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update corey model in greyscale

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This commit is contained in:
James McClure
2021-10-08 12:10:03 -04:00
parent bed008b785
commit f55b946b8a
5 changed files with 189 additions and 2507 deletions
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781
models/GreyscaleColorModel.cpp
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@@ -523,71 +523,6 @@ void ScaLBL_GreyscaleColorModel::AssignGreyPoroPermLabels()
delete [] Permeability;
}
//void ScaLBL_GreyscaleColorModel::AssignGreyscalePotential()
//{
// double *psi;//greyscale potential
// psi = new double[N];
//
// size_t NLABELS=0;
// signed char VALUE=0;
// double AFFINITY=0.f;
//
// auto LabelList = greyscaleColor_db->getVector<int>( "ComponentLabels" );
// auto AffinityList = greyscaleColor_db->getVector<double>( "ComponentAffinity" );
// NLABELS=LabelList.size();
//
// //first, copy over normal phase field
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// VALUE=id[n];
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// //printf("idx=%i, value=%i, %i, \n",idx, VALUE,LabelList[idx]);
// if (VALUE == LabelList[idx]){
// AFFINITY=AffinityList[idx];
// idx = NLABELS;
// }
// }
// // fluid labels are reserved
// if (VALUE == 1) AFFINITY=1.0;
// else if (VALUE == 2) AFFINITY=-1.0;
// psi[n] = AFFINITY;
// }
// }
// }
//
// //second, scale the phase field for grey nodes
// double Cap_Penalty=1.f;
// auto GreyLabelList = greyscaleColor_db->getVector<int>( "GreySolidLabels" );
// auto PermeabilityList = greyscaleColor_db->getVector<double>( "PermeabilityList" );
// NLABELS=GreyLabelList.size();
//
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// VALUE=id[n];
// Cap_Penalty=1.f;
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// if (VALUE == GreyLabelList[idx]){
// Cap_Penalty=alpha*W/sqrt(PermeabilityList[idx]/Dm->voxel_length/Dm->voxel_length);
// idx = NLABELS;
// }
// }
// //update greyscale potential
// psi[n] = psi[n]*Cap_Penalty;
// }
// }
// }
//
// ScaLBL_CopyToDevice(Psi, psi, N*sizeof(double));
// ScaLBL_Comm->Barrier();
// delete [] psi;
//}
void ScaLBL_GreyscaleColorModel::Create(){
/*
* This function creates the variables needed to run a LBM
@@ -635,7 +570,7 @@ void ScaLBL_GreyscaleColorModel::Create(){
//ScaLBL_AllocateDeviceMemory((void **) &Psi, sizeof(double)*Nx*Ny*Nz);//greyscale potential
ScaLBL_AllocateDeviceMemory((void **) &Pressure, sizeof(double)*Np);
ScaLBL_AllocateDeviceMemory((void **) &Velocity, 3*sizeof(double)*Np);
//ScaLBL_AllocateDeviceMemory((void **) &ColorGrad, 3*sizeof(double)*Np);
ScaLBL_AllocateDeviceMemory((void **) &MobilityRatio, sizeof(double)*Np);
//ScaLBL_AllocateDeviceMemory((void **) &GreySolidPhi, sizeof(double)*Nx*Ny*Nz);
//ScaLBL_AllocateDeviceMemory((void **) &GreySolidGrad, 3*sizeof(double)*Np);
ScaLBL_AllocateDeviceMemory((void **) &GreySolidW, sizeof(double)*Np);
@@ -686,8 +621,7 @@ void ScaLBL_GreyscaleColorModel::Create(){
AssignComponentLabels();//do open/black/grey nodes initialization
AssignGreySolidLabels();
