/* Copyright 2020 Equinor ASA This file is part of the Open Porous Media project (OPM). OPM is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, either version 3 of the License, or (at your option) any later version. OPM is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with OPM. If not, see . */ #include extern "C" void ScaLBL_D3Q19_AAeven_Greyscale(double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double *Pressure) { // conserved momemnts double rho, vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //double uu; // non-conserved moments double f0, f1, f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) for (int n = start; n < finish; n++) { // q=0 f0 = dist[n]; f1 = dist[2 * Np + n]; f2 = dist[1 * Np + n]; f3 = dist[4 * Np + n]; f4 = dist[3 * Np + n]; f5 = dist[6 * Np + n]; f6 = dist[5 * Np + n]; f7 = dist[8 * Np + n]; f8 = dist[7 * Np + n]; f9 = dist[10 * Np + n]; f10 = dist[9 * Np + n]; f11 = dist[12 * Np + n]; f12 = dist[11 * Np + n]; f13 = dist[14 * Np + n]; f14 = dist[13 * Np + n]; f15 = dist[16 * Np + n]; f16 = dist[15 * Np + n]; f17 = dist[18 * Np + n]; f18 = dist[17 * Np + n]; porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes rho = f0 + f2 + f1 + f4 + f3 + f6 + f5 + f8 + f7 + f10 + f9 + f12 + f11 + f14 + f13 + f16 + f15 + f18 + f17; pressure = rho / porosity / 3.0; vx = (f1 - f2 + f7 - f8 + f9 - f10 + f11 - f12 + f13 - f14) / rho + 0.5 * porosity * Gx; vy = (f3 - f4 + f7 - f8 - f9 + f10 + f15 - f16 + f17 - f18) / rho + 0.5 * porosity * Gy; vz = (f5 - f6 + f11 - f12 - f13 + f14 + f15 - f16 - f17 + f18) / rho + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = -porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx; Fy = -porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy; Fz = -porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz; if (porosity == 1.0) { Fx = Gx; Fy = Gy; Fz = Gz; } //------------------------ BGK collison where body force has higher-order terms ----------------------------------------------------------// // // q=0 // dist[n] = f0*(1.0-rlx)+ rlx*0.3333333333333333*rho*(1. - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // + 0.3333333333333333*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 1 // dist[1*Np+n] = f1*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*ux + (4.5*ux*ux)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(3. + (6.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q=2 // dist[2*Np+n] = f2*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*ux + (4.5*ux*ux)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(-3. + (6.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 3 // dist[3*Np+n] = f3*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*uy + (4.5*uy*uy)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. + (6.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 4 // dist[4*Np+n] = f4*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*uy + (4.5*uy*uy)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. + (6.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 5 // dist[5*Np+n] = f5*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*uz + (4.5*uz*uz)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(3. + (6.*uz)/porosity)); // // // q = 6 // dist[6*Np+n] = f6*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*uz + (4.5*uz*uz)/porosity - (1.5*(ux*ux+ uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(-3. + (6.*uz)/porosity)); // // // q = 7 // dist[7*Np+n] = f7*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux + uy) + (4.5*(ux + uy)*(ux + uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(3. - (3.*ux)/porosity + (9.*(ux + uy))/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(ux + uy))/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 8 // dist[8*Np+n] = f8*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux - uy) + (4.5*(-ux - uy)*(-ux - uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(-3. - (3.*ux)/porosity - (9.*(-ux - uy))/porosity) + Fy*(-3. - (9.*(-ux - uy))/porosity - (3.*uy)/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 9 // dist[9*Np+n] = f9*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux - uy) + (4.5*(ux - uy)*(ux - uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(3. - (3.*ux)/porosity + (9.*(ux - uy))/porosity) + Fy*(-3. - (9.*(ux - uy))/porosity - (3.*uy)/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 10 // dist[10*Np+n] = f10*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux + uy) + (4.5*(-ux + uy)*(-ux + uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(-3. - (3.*ux)/porosity - (9.*(-ux + uy))/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(-ux + uy))/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 11 // dist[11*Np+n] = f11*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux + uz) + (4.5*(ux + uz)*(ux + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(3. - (3.*ux)/porosity + (9.*(ux + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(ux + uz))/porosity)); // // // q = 12 // dist[12*Np+n] = f12*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux - uz) + (4.5*(-ux - uz)*(-ux - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(-3. - (3.*ux)/porosity - (9.*(-ux - uz))/porosity) + // Fz*(-3. - (9.*(-ux - uz))/porosity - (3.*uz)/porosity)); // // // q = 13 // dist[13*Np+n] = f13*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux - uz) + (4.5*(ux - uz)*(ux - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(3. - (3.*ux)/porosity + (9.*(ux - uz))/porosity) + // Fz*(-3. - (9.*(ux - uz))/porosity - (3.*uz)/porosity)); // // // q= 14 // dist[14*Np+n] = f14*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux + uz) + (4.5*(-ux + uz)*(-ux + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(-3. - (3.*ux)/porosity - (9.*(-ux + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(-ux + uz))/porosity)); // // // q = 15 // dist[15*Np+n] = f15*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(uy + uz) + (4.5*(uy + uz)*(uy + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(uy + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(uy + uz))/porosity)); // // // q = 16 // dist[16*Np+n] = f16*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-uy - uz) + (4.5*(-uy - uz)*(-uy - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. - (3.*uy)/porosity - (9.*(-uy - uz))/porosity) + // Fz*(-3. - (9.*(-uy - uz))/porosity - (3.*uz)/porosity)); // // // q = 17 // dist[17*Np+n] = f17*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(uy - uz) + (4.5*(uy - uz)*(uy - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(uy - uz))/porosity) + // Fz*(-3. - (9.*(uy - uz))/porosity - (3.*uz)/porosity)); // // // q = 18 // dist[18*Np+n] = f18*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-uy + uz) + (4.5*(-uy + uz)*(-uy + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. - (3.*uy)/porosity - (9.*(-uy + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(-uy + uz))/porosity)); //----------------------------------------------------------------------------------------------------------------------------------------// //------------------------ BGK collison where body force has NO higher-order terms ----------------------------------------------------------// // q=0 dist[n] = f0 * (1.0 - rlx) + rlx * 0.3333333333333333 * rho * (1. - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity); // q = 1 dist[1 * Np + n] = f1 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * ux + (4.5 * ux * ux) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fx * (3.)); // q=2 dist[2 * Np + n] = f2 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * ux + (4.5 * ux * ux) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fx * (-3.)); // q = 3 dist[3 * Np + n] = f3 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * uy + (4.5 * uy * uy) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fy * (3.)); // q = 4 dist[4 * Np + n] = f4 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * uy + (4.5 * uy * uy) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fy * (-3.)); // q = 5 dist[5 * Np + n] = f5 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * uz + (4.5 * uz * uz) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fz * (3.)); // q = 6 dist[6 * Np + n] = f6 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * uz + (4.5 * uz * uz) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fz * (-3.)); // q = 7 dist[7 * Np + n] = f7 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux + uy) + (4.5 * (ux + uy) * (ux + uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fy * (3.)); // q = 8 dist[8 * Np + n] = f8 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux - uy) + (4.5 * (-ux - uy) * (-ux - uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fy * (-3.)); // q = 9 dist[9 * Np + n] = f9 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux - uy) + (4.5 * (ux - uy) * (ux - uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fy * (-3.)); // q = 10 dist[10 * Np + n] = f10 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux + uy) + (4.5 * (-ux + uy) * (-ux + uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fy * (3.)); // q = 11 dist[11 * Np + n] = f11 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux + uz) + (4.5 * (ux + uz) * (ux + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fz * (3.)); // q = 12 dist[12 * Np + n] = f12 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux - uz) + (4.5 * (-ux - uz) * (-ux - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fz * (-3.)); // q = 13 dist[13 * Np + n] = f13 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux - uz) + (4.5 * (ux - uz) * (ux - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fz * (-3.)); // q= 14 dist[14 * Np + n] = f14 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux + uz) + (4.5 * (-ux + uz) * (-ux + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fz * (3.)); // q = 15 dist[15 * Np + n] = f15 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (uy + uz) + (4.5 * (uy + uz) * (uy + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (3.) + Fz * (3.)); // q = 16 dist[16 * Np + n] = f16 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-uy - uz) + (4.5 * (-uy - uz) * (-uy - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (-3.) + Fz * (-3.)); // q = 17 dist[17 * Np + n] = f17 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (uy - uz) + (4.5 * (uy - uz) * (uy - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (3.) + Fz * (-3.)); // q = 18 dist[18 * Np + n] = f18 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-uy + uz) + (4.5 * (-uy + uz) * (-uy + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (-3.) + Fz * (3.)); //-------------------------------------------------------------------------------------------------------------------------------------------// //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_AAodd_Greyscale(int *neighborList, double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double *Pressure) { // conserved momemnts double rho, vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //double uu; // non-conserved moments double f0, f1, f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18; int nr1, nr2, nr3, nr4, nr5, nr6, nr7, nr8, nr9, nr10, nr11, nr12, nr13, nr14, nr15, nr16, nr17, nr18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) for (int n = start; n < finish; n++) { // q=0 f0 = dist[n]; // q=1 nr1 = neighborList[n]; // neighbor 2 ( > 10Np => odd part of dist) f1 = dist[nr1]; // reading the f1 data into register fq nr2 = neighborList[n + Np]; // neighbor 1 ( < 10Np => even part of dist) f2 = dist[nr2]; // reading the f2 data into register fq // q=3 nr3 = neighborList[n + 2 * Np]; // neighbor 4 f3 = dist[nr3]; // q = 4 nr4 = neighborList[n + 3 * Np]; // neighbor 3 f4 = dist[nr4]; // q=5 nr5 = neighborList[n + 4 * Np]; f5 = dist[nr5]; // q = 6 nr6 = neighborList[n + 5 * Np]; f6 = dist[nr6]; // q=7 nr7 = neighborList[n + 6 * Np]; f7 = dist[nr7]; // q = 8 nr8 = neighborList[n + 7 * Np]; f8 = dist[nr8]; // q=9 nr9 = neighborList[n + 8 * Np]; f9 = dist[nr9]; // q = 10 nr10 = neighborList[n + 9 * Np]; f10 = dist[nr10]; // q=11 nr11 = neighborList[n + 10 * Np]; f11 = dist[nr11]; // q=12 nr12 = neighborList[n + 11 * Np]; f12 = dist[nr12]; // q=13 nr13 = neighborList[n + 12 * Np]; f13 = dist[nr13]; // q=14 nr14 = neighborList[n + 13 * Np]; f14 = dist[nr14]; // q=15 nr15 = neighborList[n + 14 * Np]; f15 = dist[nr15]; // q=16 nr16 = neighborList[n + 15 * Np]; f16 = dist[nr16]; // q=17 //fq = dist[18*Np+n]; nr17 = neighborList[n + 16 * Np]; f17 = dist[nr17]; // q=18 nr18 = neighborList[n + 17 * Np]; f18 = dist[nr18]; porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes rho = f0 + f2 + f1 + f4 + f3 + f6 + f5 + f8 + f7 + f10 + f9 + f12 + f11 + f14 + f13 + f16 + f15 + f18 + f17; pressure = rho / porosity / 3.0; vx = (f1 - f2 + f7 - f8 + f9 - f10 + f11 - f12 + f13 - f14) / rho + 0.5 * porosity * Gx; vy = (f3 - f4 + f7 - f8 - f9 + f10 + f15 - f16 + f17 - f18) / rho + 0.5 * porosity * Gy; vz = (f5 - f6 + f11 - f12 - f13 + f14 + f15 - f16 - f17 + f18) / rho + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = -porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx; Fy = -porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy; Fz = -porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz; if (porosity == 1.0) { Fx = Gx; Fy = Gy; Fz = Gz; } //------------------------ BGK collison where body force has higher-order terms ----------------------------------------------------------// // // q=0 // dist[n] = f0*(1.0-rlx) + rlx*0.3333333333333333*rho*(1. - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // + 0.3333333333333333*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 1 // dist[nr2] = f1*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*ux + (4.5*ux*ux)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(3. + (6.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q=2 // dist[nr1] = f2*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*ux + (4.5*ux*ux)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(-3. + (6.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 3 // dist[nr4] = f3*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*uy + (4.5*uy*uy)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. + (6.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 4 // dist[nr3] = f4*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*uy + (4.5*uy*uy)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. + (6.*uy)/porosity) + Fz*(0. - (3.*uz)/porosity)); // // // q = 5 // dist[nr6] = f5*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 + 3.*uz + (4.5*uz*uz)/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(3. + (6.*uz)/porosity)); // // // q = 6 // dist[nr5] = f6*(1.0-rlx) + rlx*0.05555555555555555*rho*(1 - 3.*uz + (4.5*uz*uz)/porosity - (1.5*(ux*ux+ uy*uy + uz*uz))/porosity) // +0.05555555555555555*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(0. - (3.*uy)/porosity) + Fz*(-3. + (6.*uz)/porosity)); // // // q = 7 // dist[nr8] = f7*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux + uy) + (4.5*(ux + uy)*(ux + uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(3. - (3.*ux)/porosity + (9.*(ux + uy))/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(ux + uy))/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 8 // dist[nr7] = f8*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux - uy) + (4.5*(-ux - uy)*(-ux - uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(-3. - (3.*ux)/porosity - (9.*(-ux - uy))/porosity) + Fy*(-3. - (9.*(-ux - uy))/porosity - (3.*uy)/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 9 // dist[nr10] = f9*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux - uy) + (4.5*(ux - uy)*(ux - uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(3. - (3.*ux)/porosity + (9.*(ux - uy))/porosity) + Fy*(-3. - (9.*(ux - uy))/porosity - (3.*uy)/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 10 // dist[nr9] = f10*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux + uy) + (4.5*(-ux + uy)*(-ux + uy))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(-3. - (3.*ux)/porosity - (9.*(-ux + uy))/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(-ux + uy))/porosity) + // Fz*(0. - (3.*uz)/porosity)); // // // q = 11 // dist[nr12] = f11*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux + uz) + (4.5*(ux + uz)*(ux + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(3. - (3.*ux)/porosity + (9.*(ux + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(ux + uz))/porosity)); // // // q = 12 // dist[nr11] = f12*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux - uz) + (4.5*(-ux - uz)*(-ux - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(-3. - (3.*ux)/porosity - (9.*(-ux - uz))/porosity) + // Fz*(-3. - (9.*(-ux - uz))/porosity - (3.*uz)/porosity)); // // // q = 13 // dist[nr14] = f13*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(ux - uz) + (4.5*(ux - uz)*(ux - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(3. - (3.*ux)/porosity + (9.*(ux - uz))/porosity) + // Fz*(-3. - (9.