Aiken // Unit vector aligned with the density gradient 29178e8b7daSJames Wright drho_norm = Norm3(drhodx); 2922b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) j_vec[j] = drhodx[j] / (drho_norm + 1e-20); 293af8870a9STimothy Aiken 294af8870a9STimothy Aiken if (drho_norm == 0.0) { 295af8870a9STimothy Aiken nu_shock = 0.0; 296af8870a9STimothy Aiken } else { 297af8870a9STimothy Aiken h_shock = Covariant_length_along_vector(j_vec, dXdx); 298af8870a9STimothy Aiken h_shock /= Cyzb; 299af8870a9STimothy Aiken acoustic_vel = sqrt(gamma * P / rho); 300af8870a9STimothy Aiken tau_shock = h_shock / (2 * acoustic_vel) * pow(drho_norm * h_shock / rho, Byzb); 301af8870a9STimothy Aiken nu_shock = fabs(tau_shock * acoustic_vel * acoustic_vel); 302af8870a9STimothy Aiken } 303af8870a9STimothy Aiken 3042b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) dv[j][0][i] -= wdetJ * nu_shock * drhodx[j]; 305af8870a9STimothy Aiken 3062b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 3; k++) { 3072b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) dv[j][k][i] -= wdetJ * nu_shock * du[k][j]; 3082b916ea7SJeremy L Thompson } 309af8870a9STimothy Aiken 3102b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) dv[j][4][i] -= wdetJ * nu_shock * dEdx[j]; 311af8870a9STimothy Aiken } 312af8870a9STimothy Aiken 313af8870a9STimothy Aiken // Stabilization 314af8870a9STimothy Aiken // Need the Jacobian for the advective fluxes for stabilization 315af8870a9STimothy Aiken // indexed as: jacob_F_conv[direction][flux component][solution component] 316af8870a9STimothy Aiken CeedScalar jacob_F_conv[3][5][5] = {{{0.}}}; 317af8870a9STimothy Aiken ConvectiveFluxJacobian_Euler(jacob_F_conv, rho, u, E, gamma); 318af8870a9STimothy Aiken 319af8870a9STimothy Aiken // dqdx collects drhodx, dUdx and dEdx in one vector 320af8870a9STimothy Aiken CeedScalar dqdx[5][3]; 321493642f1SJames Wright for (CeedInt j = 0; j < 3; j++) { 322af8870a9STimothy Aiken dqdx[0][j] = drhodx[j]; 323af8870a9STimothy Aiken dqdx[4][j] = dEdx[j]; 3242b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 3; k++) dqdx[k + 1][j] = dUdx[k][j]; 325af8870a9STimothy Aiken } 326af8870a9STimothy Aiken 327af8870a9STimothy Aiken // strong_conv = dF/dq * dq/dx (Strong convection) 328af8870a9STimothy Aiken CeedScalar strong_conv[5] = {0}; 3292b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) { 3302b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 5; k++) { 3312b916ea7SJeremy L Thompson for (CeedInt l = 0; l < 5; l++) strong_conv[k] += jacob_F_conv[j][k][l] * dqdx[l][j]; 3322b916ea7SJeremy L Thompson } 3332b916ea7SJeremy L Thompson } 334af8870a9STimothy Aiken 335af8870a9STimothy Aiken // Stabilization 336af8870a9STimothy Aiken // -- Tau elements 337af8870a9STimothy Aiken const CeedScalar sound_speed = sqrt(gamma * P / rho); 338af8870a9STimothy Aiken CeedScalar Tau_x[3] = {0.}; 339af8870a9STimothy Aiken Tau_spatial(Tau_x, dXdx, u, sound_speed, c_tau); 340af8870a9STimothy Aiken 341af8870a9STimothy Aiken CeedScalar stab[5][3] = {0}; 342af8870a9STimothy Aiken switch (context->stabilization) { 343af8870a9STimothy Aiken case 0: // Galerkin 344af8870a9STimothy Aiken break; 345af8870a9STimothy Aiken case 1: // SU 3462b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 3; j++) { 3472b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 5; k++) { 348493642f1SJames Wright for (CeedInt l = 0; l < 5; l++) { 349af8870a9STimothy Aiken stab[k][j] += jacob_F_conv[j][k][l] * Tau_x[j] * strong_conv[l]; 350af8870a9STimothy Aiken } 3512b916ea7SJeremy L Thompson } 3522b916ea7SJeremy L Thompson } 3532b916ea7SJeremy L Thompson for (CeedInt j = 0; j < 5; j++) { 3542b916ea7SJeremy L Thompson for (CeedInt k = 0; k < 3; k++) dv[k][j][i] -= wdetJ * (stab[j][0] * dXdx[k][0] + stab[j][1] * dXdx[k][1] + stab[j][2] * dXdx[k][2]); 3552b916ea7SJeremy L Thompson } 356af8870a9STimothy Aiken break; 357af8870a9STimothy Aiken } 358b193fadcSJames Wright } 359af8870a9STimothy Aiken return 0; 360af8870a9STimothy Aiken } 361