AssignGreyPoroPermLabels();
//AssignGreyscalePotential();
Averages->SetParams(rhoA,rhoB,tauA,tauB,Fx,Fy,Fz,alpha,beta,GreyPorosity);
Averages->SetParams(rhoA,rhoB,tauA,tauB,Fx,Fy,Fz,alpha,beta,GreyPorosity);
ScaLBL_Comm->RegularLayout(Map,Porosity_dvc,Averages->Porosity);//porosity doesn't change over time
}
@@ -787,9 +721,6 @@ void ScaLBL_GreyscaleColorModel::Run(){
int nprocs=nprocx*nprocy*nprocz;
const RankInfoStruct rank_info(rank,nprocx,nprocy,nprocz);
int IMAGE_INDEX = 0;
int IMAGE_COUNT = 0;
std::vector<std::string> ImageList;
bool SET_CAPILLARY_NUMBER = false;
bool RESCALE_FORCE = false;
bool MORPH_ADAPT = false;
@@ -845,16 +776,7 @@ void ScaLBL_GreyscaleColorModel::Run(){
/* defaults for simulation protocols */
auto protocol = greyscaleColor_db->getWithDefault<std::string>( "protocol", "none" );
if (protocol == "image sequence"){
// Get the list of images
USE_DIRECT = true;
ImageList = greyscaleColor_db->getVector<std::string>( "image_sequence");
IMAGE_INDEX = greyscaleColor_db->getWithDefault<int>( "image_index", 0 );
IMAGE_COUNT = ImageList.size();
morph_interval = 10000;
USE_MORPH = true;
}
else if (protocol == "seed water"){
if (protocol == "seed water"){
morph_delta = -0.05;
seed_water = 0.01;
USE_SEED = true;
@@ -908,15 +830,7 @@ void ScaLBL_GreyscaleColorModel::Run(){
if (rank==0){
printf("********************************************************\n");
if (protocol == "image sequence"){
printf(" using protocol = image sequence \n");
printf(" min_steady_timesteps = %i \n",MIN_STEADY_TIMESTEPS);
printf(" max_steady_timesteps = %i \n",MAX_STEADY_TIMESTEPS);
printf(" tolerance = %f \n",tolerance);
std::string first_image = ImageList[IMAGE_INDEX];
printf(" first image in sequence: %s ***\n", first_image.c_str());
}
else if (protocol == "seed water"){
if (protocol == "seed water"){
printf(" using protocol = seed water \n");
printf(" min_steady_timesteps = %i \n",MIN_STEADY_TIMESTEPS);
printf(" max_steady_timesteps = %i \n",MAX_STEADY_TIMESTEPS);
@@ -963,18 +877,9 @@ void ScaLBL_GreyscaleColorModel::Run(){
}
// Halo exchange for phase field
ScaLBL_Comm_Regular->SendHalo(Phi);
//Model-1&4 with capillary pressure penalty for grey nodes
ScaLBL_D3Q19_AAodd_GreyscaleColor_CP(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
ScaLBL_D3Q19_AAodd_GreyscaleColor_CP(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,MobilityRatio,Pressure,
rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
alpha, beta, Fx, Fy, Fz, RecoloringOff, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
//Model-1&4
//ScaLBL_D3Q19_AAodd_GreyscaleColor(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi,GreySolidGrad,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
////Model-2&3
//ScaLBL_D3Q19_AAodd_GreyscaleColor(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi,GreySolidPhi,Porosity_dvc,Permeability_dvc,Velocity,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
ScaLBL_Comm_Regular->RecvHalo(Phi);
ScaLBL_Comm->RecvD3Q19AA(fq); //WRITE INTO OPPOSITE
ScaLBL_Comm->Barrier();
@@ -992,18 +897,9 @@ void ScaLBL_GreyscaleColorModel::Run(){
ScaLBL_Comm->D3Q19_Reflection_BC_Z(fq);