*(ux - uz))/porosity - (3.*uz)/porosity)); // // // q= 14 // dist[nr13] = f14*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-ux + uz) + (4.5*(-ux + uz)*(-ux + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fy*(0. - (3.*uy)/porosity) + Fx*(-3. - (3.*ux)/porosity - (9.*(-ux + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(-ux + uz))/porosity)); // // // q = 15 // dist[nr16] = f15*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(uy + uz) + (4.5*(uy + uz)*(uy + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(uy + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(uy + uz))/porosity)); // // // q = 16 // dist[nr15] = f16*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-uy - uz) + (4.5*(-uy - uz)*(-uy - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. - (3.*uy)/porosity - (9.*(-uy - uz))/porosity) + // Fz*(-3. - (9.*(-uy - uz))/porosity - (3.*uz)/porosity)); // // // q = 17 // dist[nr18] = f17*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(uy - uz) + (4.5*(uy - uz)*(uy - uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(3. - (3.*uy)/porosity + (9.*(uy - uz))/porosity) + // Fz*(-3. - (9.*(uy - uz))/porosity - (3.*uz)/porosity)); // // // q = 18 // dist[nr17] = f18*(1.0-rlx) + rlx*0.027777777777777776*rho*(1 + 3.*(-uy + uz) + (4.5*(-uy + uz)*(-uy + uz))/porosity - (1.5*(ux*ux + uy*uy + uz*uz))/porosity) // +0.027777777777777776*rho*(1. - 0.5*rlx)*(Fx*(0. - (3.*ux)/porosity) + Fy*(-3. - (3.*uy)/porosity - (9.*(-uy + uz))/porosity) + // Fz*(3. - (3.*uz)/porosity + (9.*(-uy + uz))/porosity)); //----------------------------------------------------------------------------------------------------------------------------------------// //------------------------ BGK collison where body force has NO higher-order terms ----------------------------------------------------------// // q=0 dist[n] = f0 * (1.0 - rlx) + rlx * 0.3333333333333333 * rho * (1. - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity); // q = 1 dist[nr2] = f1 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * ux + (4.5 * ux * ux) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fx * (3.)); // q=2 dist[nr1] = f2 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * ux + (4.5 * ux * ux) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fx * (-3.)); // q = 3 dist[nr4] = f3 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * uy + (4.5 * uy * uy) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fy * (3.)); // q = 4 dist[nr3] = f4 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * uy + (4.5 * uy * uy) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fy * (-3.)); // q = 5 dist[nr6] = f5 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 + 3. * uz + (4.5 * uz * uz) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fz * (3.)); // q = 6 dist[nr5] = f6 * (1.0 - rlx) + rlx * 0.05555555555555555 * rho * (1 - 3. * uz + (4.5 * uz * uz) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.05555555555555555 * rho * (1. - 0.5 * rlx) * (Fz * (-3.)); // q = 7 dist[nr8] = f7 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux + uy) + (4.5 * (ux + uy) * (ux + uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fy * (3.)); // q = 8 dist[nr7] = f8 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux - uy) + (4.5 * (-ux - uy) * (-ux - uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fy * (-3.)); // q = 9 dist[nr10] = f9 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux - uy) + (4.5 * (ux - uy) * (ux - uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fy * (-3.)); // q = 10 dist[nr9] = f10 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux + uy) + (4.5 * (-ux + uy) * (-ux + uy)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fy * (3.)); // q = 11 dist[nr12] = f11 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux + uz) + (4.5 * (ux + uz) * (ux + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fz * (3.)); // q = 12 dist[nr11] = f12 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux - uz) + (4.5 * (-ux - uz) * (-ux - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fz * (-3.)); // q = 13 dist[nr14] = f13 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (ux - uz) + (4.5 * (ux - uz) * (ux - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (3.) + Fz * (-3.)); // q= 14 dist[nr13] = f14 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-ux + uz) + (4.5 * (-ux + uz) * (-ux + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fx * (-3.) + Fz * (3.)); // q = 15 dist[nr16] = f15 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (uy + uz) + (4.5 * (uy + uz) * (uy + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (3.) + Fz * (3.)); // q = 16 dist[nr15] = f16 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-uy - uz) + (4.5 * (-uy - uz) * (-uy - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (-3.) + Fz * (-3.)); // q = 17 dist[nr18] = f17 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (uy - uz) + (4.5 * (uy - uz) * (uy - uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (3.) + Fz * (-3.)); // q = 18 dist[nr17] = f18 * (1.0 - rlx) + rlx * 0.027777777777777776 * rho * (1 + 3. * (-uy + uz) + (4.5 * (-uy + uz) * (-uy + uz)) / porosity - (1.5 * (ux * ux + uy * uy + uz * uz)) / porosity) + 0.027777777777777776 * rho * (1. - 0.5 * rlx) * (Fy * (-3.) + Fz * (3.)); //-------------------------------------------------------------------------------------------------------------------------------------------// //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_AAeven_Greyscale_IMRT( double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double Den, double *Pressure) { double vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //defined for this incompressible model // conserved momemnts double jx, jy, jz; // non-conserved moments double m1, m2, m4, m6, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18; double fq; //double f0,f1,f2,f3,f4,f5,f6,f7,f8,f9,f10,f11,f12,f13,f14,f15,f16,f17,f18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) double rlx_setA = rlx; double rlx_setB = 8.f * (2.f - rlx_setA) / (8.f - rlx_setA); const double mrt_V1 = 0.05263157894736842; const double mrt_V2 = 0.012531328320802; const double mrt_V3 = 0.04761904761904762; const double mrt_V4 = 0.004594820384294068; const double mrt_V5 = 0.01587301587301587; const double mrt_V6 = 0.0555555555555555555555555; const double mrt_V7 = 0.02777777777777778; const double mrt_V8 = 0.08333333333333333; const double mrt_V9 = 0.003341687552213868; const double mrt_V10 = 0.003968253968253968; const double mrt_V11 = 0.01388888888888889; const double mrt_V12 = 0.04166666666666666; for (int n = start; n < finish; n++) { //........................................................................ // READ THE DISTRIBUTIONS // (read from opposite array due to previous swap operation) //........................................................................ // q=0 fq = dist[n]; m1 = -30.0 * fq; m2 = 12.0 * fq; // q=1 fq = dist[2 * Np + n]; pressure = fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jx = fq; m4 = -4.0 * fq; m9 = 2.0 * fq; m10 = -4.0 * fq; // f2 = dist[10*Np+n]; fq = dist[1 * Np + n]; pressure += fq; m1 -= 11.0 * (fq); m2 -= 4.0 * (fq); jx -= fq; m4 += 4.0 * (fq); m9 += 2.0 * (fq); m10 -= 4.0 * (fq); // q=3 fq = dist[4 * Np + n]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy = fq; m6 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 = fq; m12 = -2.0 * fq; // q = 4 fq = dist[3 * Np + n]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy -= fq; m6 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 += fq; m12 -= 2.0 * fq; // q=5 fq = dist[6 * Np + n]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz = fq; m8 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q = 6 fq = dist[5 * Np + n]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz -= fq; m8 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q=7 fq = dist[8 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 = fq; m16 = fq; m17 = -fq; // q = 8 fq = dist[7 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 += fq; m16 -= fq; m17 += fq; // q=9 fq = dist[10 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 += fq; m17 += fq; // q = 10 fq = dist[9 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 -= fq; m17 -= fq; // q=11 fq = dist[12 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 = fq; m16 -= fq; m18 = fq; // q=12 fq = dist[11 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 += fq; m16 += fq; m18 -= fq; // q=13 fq = dist[14 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 -= fq; m18 -= fq; // q=14 fq = dist[13 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 += fq; m18 += fq; // q=15 fq = dist[16 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 = fq; m17 += fq; m18 -= fq; // q=16 fq = dist[15 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 += fq; m17 -= fq; m18 += fq; // q=17 fq = dist[18 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 += fq; m18 += fq; // q=18 fq = dist[17 * Np + n]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 -= fq; m18 -= fq; //---------------------------------------------------------------------// porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes vx = jx / Den + 0.5 * porosity * Gx; vy = jy / Den + 0.5 * porosity * Gy; vz = jz / Den + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = Den * (-porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx); Fy = Den * (-porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy); Fz = Den * (-porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz); if (porosity == 1.0) { Fx = Den * Gx; Fy = Den * Gy; Fz = Den * Gz; } //Calculate pressure for Incompressible-MRT model pressure = 0.5 / porosity * (pressure - 0.5 * Den * u_mag * u_mag / porosity); //-------------------- IMRT collison where body force has higher-order terms -------------// // //..............carry out relaxation process............................................... // m1 = m1 + rlx_setA*((-30*Den+19*Den*(ux*ux+uy*uy+uz*uz)/porosity + 57*pressure*porosity) - m1) // + (1-0.5*rlx_setA)*38*(Fx*ux+Fy*uy+Fz*uz)/porosity; // m2 = m2 + rlx_setA*((12*Den - 5.5*Den*(ux*ux+uy*uy+uz*uz)/porosity-27*pressure*porosity) - m2) // + (1-0.5*rlx_setA)*11*(-Fx*ux-Fy*uy-Fz*uz)/porosity; // jx = jx + Fx; // m4 = m4 + rlx_setB*((-0.6666666666666666*ux*Den) - m4) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fx); // jy = jy + Fy; // m6 = m6 + rlx_setB*((-0.6666666666666666*uy*Den) - m6) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fy); // jz = jz + Fz; // m8 = m8 + rlx_setB*((-0.6666666666666666*uz*Den) - m8) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fz); // m9 = m9 + rlx_setA*((Den*(2*ux*ux-uy*uy-uz*uz)/porosity) - m9) // + (1-0.5*rlx_setA)*(4*Fx*ux-2*Fy*uy-2*Fz*uz)/porosity; // m10 = m10 + rlx_setA*(-0.5*Den*((2*ux*ux-uy*uy-uz*uz)/porosity)- m10) // + (1-0.5*rlx_setA)*(-2*Fx*ux+Fy*uy+Fz*uz)/porosity; // m11 = m11 + rlx_setA*((Den*(uy*uy-uz*uz)/porosity) - m11) // + (1-0.5*rlx_setA)*(2*Fy*uy-2*Fz*uz)/porosity; // m12 = m12 + rlx_setA*(-0.5*(Den*(uy*uy-uz*uz)/porosity)- m12) // + (1-0.5*rlx_setA)*(-Fy*uy+Fz*uz)/porosity; // m13 = m13 + rlx_setA*((Den*ux*uy/porosity) - m13) // + (1-0.5*rlx_setA)*(Fy*ux+Fx*uy)/porosity; // m14 = m14 + rlx_setA*((Den*uy*uz/porosity) - m14) // + (1-0.5*rlx_setA)*(Fz*uy+Fy*uz)/porosity; // m15 = m15 + rlx_setA*((Den*ux*uz/porosity) - m15) // + (1-0.5*rlx_setA)*(Fz*ux+Fx*uz)/porosity; // m16 = m16 + rlx_setB*( - m16); // m17 = m17 + rlx_setB*( - m17); // m18 = m18 + rlx_setB*( - m18); // //....................................................................................................... //-------------------- IMRT collison where body force has NO higher-order terms -------------// //..............carry out relaxation process............................................... m1 = m1 + rlx_setA * ((-30 * Den + 19 * Den * (ux * ux + uy * uy + uz * uz) / porosity + 57 * pressure * porosity) - m1); m2 = m2 + rlx_setA * ((12 * Den - 5.5 * Den * (ux * ux + uy * uy + uz * uz) / porosity - 27 * pressure * porosity) - m2); jx = jx + Fx; m4 = m4 + rlx_setB * ((-0.6666666666666666 * ux * Den) - m4) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fx); jy = jy + Fy; m6 = m6 + rlx_setB * ((-0.6666666666666666 * uy * Den) - m6) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fy); jz = jz + Fz; m8 = m8 + rlx_setB * ((-0.6666666666666666 * uz * Den) - m8) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fz); m9 = m9 + rlx_setA * ((Den * (2 * ux * ux - uy * uy - uz * uz) / porosity) - m9); m10 = m10 + rlx_setA * (-0.5 * Den * ((2 * ux * ux - uy * uy - uz * uz) / porosity) - m10); m11 = m11 + rlx_setA * ((Den * (uy * uy - uz * uz) / porosity) - m11); m12 = m12 + rlx_setA * (-0.5 * (Den * (uy * uy - uz * uz) / porosity) - m12); m13 = m13 + rlx_setA * ((Den * ux * uy / porosity) - m13); m14 = m14 + rlx_setA * ((Den * uy * uz / porosity) - m14); m15 = m15 + rlx_setA * ((Den * ux * uz / porosity) - m15); m16 = m16 + rlx_setB * (-m16); m17 = m17 + rlx_setB * (-m17); m18 = m18 + rlx_setB * (-m18); //....................................................................................................... //.................inverse transformation...................................................... // q=0 fq = mrt_V1 * Den - mrt_V2 * m1 + mrt_V3 * m2; dist[n] = fq; // q = 1 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jx - m4) + mrt_V6 * (m9 - m10); dist[1 * Np + n] = fq; // q=2 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m4 - jx) + mrt_V6 * (m9 - m10); dist[2 * Np + n] = fq; // q = 3 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jy - m6) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); dist[3 * Np + n] = fq; // q = 4 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m6 - jy) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); dist[4 * Np + n] = fq; // q = 5 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jz - m8) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); dist[5 * Np + n] = fq; // q = 6 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m8 - jz) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); dist[6 * Np + n] = fq; // q = 7 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jy) + 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m16 - m17); dist[7 * Np + n] = fq; // q = 8 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jy) - 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m17 - m16); dist[8 * Np + n] = fq; // q = 9 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jy) + 0.025 * (m4 - m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 + 0.125 * (m16 + m17); dist[9 * Np + n] = fq; // q = 10 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jx) + 0.025 * (m6 - m4) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 - 0.125 * (m16 + m17); dist[10 * Np + n] = fq; // q = 11 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jz) + 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m18 - m16); dist[11 * Np + n] = fq; // q = 12 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jz) - 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m16 - m18); dist[12 * Np + n] = fq; // q = 13 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jz) + 0.025 * (m4 - m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 - 0.125 * (m16 + m18); dist[13 * Np + n] = fq; // q= 14 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jx) + 0.025 * (m8 - m4) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 + 0.125 * (m16 + m18); dist[14 * Np + n] = fq; // q = 15 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy + jz) + 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m17 - m18); dist[15 * Np + n] = fq; // q = 16 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jy + jz) - 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m18 - m17); dist[16 * Np + n] = fq; // q = 17 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jz) + 0.025 * (m6 - m8) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 + 0.125 * (m17 + m18); dist[17 * Np + n] = fq; // q = 18 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jy) + 0.025 * (m8 - m6) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 - 0.125 * (m17 + m18); dist[18 * Np + n] = fq; //........................................................................ //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_AAodd_Greyscale_IMRT( int *neighborList, double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double Den, double *Pressure) { int nread; double vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //defined for this incompressible model // conserved momemnts double jx, jy, jz; // non-conserved moments double m1, m2, m4, m6, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18; double fq; //double f0,f1,f2,f3,f4,f5,f6,f7,f8,f9,f10,f11,f12,f13,f14,f15,f16,f17,f18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) double rlx_setA = rlx; double rlx_setB = 8.f * (2.f - rlx_setA) / (8.f - rlx_setA); const double mrt_V1 = 0.05263157894736842; const double mrt_V2 = 0.012531328320802; const double mrt_V3 = 0.04761904761904762; const double mrt_V4 = 0.004594820384294068; const double mrt_V5 = 0.01587301587301587; const double mrt_V6 = 0.0555555555555555555555555; const double mrt_V7 = 0.02777777777777778; const double mrt_V8 = 0.08333333333333333; const double mrt_V9 = 0.003341687552213868; const double mrt_V10 = 0.003968253968253968; const double mrt_V11 = 0.01388888888888889; const double mrt_V12 = 0.04166666666666666; for (int n = start; n < finish; n++) { //........................................................................ // READ THE DISTRIBUTIONS // (read from opposite array due to previous swap operation) //........................................................................ // q=0 fq = dist[n]; m1 = -30.0 * fq; m2 = 12.0 * fq; // q=1 nread = neighborList[n]; // neighbor 2 ( > 10Np => odd part of dist) fq = dist[nread]; // reading the f1 data into register fq pressure = fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jx = fq; m4 = -4.0 * fq; m9 = 2.0 * fq; m10 = -4.0 * fq; // q=2 nread = neighborList[n + Np]; // neighbor 1 ( < 10Np => even part of dist) fq = dist[nread]; // reading the f2 data into register fq pressure += fq; m1 -= 11.0 * (fq); m2 -= 4.0 * (fq); jx -= fq; m4 += 4.0 * (fq); m9 += 2.0 * (fq); m10 -= 4.0 * (fq); // q=3 nread = neighborList[n + 2 * Np]; // neighbor 4 fq = dist[nread]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy = fq; m6 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 = fq; m12 = -2.0 * fq; // q = 4 nread = neighborList[n + 3 * Np]; // neighbor 3 fq = dist[nread]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy -= fq; m6 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 += fq; m12 -= 2.0 * fq; // q=5 nread = neighborList[n + 4 * Np]; fq = dist[nread]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz = fq; m8 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q = 6 nread = neighborList[n + 5 * Np]; fq = dist[nread]; pressure += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz -= fq; m8 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q=7 nread = neighborList[n + 6 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 = fq; m16 = fq; m17 = -fq; // q = 8 nread = neighborList[n + 7 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 += fq; m16 -= fq; m17 += fq; // q=9 nread = neighborList[n + 8 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 += fq; m17 += fq; // q = 10 nread = neighborList[n + 9 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 -= fq; m17 -= fq; // q=11 nread = neighborList[n + 10 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 = fq; m16 -= fq; m18 = fq; // q=12 nread = neighborList[n + 11 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 += fq; m16 += fq; m18 -= fq; // q=13 nread = neighborList[n + 12 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 -= fq; m18 -= fq; // q=14 nread = neighborList[n + 13 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 += fq; m18 += fq; // q=15 nread = neighborList[n + 14 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 = fq; m17 += fq; m18 -= fq; // q=16 nread = neighborList[n + 15 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 += fq; m17 -= fq; m18 += fq; // q=17 nread = neighborList[n + 16 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 += fq; m18 += fq; // q=18 nread = neighborList[n + 17 * Np]; fq = dist[nread]; pressure += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 -= fq; m18 -= fq; //---------------------------------------------------------------------// porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes vx = jx / Den + 0.5 * porosity * Gx; vy = jy / Den + 0.5 * porosity * Gy; vz = jz / Den + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = Den * (-porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx); Fy = Den * (-porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy); Fz = Den * (-porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz); if (porosity == 1.0) { Fx = Den * Gx; Fy = Den * Gy; Fz = Den * Gz; } //Calculate pressure for Incompressible-MRT model pressure = 0.5 / porosity * (pressure - 0.5 * Den * u_mag * u_mag / porosity); //-------------------- IMRT collison where body force has higher-order terms -------------// // //..............carry out relaxation process............................................... // m1 = m1 + rlx_setA*((-30*Den+19*Den*(ux*ux+uy*uy+uz*uz)/porosity + 57*pressure*porosity) - m1) // + (1-0.5*rlx_setA)*38*(Fx*ux+Fy*uy+Fz*uz)/porosity; // m2 = m2 + rlx_setA*((12*Den - 5.5*Den*(ux*ux+uy*uy+uz*uz)/porosity-27*pressure*porosity) - m2) // + (1-0.5*rlx_setA)*11*(-Fx*ux-Fy*uy-Fz*uz)/porosity; // jx = jx + Fx; // m4 = m4 + rlx_setB*((-0.6666666666666666*ux*Den) - m4) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fx); // jy = jy + Fy; // m6 = m6 + rlx_setB*((-0.6666666666666666*uy*Den) - m6) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fy); // jz = jz + Fz; // m8 = m8 + rlx_setB*((-0.6666666666666666*uz*Den) - m8) // + (1-0.5*rlx_setB)*(-0.6666666666666666*Fz); // m9 = m9 + rlx_setA*((Den*(2*ux*ux-uy*uy-uz*uz)/porosity) - m9) // + (1-0.5*rlx_setA)*(4*Fx*ux-2*Fy*uy-2*Fz*uz)/porosity; // m10 = m10 + rlx_setA*(-0.5*Den*((2*ux*ux-uy*uy-uz*uz)/porosity)- m10) // + (1-0.5*rlx_setA)*(-2*Fx*ux+Fy*uy+Fz*uz)/porosity; // m11 = m11 + rlx_setA*((Den*(uy*uy-uz*uz)/porosity) - m11) // + (1-0.5*rlx_setA)*(2*Fy*uy-2*Fz*uz)/porosity; // m12 = m12 + rlx_setA*(-0.5*(Den*(uy*uy-uz*uz)/porosity)- m12) // + (1-0.5*rlx_setA)*(-Fy*uy+Fz*uz)/porosity; // m13 = m13 + rlx_setA*((Den*ux*uy/porosity) - m13) // + (1-0.5*rlx_setA)*(Fy*ux+Fx*uy)/porosity; // m14 = m14 + rlx_setA*((Den*uy*uz/porosity) - m14) // + (1-0.5*rlx_setA)*(Fz*uy+Fy*uz)/porosity; // m15 = m15 + rlx_setA*((Den*ux*uz/porosity) - m15) // + (1-0.5*rlx_setA)*(Fz*ux+Fx*uz)/porosity; // m16 = m16 + rlx_setB*( - m16); // m17 = m17 + rlx_setB*( - m17); // m18 = m18 + rlx_setB*( - m18); // //....................................................................................................... //-------------------- IMRT collison where body force has NO higher-order terms -------------// //..............carry out relaxation process............................................... m1 = m1 + rlx_setA * ((-30 * Den + 19 * Den * (ux * ux + uy * uy + uz * uz) / porosity + 57 * pressure * porosity) - m1); m2 = m2 + rlx_setA * ((12 * Den - 5.5 * Den * (ux * ux + uy * uy + uz * uz) / porosity - 27 * pressure * porosity) - m2); jx = jx + Fx; m4 = m4 + rlx_setB * ((-0.6666666666666666 * ux * Den) - m4) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fx); jy = jy + Fy; m6 = m6 + rlx_setB * ((-0.6666666666666666 * uy * Den) - m6) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fy); jz = jz + Fz; m8 = m8 + rlx_setB * ((-0.6666666666666666 * uz * Den) - m8) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fz); m9 = m9 + rlx_setA * ((Den * (2 * ux * ux - uy * uy - uz * uz) / porosity) - m9); m10 = m10 + rlx_setA * (-0.5 * Den * ((2 * ux * ux - uy * uy - uz * uz) / porosity) - m10); m11 = m11 + rlx_setA * ((Den * (uy * uy - uz * uz) / porosity) - m11); m12 = m12 + rlx_setA * (-0.5 * (Den * (uy * uy - uz * uz) / porosity) - m12); m13 = m13 + rlx_setA * ((Den * ux * uy / porosity) - m13); m14 = m14 + rlx_setA * ((Den * uy * uz / porosity) - m14); m15 = m15 + rlx_setA * ((Den * ux * uz / porosity) - m15); m16 = m16 + rlx_setB * (-m16); m17 = m17 + rlx_setB * (-m17); m18 = m18 + rlx_setB * (-m18); //....................................................................................................... //.................inverse transformation...................................................... // q=0 fq = mrt_V1 * Den - mrt_V2 * m1 + mrt_V3 * m2; dist[n] = fq; // q = 1 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jx - m4) + mrt_V6 * (m9 - m10); nread = neighborList[n + Np]; dist[nread] = fq; // q=2 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m4 - jx) + mrt_V6 * (m9 - m10); nread = neighborList[n]; dist[nread] = fq; // q = 3 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jy - m6) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); nread = neighborList[n + 3 * Np]; dist[nread] = fq; // q = 4 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m6 - jy) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); nread = neighborList[n + 2 * Np]; dist[nread] = fq; // q = 5 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jz - m8) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); nread = neighborList[n + 5 * Np]; dist[nread] = fq; // q = 6 fq = mrt_V1 * Den - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m8 - jz) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); nread = neighborList[n + 4 * Np]; dist[nread] = fq; // q = 7 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jy) + 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m16 - m17); nread = neighborList[n + 7 * Np]; dist[nread] = fq; // q = 8 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jy) - 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m17 - m16); nread = neighborList[n + 6 * Np]; dist[nread] = fq; // q = 9 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jy) + 0.025 * (m4 - m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 + 0.125 * (m16 + m17); nread = neighborList[n + 9 * Np]; dist[nread] = fq; // q = 10 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jx) + 0.025 * (m6 - m4) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 - 0.125 * (m16 + m17); nread = neighborList[n + 8 * Np]; dist[nread] = fq; // q = 11 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jz) + 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m18 - m16); nread = neighborList[n + 11 * Np]; dist[nread] = fq; // q = 12 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jz) - 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m16 - m18); nread = neighborList[n + 10 * Np]; dist[nread] = fq; // q = 13 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jz) + 0.025 * (m4 - m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 - 0.125 * (m16 + m18); nread = neighborList[n + 13 * Np]; dist[nread] = fq; // q= 14 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jx) + 0.025 * (m8 - m4) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 + 0.125 * (m16 + m18); nread = neighborList[n + 12 * Np]; dist[nread] = fq; // q = 15 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy + jz) + 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m17 - m18); nread = neighborList[n + 15 * Np]; dist[nread] = fq; // q = 16 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jy + jz) - 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m18 - m17); nread = neighborList[n + 14 * Np]; dist[nread] = fq; // q = 17 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jz) + 0.025 * (m6 - m8) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 + 0.125 * (m17 + m18); nread = neighborList[n + 17 * Np]; dist[nread] = fq; // q = 18 fq = mrt_V1 * Den + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jy) + 0.025 * (m8 - m6) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 - 0.125 * (m17 + m18); nread = neighborList[n + 16 * Np]; dist[nread] = fq; //........................................................................ //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_AAodd_Greyscale_MRT( int *neighborList, double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double rho0, double *Pressure) { int nread; int nr1, nr2, nr3, nr4, nr5, nr6; int nr7, nr8, nr9, nr10; int nr11, nr12, nr13, nr14; double vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //defined for this incompressible model // conserved momemnts double rho, jx, jy, jz; // non-conserved moments double m1, m2, m4, m6, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18; double fq; //double f0,f1,f2,f3,f4,f5,f6,f7,f8,f9,f10,f11,f12,f13,f14,f15,f16,f17,f18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) double rlx_setA = rlx; double rlx_setB = 8.f * (2.f - rlx_setA) / (8.f - rlx_setA); const double mrt_V1 = 0.05263157894736842; const double mrt_V2 = 0.012531328320802; const double mrt_V3 = 0.04761904761904762; const double mrt_V4 = 0.004594820384294068; const double mrt_V5 = 0.01587301587301587; const double mrt_V6 = 0.0555555555555555555555555; const double mrt_V7 = 0.02777777777777778; const double mrt_V8 = 0.08333333333333333; const double mrt_V9 = 0.003341687552213868; const double mrt_V10 = 0.003968253968253968; const double mrt_V11 = 0.01388888888888889; const double mrt_V12 = 0.04166666666666666; for (int n = start; n < finish; n++) { //........................................................................ // READ THE DISTRIBUTIONS // (read from opposite array due to previous swap operation) //........................................................................ // q=0 fq = dist[n]; rho = fq; m1 = -30.0 * fq; m2 = 12.0 * fq; // q=1 //nread = neighborList[n]; // neighbor 2 //fq = dist[nread]; // reading the f1 data into register fq nr1 = neighborList[n]; fq = dist[nr1]; // reading the f1 data into register fq rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jx = fq; m4 = -4.0 * fq; m9 = 2.0 * fq; m10 = -4.0 * fq; // f2 = dist[10*Np+n]; //nread = neighborList[n+Np]; // neighbor 1 ( < 10Np => even part of dist) //fq = dist[nread]; // reading the f2 data into register fq nr2 = neighborList[n + Np]; // neighbor 1 ( < 10Np => even part of dist) fq = dist[nr2]; // reading the f2 data into register fq rho += fq; m1 -= 11.0 * (fq); m2 -= 4.0 * (fq); jx -= fq; m4 += 4.0 * (fq); m9 += 2.0 * (fq); m10 -= 4.0 * (fq); // q=3 //nread = neighborList[n+2*Np]; // neighbor 4 //fq = dist[nread]; nr3 = neighborList[n + 2 * Np]; // neighbor 4 fq = dist[nr3]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy = fq; m6 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 = fq; m12 = -2.0 * fq; // q = 4 //nread = neighborList[n+3*Np]; // neighbor 3 //fq = dist[nread]; nr4 = neighborList[n + 3 * Np]; // neighbor 3 fq = dist[nr4]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy -= fq; m6 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 += fq; m12 -= 2.0 * fq; // q=5 //nread = neighborList[n+4*Np]; //fq = dist[nread]; nr5 = neighborList[n + 4 * Np]; fq = dist[nr5]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz = fq; m8 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q = 6 //nread = neighborList[n+5*Np]; //fq = dist[nread]; nr6 = neighborList[n + 5 * Np]; fq = dist[nr6]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz -= fq; m8 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q=7 //nread = neighborList[n+6*Np]; //fq = dist[nread]; nr7 = neighborList[n + 6 * Np]; fq = dist[nr7]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 = fq; m16 = fq; m17 = -fq; // q = 8 //nread = neighborList[n+7*Np]; //fq = dist[nread]; nr8 = neighborList[n + 7 * Np]; fq = dist[nr8]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 += fq; m16 -= fq; m17 += fq; // q=9 //nread = neighborList[n+8*Np]; //fq = dist[nread]; nr9 = neighborList[n + 8 * Np]; fq = dist[nr9]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 += fq; m17 += fq; // q = 10 //nread = neighborList[n+9*Np]; //fq = dist[nread]; nr10 = neighborList[n + 9 * Np]; fq = dist[nr10]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 -= fq; m17 -= fq; // q=11 //nread = neighborList[n+10*Np]; //fq = dist[nread]; nr11 = neighborList[n + 10 * Np]; fq = dist[nr11]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 = fq; m16 -= fq; m18 = fq; // q=12 //nread = neighborList[n+11*Np]; //fq = dist[nread]; nr12 = neighborList[n + 11 * Np]; fq = dist[nr12]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 += fq; m16 += fq; m18 -= fq; // q=13 //nread = neighborList[n+12*Np]; //fq = dist[nread]; nr13 = neighborList[n + 12 * Np]; fq = dist[nr13]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 -= fq; m18 -= fq; // q=14 //nread = neighborList[n+13*Np]; //fq = dist[nread]; nr14 = neighborList[n + 13 * Np]; fq = dist[nr14]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 += fq; m18 += fq; // q=15 nread = neighborList[n + 14 * Np]; fq = dist[nread]; //fq = dist[17*Np+n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 = fq; m17 += fq; m18 -= fq; // q=16 nread = neighborList[n + 15 * Np]; fq = dist[nread]; //fq = dist[8*Np+n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 += fq; m17 -= fq; m18 += fq; // q=17 //fq = dist[18*Np+n]; nread = neighborList[n + 16 * Np]; fq = dist[nread]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 += fq; m18 += fq; // q=18 nread = neighborList[n + 17 * Np]; fq = dist[nread]; //fq = dist[9*Np+n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 -= fq; m18 -= fq; //---------------------------------------------------------------------// porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes vx = jx / rho0 + 0.5 * porosity * Gx; vy = jy / rho0 + 0.5 * porosity * Gy; vz = jz / rho0 + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = rho0 * (-porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx); Fy = rho0 * (-porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy); Fz = rho0 * (-porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz); if (porosity == 1.0) { Fx = rho0 * Gx; Fy = rho0 * Gy; Fz = rho0 * Gz; } //Calculate pressure for MRT model //pressure=rho/3.f/porosity; pressure = rho / 3.f; //-------------------- MRT collison where body force has NO higher-order terms -------------// m1 = m1 + rlx_setA * ((19 * (ux * ux + uy * uy + uz * uz) * rho0 / porosity - 11 * rho) - m1); m2 = m2 + rlx_setA * ((3 * rho - 5.5 * (ux * ux + uy * uy + uz * uz) * rho0 / porosity) - m2); jx = jx + Fx; m4 = m4 + rlx_setB * ((-0.6666666666666666 * ux * rho0) - m4) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fx); jy = jy + Fy; m6 = m6 + rlx_setB * ((-0.6666666666666666 * uy * rho0) - m6) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fy); jz = jz + Fz; m8 = m8 + rlx_setB * ((-0.6666666666666666 * uz * rho0) - m8) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fz); m9 = m9 + rlx_setA * (((2 * ux * ux - uy * uy - uz * uz) * rho0 / porosity) - m9); m10 = m10 + rlx_setA * (-m10); //m10 = m10 + rlx_setA*(-0.5*rho0*((2*ux*ux-uy*uy-uz*uz)/porosity)- m10); m11 = m11 + rlx_setA * (((uy * uy - uz * uz) * rho0 / porosity) - m11); m12 = m12 + rlx_setA * (-m12); //m12 = m12 + rlx_setA*(-0.5*(rho0*(uy*uy-uz*uz)/porosity)- m12); m13 = m13 + rlx_setA * ((ux * uy * rho0 / porosity) - m13); m14 = m14 + rlx_setA * ((uy * uz * rho0 / porosity) - m14); m15 = m15 + rlx_setA * ((ux * uz * rho0 / porosity) - m15); m16 = m16 + rlx_setB * (-m16); m17 = m17 + rlx_setB * (-m17); m18 = m18 + rlx_setB * (-m18); //....................................................................................................... //.................inverse transformation...................................................... // q=0 fq = mrt_V1 * rho - mrt_V2 * m1 + mrt_V3 * m2; dist[n] = fq; // q = 1 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jx - m4) + mrt_V6 * (m9 - m10); //nread = neighborList[n+Np]; dist[nr2] = fq; // q=2 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m4 - jx) + mrt_V6 * (m9 - m10); //nread = neighborList[n]; dist[nr1] = fq; // q = 3 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jy - m6) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); //nread = neighborList[n+3*Np]; dist[nr4] = fq; // q = 4 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m6 - jy) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); //nread = neighborList[n+2*Np]; dist[nr3] = fq; // q = 5 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jz - m8) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); //nread = neighborList[n+5*Np]; dist[nr6] = fq; // q = 6 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m8 - jz) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); //nread = neighborList[n+4*Np]; dist[nr5] = fq; // q = 7 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jy) + 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m16 - m17); //nread = neighborList[n+7*Np]; dist[nr8] = fq; // q = 8 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jy) - 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m17 - m16); //nread = neighborList[n+6*Np]; dist[nr7] = fq; // q = 9 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jy) + 0.025 * (m4 - m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 + 0.125 * (m16 + m17); //nread = neighborList[n+9*Np]; dist[nr10] = fq; // q = 10 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jx) + 0.025 * (m6 - m4) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 - 0.125 * (m16 + m17); //nread = neighborList[n+8*Np]; dist[nr9] = fq; // q = 11 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jz) + 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m18 - m16); //nread = neighborList[n+11*Np]; dist[nr12] = fq; // q = 12 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jz) - 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m16 - m18); //nread = neighborList[n+10*Np]; dist[nr11] = fq; // q = 13 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jz) + 0.025 * (m4 - m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 - 0.125 * (m16 + m18); //nread = neighborList[n+13*Np]; dist[nr14] = fq; // q= 14 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jx) + 0.025 * (m8 - m4) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 + 0.125 * (m16 + m18); //nread = neighborList[n+12*Np]; dist[nr13] = fq; // q = 15 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy + jz) + 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m17 - m18); nread = neighborList[n + 15 * Np]; dist[nread] = fq; // q = 16 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jy + jz) - 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m18 - m17); nread = neighborList[n + 14 * Np]; dist[nread] = fq; // q = 17 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jz) + 0.025 * (m6 - m8) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 + 0.125 * (m17 + m18); nread = neighborList[n + 17 * Np]; dist[nread] = fq; // q = 18 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jy) + 0.025 * (m8 - m6) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 - 0.125 * (m17 + m18); nread = neighborList[n + 16 * Np]; dist[nread] = fq; //........................................................................ //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_AAeven_Greyscale_MRT( double *dist, int start, int finish, int Np, double rlx, double rlx_eff, double Gx, double Gy, double Gz, double *Poros, double *Perm, double *Velocity, double rho0, double *Pressure) { double vx, vy, vz, v_mag; double ux, uy, uz, u_mag; double pressure; //defined for this incompressible model // conserved momemnts double rho, jx, jy, jz; // non-conserved moments double m1, m2, m4, m6, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18; double fq; //double f0,f1,f2,f3,f4,f5,f6,f7,f8,f9,f10,f11,f12,f13,f14,f15,f16,f17,f18; double GeoFun; //geometric function from Guo's PRE 66, 036304 (2002) double porosity; double perm; //voxel permeability double c0, c1; //Guo's model parameters double mu_eff = (1.0 / rlx_eff - 0.5) / 3.0; //kinematic viscosity double Fx, Fy, Fz; //The total body force including Brinkman force and user-specified (Gx,Gy,Gz) double rlx_setA = rlx; double rlx_setB = 8.f * (2.f - rlx_setA) / (8.f - rlx_setA); const double mrt_V1 = 0.05263157894736842; const double mrt_V2 = 0.012531328320802; const double mrt_V3 = 0.04761904761904762; const double mrt_V4 = 0.004594820384294068; const double mrt_V5 = 0.01587301587301587; const double mrt_V6 = 0.0555555555555555555555555; const double mrt_V7 = 0.02777777777777778; const double mrt_V8 = 0.08333333333333333; const double mrt_V9 = 0.003341687552213868; const double mrt_V10 = 0.003968253968253968; const double mrt_V11 = 0.01388888888888889; const double mrt_V12 = 0.04166666666666666; for (int n = start; n < finish; n++) { //........................................................................ // READ THE DISTRIBUTIONS // (read from opposite array due to previous swap operation) //........................................................................ // q=0 fq = dist[n]; rho = fq; m1 = -30.0 * fq; m2 = 12.0 * fq; // q=1 fq = dist[2 * Np + n]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jx = fq; m4 = -4.0 * fq; m9 = 2.0 * fq; m10 = -4.0 * fq; // f2 = dist[10*Np+n]; fq = dist[1 * Np + n]; rho += fq; m1 -= 11.0 * (fq); m2 -= 4.0 * (fq); jx -= fq; m4 += 4.0 * (fq); m9 += 2.0 * (fq); m10 -= 4.0 * (fq); // q=3 fq = dist[4 * Np + n]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy = fq; m6 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 = fq; m12 = -2.0 * fq; // q = 4 fq = dist[3 * Np + n]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jy -= fq; m6 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 += fq; m12 -= 2.0 * fq; // q=5 fq = dist[6 * Np + n]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz = fq; m8 = -4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q = 6 fq = dist[5 * Np + n]; rho += fq; m1 -= 11.0 * fq; m2 -= 4.0 * fq; jz -= fq; m8 += 4.0 * fq; m9 -= fq; m10 += 2.0 * fq; m11 -= fq; m12 += 2.0 * fq; // q=7 fq = dist[8 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 = fq; m16 = fq; m17 = -fq; // q = 8 fq = dist[7 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 += fq; m16 -= fq; m17 += fq; // q=9 fq = dist[10 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jy -= fq; m6 -= fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 += fq; m17 += fq; // q = 10 fq = dist[9 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jy += fq; m6 += fq; m9 += fq; m10 += fq; m11 += fq; m12 += fq; m13 -= fq; m16 -= fq; m17 -= fq; // q=11 fq = dist[12 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 = fq; m16 -= fq; m18 = fq; // q=12 fq = dist[11 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 += fq; m16 += fq; m18 -= fq; // q=13 fq = dist[14 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx += fq; m4 += fq; jz -= fq; m8 -= fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 -= fq; m18 -= fq; // q=14 fq = dist[13 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jx -= fq; m4 -= fq; jz += fq; m8 += fq; m9 += fq; m10 += fq; m11 -= fq; m12 -= fq; m15 -= fq; m16 += fq; m18 += fq; // q=15 fq = dist[16 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 = fq; m17 += fq; m18 -= fq; // q=16 fq = dist[15 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 += fq; m17 -= fq; m18 += fq; // q=17 fq = dist[18 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy += fq; m6 += fq; jz -= fq; m8 -= fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 += fq; m18 += fq; // q=18 fq = dist[17 * Np + n]; rho += fq; m1 += 8.0 * fq; m2 += fq; jy -= fq; m6 -= fq; jz += fq; m8 += fq; m9 -= 2.0 * fq; m10 -= 2.0 * fq; m14 -= fq; m17 -= fq; m18 -= fq; //---------------------------------------------------------------------// porosity = Poros[n]; perm = Perm[n]; c0 = 0.5 * (1.0 + porosity * 0.5 * mu_eff / perm); if (porosity == 1.0) c0 = 0.5; //i.e. apparent pore nodes GeoFun = 1.75 / sqrt(150.0 * porosity * porosity * porosity); c1 = porosity * 0.5 * GeoFun / sqrt(perm); if (porosity == 1.0) c1 = 0.0; //i.e. apparent pore nodes vx = jx / rho0 + 0.5 * porosity * Gx; vy = jy / rho0 + 0.5 * porosity * Gy; vz = jz / rho0 + 0.5 * porosity * Gz; v_mag = sqrt(vx * vx + vy * vy + vz * vz); ux = vx / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uy = vy / (c0 + sqrt(c0 * c0 + c1 * v_mag)); uz = vz / (c0 + sqrt(c0 * c0 + c1 * v_mag)); u_mag = sqrt(ux * ux + uy * uy + uz * uz); //Update the total force to include linear (Darcy) and nonlinear (Forchheimer) drags due to the porous medium Fx = rho0 * (-porosity * mu_eff / perm * ux - porosity * GeoFun / sqrt(perm) * u_mag * ux + porosity * Gx); Fy = rho0 * (-porosity * mu_eff / perm * uy - porosity * GeoFun / sqrt(perm) * u_mag * uy + porosity * Gy); Fz = rho0 * (-porosity * mu_eff / perm * uz - porosity * GeoFun / sqrt(perm) * u_mag * uz + porosity * Gz); if (porosity == 1.0) { Fx = rho0 * Gx; Fy = rho0 * Gy; Fz = rho0 * Gz; } //Calculate pressure for Incompressible-MRT model //pressure=rho/3.f/porosity; pressure = rho / 3.f; //-------------------- IMRT collison where body force has NO higher-order terms -------------// m1 = m1 + rlx_setA * ((19 * (ux * ux + uy * uy + uz * uz) * rho0 / porosity - 11 * rho) - m1); m2 = m2 + rlx_setA * ((3 * rho - 5.5 * (ux * ux + uy * uy + uz * uz) * rho0 / porosity) - m2); jx = jx + Fx; m4 = m4 + rlx_setB * ((-0.6666666666666666 * ux * rho0) - m4) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fx); jy = jy + Fy; m6 = m6 + rlx_setB * ((-0.6666666666666666 * uy * rho0) - m6) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fy); jz = jz + Fz; m8 = m8 + rlx_setB * ((-0.6666666666666666 * uz * rho0) - m8) + (1 - 0.5 * rlx_setB) * (-0.6666666666666666 * Fz); m9 = m9 + rlx_setA * (((2 * ux * ux - uy * uy - uz * uz) * rho0 / porosity) - m9); m10 = m10 + rlx_setA * (-m10); //m10 = m10 + rlx_setA*(-0.5*rho0*((2*ux*ux-uy*uy-uz*uz)/porosity)- m10); m11 = m11 + rlx_setA * (((uy * uy - uz * uz) * rho0 / porosity) - m11); m12 = m12 + rlx_setA * (-m12); //m12 = m12 + rlx_setA*(-0.5*(rho0*(uy*uy-uz*uz)/porosity)- m12); m13 = m13 + rlx_setA * ((ux * uy * rho0 / porosity) - m13); m14 = m14 + rlx_setA * ((uy * uz * rho0 / porosity) - m14); m15 = m15 + rlx_setA * ((ux * uz * rho0 / porosity) - m15); m16 = m16 + rlx_setB * (-m16); m17 = m17 + rlx_setB * (-m17); m18 = m18 + rlx_setB * (-m18); //....................................................................................................... //.................inverse transformation...................................................... // q=0 fq = mrt_V1 * rho - mrt_V2 * m1 + mrt_V3 * m2; dist[n] = fq; // q = 1 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jx - m4) + mrt_V6 * (m9 - m10); dist[1 * Np + n] = fq; // q=2 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m4 - jx) + mrt_V6 * (m9 - m10); dist[2 * Np + n] = fq; // q = 3 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jy - m6) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); dist[3 * Np + n] = fq; // q = 4 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m6 - jy) + mrt_V7 * (m10 - m9) + mrt_V8 * (m11 - m12); dist[4 * Np + n] = fq; // q = 5 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (jz - m8) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); dist[5 * Np + n] = fq; // q = 6 fq = mrt_V1 * rho - mrt_V4 * m1 - mrt_V5 * m2 + 0.1 * (m8 - jz) + mrt_V7 * (m10 - m9) + mrt_V8 * (m12 - m11); dist[6 * Np + n] = fq; // q = 7 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jy) + 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m16 - m17); dist[7 * Np + n] = fq; // q = 8 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jy) - 0.025 * (m4 + m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 + 0.25 * m13 + 0.125 * (m17 - m16); dist[8 * Np + n] = fq; // q = 9 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jy) + 0.025 * (m4 - m6) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 + 0.125 * (m16 + m17); dist[9 * Np + n] = fq; // q = 10 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jx) + 0.025 * (m6 - m4) + mrt_V7 * m9 + mrt_V11 * m10 + mrt_V8 * m11 + mrt_V12 * m12 - 0.25 * m13 - 0.125 * (m16 + m17); dist[10 * Np + n] = fq; // q = 11 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx + jz) + 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m18 - m16); dist[11 * Np + n] = fq; // q = 12 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jx + jz) - 0.025 * (m4 + m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 + 0.25 * m15 + 0.125 * (m16 - m18); dist[12 * Np + n] = fq; // q = 13 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jx - jz) + 0.025 * (m4 - m8) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 - 0.125 * (m16 + m18); dist[13 * Np + n] = fq; // q= 14 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jx) + 0.025 * (m8 - m4) + mrt_V7 * m9 + mrt_V11 * m10 - mrt_V8 * m11 - mrt_V12 * m12 - 0.25 * m15 + 0.125 * (m16 + m18); dist[14 * Np + n] = fq; // q = 15 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy + jz) + 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m17 - m18); dist[15 * Np + n] = fq; // q = 16 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 - 0.1 * (jy + jz) - 0.025 * (m6 + m8) - mrt_V6 * m9 - mrt_V7 * m10 + 0.25 * m14 + 0.125 * (m18 - m17); dist[16 * Np + n] = fq; // q = 17 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jy - jz) + 0.025 * (m6 - m8) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 + 0.125 * (m17 + m18); dist[17 * Np + n] = fq; // q = 18 fq = mrt_V1 * rho + mrt_V9 * m1 + mrt_V10 * m2 + 0.1 * (jz - jy) + 0.025 * (m8 - m6) - mrt_V6 * m9 - mrt_V7 * m10 - 0.25 * m14 - 0.125 * (m17 + m18); dist[18 * Np + n] = fq; //........................................................................ //Update velocity on device Velocity[0 * Np + n] = ux; Velocity[1 * Np + n] = uy; Velocity[2 * Np + n] = uz; //Update pressure on device Pressure[n] = pressure; } } extern "C" void ScaLBL_D3Q19_GreyIMRT_Init(double *dist, int Np, double Den) { int n; for (n = 0; n < Np; n++) { dist[n] = Den - 0.6666666666666667; dist[Np + n] = 0.055555555555555555; //double(100*n)+1.f; dist[2 * Np + n] = 0.055555555555555555; //double(100*n)+2.f; dist[3 * Np + n] = 0.055555555555555555; //double(100*n)+3.f; dist[4 * Np + n] = 0.055555555555555555; //double(100*n)+4.f; dist[5 * Np + n] = 0.055555555555555555; //double(100*n)+5.f; dist[6 * Np + n] = 0.055555555555555555; //double(100*n)+6.f; dist[7 * Np + n] = 0.0277777777777778; //double(100*n)+7.f; dist[8 * Np + n] = 0.0277777777777778; //double(100*n)+8.f; dist[9 * Np + n] = 0.0277777777777778; //double(100*n)+9.f; dist[10 * Np + n] = 0.0277777777777778; //double(100*n)+10.f; dist[11 * Np + n] = 0.0277777777777778; //double(100*n)+11.f; dist[12 * Np + n] = 0.0277777777777778; //double(100*n)+12.f; dist[13 * Np + n] = 0.0277777777777778; //double(100*n)+13.f; dist[14 * Np + n] = 0.0277777777777778; //double(100*n)+14.f; dist[15 * Np + n] = 0.0277777777777778; //double(100*n)+15.f; dist[16 * Np + n] = 0.0277777777777778; //double(100*n)+16.f; dist[17 * Np + n] = 0.0277777777777778; //double(100*n)+17.f; dist[18 * Np + n] = 0.0277777777777778; //double(100*n)+18.f; } }