}
//Model-1&4 with capillary pressure penalty for grey nodes
ScaLBL_D3Q19_AAodd_GreyscaleColor_CP(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
ScaLBL_D3Q19_AAodd_GreyscaleColor_CP(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,MobilityRatio,Pressure,
rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
alpha, beta, Fx, Fy, Fz, RecoloringOff, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
//Model-1&4
//ScaLBL_D3Q19_AAodd_GreyscaleColor(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi,GreySolidGrad,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
////Model-2&3
//ScaLBL_D3Q19_AAodd_GreyscaleColor(NeighborList, dvcMap, fq, Aq, Bq, Den, Phi,GreySolidPhi,Porosity_dvc,Permeability_dvc,Velocity,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
ScaLBL_Comm->Barrier();
// *************EVEN TIMESTEP*************
@@ -1025,18 +921,9 @@ void ScaLBL_GreyscaleColorModel::Run(){
ScaLBL_Comm->Color_BC_Z(dvcMap, Phi, Den, outletA, outletB);
}
ScaLBL_Comm_Regular->SendHalo(Phi);
//Model-1&4 with capillary pressure penalty for grey nodes
ScaLBL_D3Q19_AAeven_GreyscaleColor_CP(dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
ScaLBL_D3Q19_AAeven_GreyscaleColor_CP(dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,MobilityRatio,Pressure,
rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
alpha, beta, Fx, Fy, Fz, RecoloringOff, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
//Model-1&4
//ScaLBL_D3Q19_AAeven_GreyscaleColor(dvcMap, fq, Aq, Bq, Den, Phi,GreySolidGrad,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
////Model-2&3
//ScaLBL_D3Q19_AAeven_GreyscaleColor(dvcMap, fq, Aq, Bq, Den, Phi,GreySolidPhi,Porosity_dvc,Permeability_dvc,Velocity,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
ScaLBL_Comm_Regular->RecvHalo(Phi);
ScaLBL_Comm->RecvD3Q19AA(fq); //WRITE INTO OPPOSITE
ScaLBL_Comm->Barrier();
@@ -1054,18 +941,9 @@ void ScaLBL_GreyscaleColorModel::Run(){
ScaLBL_Comm->D3Q19_Reflection_BC_Z(fq);
}
//Model-1&4 with capillary pressure penalty for grey nodes
ScaLBL_D3Q19_AAeven_GreyscaleColor_CP(dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
ScaLBL_D3Q19_AAeven_GreyscaleColor_CP(dvcMap, fq, Aq, Bq, Den, Phi, GreySolidW,GreySn,GreySw,GreyKn,GreyKw,Porosity_dvc,Permeability_dvc,Velocity,MobilityRatio,Pressure,
rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
alpha, beta, Fx, Fy, Fz, RecoloringOff, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
//Model-1&4
//ScaLBL_D3Q19_AAeven_GreyscaleColor(dvcMap, fq, Aq, Bq, Den, Phi,GreySolidGrad,Porosity_dvc,Permeability_dvc,Velocity,Pressure,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
////Model-2&3
//ScaLBL_D3Q19_AAeven_GreyscaleColor(dvcMap, fq, Aq, Bq, Den, Phi,GreySolidPhi,Porosity_dvc,Permeability_dvc,Velocity,
// rhoA, rhoB, tauA, tauB,tauA_eff, tauB_eff,
// alpha, beta, Fx, Fy, Fz, Nx, Nx*Ny, 0, ScaLBL_Comm->LastExterior(), Np);
ScaLBL_Comm->Barrier();
//************************************************************************
PROFILE_STOP("Update");
@@ -1121,11 +999,13 @@ void ScaLBL_GreyscaleColorModel::Run(){
if (timestep%analysis_interval == 0){
ScaLBL_Comm->RegularLayout(Map,Pressure,Averages->Pressure);
ScaLBL_Comm->RegularLayout(Map,MobilityRatio,Averages->MobilityRatio);
ScaLBL_Comm->RegularLayout(Map,&Den[0],Averages->Rho_n);
ScaLBL_Comm->RegularLayout(Map,&Den[Np],Averages->Rho_w);
ScaLBL_Comm->RegularLayout(Map,&Velocity[0],Averages->Vel_x);
ScaLBL_Comm->RegularLayout(Map,&Velocity[Np],Averages->Vel_y);
ScaLBL_Comm->RegularLayout(Map,&Velocity[2*Np],Averages->Vel_z);
Averages->Basic();
}
@@ -1212,43 +1092,6 @@ void ScaLBL_GreyscaleColorModel::Run(){
double pA = Averages->Oil.p;
double pB = Averages->Water.p;
double pAB = (pA-pB)/(h*6.0*alpha);
// -------- The following quantities may not make sense for greyscale simulation -----------//
// double pAc = Averages->gnc.p;
// double pBc = Averages->gwc.p;
// double pAB_connected = (pAc-pBc)/(h*6.0*alpha);
// // connected contribution
// double Vol_nc = Averages->gnc.V/Dm->Volume;
// double Vol_wc = Averages->gwc.V/Dm->Volume;
// double Vol_nd = Averages->gnd.V/Dm->Volume;
// double Vol_wd = Averages->gwd.V/Dm->Volume;
// double Mass_n = Averages->gnc.M + Averages->gnd.M;
// double Mass_w = Averages->gwc.M + Averages->gwd.M;
// double vAc_x = Averages->gnc.Px/Mass_n;
// double vAc_y = Averages->gnc.Py/Mass_n;
// double vAc_z = Averages->gnc.Pz/Mass_n;
// double vBc_x = Averages->gwc.Px/Mass_w;
// double vBc_y = Averages->gwc.Py/Mass_w;
// double vBc_z = Averages->gwc.Pz/Mass_w;
// // disconnected contribution
// double vAd_x = Averages->gnd.Px/Mass_n;
// double vAd_y = Averages->gnd.Py/Mass_n;
// double vAd_z = Averages->gnd.Pz/Mass_n;
// double vBd_x = Averages->gwd.Px/Mass_w;
// double vBd_y = Averages->gwd.Py/Mass_w;
// double vBd_z = Averages->gwd.Pz/Mass_w;
//
// double flow_rate_A_connected = Vol_nc*(vAc_x*dir_x + vAc_y*dir_y + vAc_z*dir_z);
// double flow_rate_B_connected = Vol_wc*(vBc_x*dir_x + vBc_y*dir_y + vBc_z*dir_z);
// double flow_rate_A_disconnected = (Vol_nd)*(vAd_x*dir_x + vAd_y*dir_y + vAd_z*dir_z);
// double flow_rate_B_disconnected = (Vol_wd)*(vBd_x*dir_x + vBd_y*dir_y + vBd_z*dir_z);
//
// double kAeff_connected = h*h*muA*flow_rate_A_connected/(force_mag);
// double kBeff_connected = h*h*muB*flow_rate_B_connected/(force_mag);
//
// double kAeff_disconnected = h*h*muA*flow_rate_A_disconnected/(force_mag);
// double kBeff_disconnected = h*h*muB*flow_rate_B_disconnected/(force_mag);
// //---------------------------------------------------------------------------------------//
double kAeff = h*h*muA*(flow_rate_A)/(force_mag);
double kBeff = h*h*muB*(flow_rate_B)/(force_mag);
@@ -1300,22 +1143,7 @@ void ScaLBL_GreyscaleColorModel::Run(){
if (MORPH_ADAPT ){
CURRENT_MORPH_TIMESTEPS += analysis_interval;
if (USE_DIRECT){
// Use image sequence
IMAGE_INDEX++;
MORPH_ADAPT = false;
if (IMAGE_INDEX < IMAGE_COUNT){
std::string next_image = ImageList[IMAGE_INDEX];
if (rank==0) printf("***Loading next image in sequence (%i) ***\n",IMAGE_INDEX);
greyscaleColor_db->putScalar<int>("image_index",IMAGE_INDEX);
ImageInit(next_image);
}
else{
if (rank==0) printf("Finished simulating image sequence \n");
timestep = timestepMax;
}
}
else if (USE_SEED){
if (USE_SEED){
delta_volume = volA*Dm->Volume - initial_volume;
CURRENT_MORPH_TIMESTEPS += analysis_interval;
double massChange = SeedPhaseField(seed_water);
@@ -1366,50 +1194,6 @@ void ScaLBL_GreyscaleColorModel::Run(){
// ************************************************************************
}
void ScaLBL_GreyscaleColorModel::ImageInit(std::string Filename){
if (rank==0) printf("Re-initializing fluids from file: %s \n", Filename.c_str());
Mask->Decomp(Filename);
for (int i=0; i<Nx*Ny*Nz; i++) id[i] = Mask->id[i]; // save what was read
for (int i=0; i<Nx*Ny*Nz; i++) Dm->id[i] = Mask->id[i]; // save what was read
AssignComponentLabels();
AssignGreySolidLabels();
AssignGreyPoroPermLabels();
Averages->SetParams(rhoA,rhoB,tauA,tauB,Fx,Fy,Fz,alpha,beta,GreyPorosity);
ScaLBL_Comm->RegularLayout(Map,Porosity_dvc,Averages->Porosity);
//NOTE in greyscale simulations, water may have multiple labels (e.g. 2, 21, 22, etc)
//so the saturaiton calculation is not that straightforward
// double Count = 0.0;
// double PoreCount = 0.0;
// for (int k=1; k<Nz-1; k++){
// for (int j=1; j<Ny-1; j++){
// for (int i=1; i<Nx-1; i++){
// if (id[Nx*Ny*k+Nx*j+i] == 2){
// PoreCount++;
// Count++;
// }
// else if (id[Nx*Ny*k+Nx*j+i] == 1){
// PoreCount++;
// }
// }
// }
// }
// Count=Dm->Comm.sumReduce( Count);
// PoreCount=Dm->Comm.sumReduce( PoreCount);
// if (rank==0) printf(" new saturation: %f (%f / %f) \n", Count / PoreCount, Count, PoreCount);
ScaLBL_D3Q19_Init(fq, Np);
ScaLBL_PhaseField_Init(dvcMap, Phi, Den, Aq, Bq, 0, ScaLBL_Comm->LastExterior(), Np);
ScaLBL_PhaseField_Init(dvcMap, Phi, Den, Aq, Bq, ScaLBL_Comm->FirstInterior(), ScaLBL_Comm->LastInterior(), Np);
ScaLBL_Comm->Barrier();
//ScaLBL_CopyToHost(Averages->Phi.data(),Phi,Nx*Ny*Nz*sizeof(double));
//double saturation = Count/PoreCount;
//return saturation;
}
double ScaLBL_GreyscaleColorModel::SeedPhaseField(const double seed_water_in_oil){
srand(time(NULL));
double mass_loss =0.f;
@@ -1713,546 +1497,3 @@ void ScaLBL_GreyscaleColorModel::WriteDebug(){
*/
}
//void ScaLBL_GreyscaleColorModel::AssignGreySolidLabels()//Model-1
//{
// // ONLY initialize grey nodes
// // Key input parameters:
// // 1. GreySolidLabels
// // labels for grey nodes
// // 2. GreySolidAffinity
// // affinity ranges [-1,1]
// // oil-wet > 0
// // water-wet < 0
// // neutral = 0
// double *SolidPotential_host = new double [Nx*Ny*Nz];
// double *GreySolidGrad_host = new double [3*Np];
//
// size_t NLABELS=0;
// signed char VALUE=0;
// double AFFINITY=0.f;
//
// auto LabelList = greyscaleColor_db->getVector<int>( "GreySolidLabels" );
// auto AffinityList = greyscaleColor_db->getVector<double>( "GreySolidAffinity" );
//
// NLABELS=LabelList.size();
// if (NLABELS != AffinityList.size()){
// ERROR("Error: GreySolidLabels and GreySolidAffinity must be the same length! \n");
// }
//
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// VALUE=id[n];
// AFFINITY=0.f;//all nodes except the specified grey nodes have grey-solid affinity = 0.0
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// //printf("idx=%i, value=%i, %i, \n",idx, VALUE,LabelList[idx]);
// if (VALUE == LabelList[idx]){
// AFFINITY=AffinityList[idx];
// idx = NLABELS;
// //Mask->id[n] = 0; // set mask to zero since this is an immobile component
// }
// }
// SolidPotential_host[n] = AFFINITY;
// }
// }
// }
//
// // Calculate grey-solid color-gradient
// double *Dst;
// Dst = new double [3*3*3];
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
// int index = kk*9+jj*3+ii;
// Dst[index] = sqrt(double(ii-1)*double(ii-1) + double(jj-1)*double(jj-1)+ double(kk-1)*double(kk-1));
// }
// }
// }
// double w_face = 1.f;
// double w_edge = 0.5;
// double w_corner = 0.f;
// //local
// Dst[13] = 0.f;
// //faces
// Dst[4] = w_face;
// Dst[10] = w_face;
// Dst[12] = w_face;
// Dst[14] = w_face;
// Dst[16] = w_face;
// Dst[22] = w_face;
// // corners
// Dst[0] = w_corner;
// Dst[2] = w_corner;
// Dst[6] = w_corner;
// Dst[8] = w_corner;
// Dst[18] = w_corner;
// Dst[20] = w_corner;
// Dst[24] = w_corner;
// Dst[26] = w_corner;
// // edges
// Dst[1] = w_edge;
// Dst[3] = w_edge;
// Dst[5] = w_edge;
// Dst[7] = w_edge;
// Dst[9] = w_edge;
// Dst[11] = w_edge;
// Dst[15] = w_edge;
// Dst[17] = w_edge;
// Dst[19] = w_edge;
// Dst[21] = w_edge;
// Dst[23] = w_edge;
// Dst[25] = w_edge;
//
// for (int k=1; k<Nz-1; k++){
// for (int j=1; j<Ny-1; j++){
// for (int i=1; i<Nx-1; i++){
// int idx=Map(i,j,k);
// if (!(idx < 0)){
// double phi_x = 0.f;
// double phi_y = 0.f;
// double phi_z = 0.f;
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
//
// int index = kk*9+jj*3+ii;
// double weight= Dst[index];
//
// int idi=i+ii-1;
// int idj=j+jj-1;
// int idk=k+kk-1;
//
// if (idi < 0) idi=0;
// if (idj < 0) idj=0;
// if (idk < 0) idk=0;
// if (!(idi < Nx)) idi=Nx-1;
// if (!(idj < Ny)) idj=Ny-1;
// if (!(idk < Nz)) idk=Nz-1;
//
// int nn = idk*Nx*Ny + idj*Nx + idi;
// double vec_x = double(ii-1);
// double vec_y = double(jj-1);
// double vec_z = double(kk-1);
// double GWNS=SolidPotential_host[nn];
// phi_x += GWNS*weight*vec_x;
// phi_y += GWNS*weight*vec_y;
// phi_z += GWNS*weight*vec_z;
// }
// }
// }
// GreySolidGrad_host[idx+0*Np] = phi_x;
// GreySolidGrad_host[idx+1*Np] = phi_y;
// GreySolidGrad_host[idx+2*Np] = phi_z;
// }
// }
// }
// }
//
// if (rank==0){
// printf("Number of Grey-solid labels: %lu \n",NLABELS);
// for (unsigned int idx=0; idx<NLABELS; idx++){
// VALUE=LabelList[idx];
// AFFINITY=AffinityList[idx];
// printf(" grey-solid label=%d, grey-solid affinity=%f\n",VALUE,AFFINITY);
// }
// }
//
//
// ScaLBL_CopyToDevice(GreySolidGrad, GreySolidGrad_host, 3*Np*sizeof(double));
// ScaLBL_Comm->Barrier();
// delete [] SolidPotential_host;
// delete [] GreySolidGrad_host;
// delete [] Dst;
//}
////----------------------------------------------------------------------------------------------------------//
//void ScaLBL_GreyscaleColorModel::AssignGreySolidLabels()//Model-2 & Model-3
//{
// // ONLY initialize grey nodes
// // Key input parameters:
// // 1. GreySolidLabels
// // labels for grey nodes
// // 2. GreySolidAffinity
// // affinity ranges [-1,1]
// // oil-wet > 0
// // water-wet < 0
// // neutral = 0
//
// double *GreySolidPhi_host = new double [Nx*Ny*Nz];
// //initialize grey solid phase field
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// GreySolidPhi_host[n]=0.f;
// }
// }
// }
//
// auto LabelList = greyscaleColor_db->getVector<int>( "GreySolidLabels" );
// auto AffinityList = greyscaleColor_db->getVector<double>( "GreySolidAffinity" );
//
// size_t NLABELS=0;
// NLABELS=LabelList.size();
// if (NLABELS != AffinityList.size()){
// ERROR("Error: GreySolidLabels and GreySolidAffinity must be the same length! \n");
// }
//
// double *Dst;
// Dst = new double [3*3*3];
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
// int index = kk*9+jj*3+ii;
// Dst[index] = sqrt(double(ii-1)*double(ii-1) + double(jj-1)*double(jj-1)+ double(kk-1)*double(kk-1));
// }
// }
// }
// double w_face = 1.f;
// double w_edge = 1.f;
// double w_corner = 0.f;
// //local
// Dst[13] = 0.f;
// //faces
// Dst[4] = w_face;
// Dst[10] = w_face;
// Dst[12] = w_face;
// Dst[14] = w_face;
// Dst[16] = w_face;
// Dst[22] = w_face;
// // corners
// Dst[0] = w_corner;
// Dst[2] = w_corner;
// Dst[6] = w_corner;
// Dst[8] = w_corner;
// Dst[18] = w_corner;
// Dst[20] = w_corner;
// Dst[24] = w_corner;
// Dst[26] = w_corner;
// // edges
// Dst[1] = w_edge;
// Dst[3] = w_edge;
// Dst[5] = w_edge;
// Dst[7] = w_edge;
// Dst[9] = w_edge;
// Dst[11] = w_edge;
// Dst[15] = w_edge;
// Dst[17] = w_edge;
// Dst[19] = w_edge;
// Dst[21] = w_edge;
// Dst[23] = w_edge;
// Dst[25] = w_edge;
//
// for (int k=1; k<Nz-1; k++){
// for (int j=1; j<Ny-1; j++){
// for (int i=1; i<Nx-1; i++){
//
// int n = k*Nx*Ny+j*Nx+i;
// signed char VALUE=Mask->id[n];
// double AFFINITY=0.f;
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// //printf("idx=%i, value=%i, %i, \n",idx, VALUE,LabelList[idx]);
// if (VALUE == LabelList[idx]){
// AFFINITY=AffinityList[idx];
// idx = NLABELS;
// //Mask->id[n] = 0; // set mask to zero since this is an immobile component
// }
// }
//
// if (VALUE>2){//i.e. a grey node
// double neighbor_counter = 0;
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
//
// int index = kk*9+jj*3+ii;
// double weight= Dst[index];
//
// int idi=i+ii-1;
// int idj=j+jj-1;
// int idk=k+kk-1;
//
// if (idi < 0) idi=0;
// if (idj < 0) idj=0;
// if (idk < 0) idk=0;
// if (!(idi < Nx)) idi=Nx-1;
// if (!(idj < Ny)) idj=Ny-1;
// if (!(idk < Nz)) idk=Nz-1;
//
// int nn = idk*Nx*Ny + idj*Nx + idi;
// //if (Mask->id[nn] != VALUE){//Model-2:i.e. open nodes, impermeable solid nodes or any other type of greynodes
// if (Mask->id[nn] <=0){//Model-3:i.e. only impermeable solid nodes or any other type of greynodes
// neighbor_counter +=weight;
// }
// }
// }
// }
// if (neighbor_counter>0){
// GreySolidPhi_host[n] = AFFINITY;
// }
// }
// }
// }
// }
//
// if (rank==0){
// printf("Number of grey-solid labels: %lu \n",NLABELS);
// for (unsigned int idx=0; idx<NLABELS; idx++){
// signed char VALUE=LabelList[idx];
// double AFFINITY=AffinityList[idx];
// printf(" grey-solid label=%d, grey-solid affinity=%f\n",VALUE,AFFINITY);
// }
// }
//
// ScaLBL_CopyToDevice(GreySolidPhi, GreySolidPhi_host, Nx*Ny*Nz*sizeof(double));
// ScaLBL_Comm->Barrier();
//
// //debug
// //FILE *OUTFILE;
// //sprintf(LocalRankFilename,"GreySolidInit.%05i.raw",rank);
// //OUTFILE = fopen(LocalRankFilename,"wb");
// //fwrite(GreySolidPhi_host,8,N,OUTFILE);
// //fclose(OUTFILE);
//
// delete [] GreySolidPhi_host;
// delete [] Dst;
//}
//void ScaLBL_GreyscaleColorModel::AssignGreySolidLabels()//Model-4
//{
// // ONLY initialize grey nodes
// // Key input parameters:
// // 1. GreySolidLabels
// // labels for grey nodes
// // 2. GreySolidAffinity
// // affinity ranges [-1,1]
// // oil-wet > 0
// // water-wet < 0
// // neutral = 0
// double *SolidPotential_host = new double [Nx*Ny*Nz];
// double *GreySolidGrad_host = new double [3*Np];
//
// size_t NLABELS=0;
// signed char VALUE=0;
// double AFFINITY=0.f;
//
// auto LabelList = greyscaleColor_db->getVector<int>( "GreySolidLabels" );
// auto AffinityList = greyscaleColor_db->getVector<double>( "GreySolidAffinity" );
//
// NLABELS=LabelList.size();
// if (NLABELS != AffinityList.size()){
// ERROR("Error: GreySolidLabels and GreySolidAffinity must be the same length! \n");
// }
//
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// VALUE=id[n];
// AFFINITY=0.f;//all nodes except the specified grey nodes have grey-solid affinity = 0.0
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// //printf("idx=%i, value=%i, %i, \n",idx, VALUE,LabelList[idx]);
// if (VALUE == LabelList[idx]){
// AFFINITY=AffinityList[idx];
// idx = NLABELS;
// //Mask->id[n] = 0; // set mask to zero since this is an immobile component
// }
// }
// SolidPotential_host[n] = AFFINITY;
// }
// }
// }
//
// // Calculate grey-solid color-gradient
// double *Dst;
// Dst = new double [3*3*3];
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
// int index = kk*9+jj*3+ii;
// Dst[index] = sqrt(double(ii-1)*double(ii-1) + double(jj-1)*double(jj-1)+ double(kk-1)*double(kk-1));
// }
// }
// }
// double w_face = 1.f;
// double w_edge = 0.5;
// double w_corner = 0.f;
// //local
// Dst[13] = 0.f;
// //faces
// Dst[4] = w_face;
// Dst[10] = w_face;
// Dst[12] = w_face;
// Dst[14] = w_face;
// Dst[16] = w_face;
// Dst[22] = w_face;
// // corners
// Dst[0] = w_corner;
// Dst[2] = w_corner;
// Dst[6] = w_corner;
// Dst[8] = w_corner;
// Dst[18] = w_corner;
// Dst[20] = w_corner;
// Dst[24] = w_corner;
// Dst[26] = w_corner;
// // edges
// Dst[1] = w_edge;
// Dst[3] = w_edge;
// Dst[5] = w_edge;
// Dst[7] = w_edge;
// Dst[9] = w_edge;
// Dst[11] = w_edge;
// Dst[15] = w_edge;
// Dst[17] = w_edge;
// Dst[19] = w_edge;
// Dst[21] = w_edge;
// Dst[23] = w_edge;
// Dst[25] = w_edge;
//
// for (int k=1; k<Nz-1; k++){
// for (int j=1; j<Ny-1; j++){
// for (int i=1; i<Nx-1; i++){
// int idx=Map(i,j,k);
// if (!(idx < 0)){
// double phi_x = 0.f;
// double phi_y = 0.f;
// double phi_z = 0.f;
// for (int kk=0; kk<3; kk++){
// for (int jj=0; jj<3; jj++){
// for (int ii=0; ii<3; ii++){
//
// int index = kk*9+jj*3+ii;
// double weight= Dst[index];
//
// int idi=i+ii-1;
// int idj=j+jj-1;
// int idk=k+kk-1;
//
// if (idi < 0) idi=0;
// if (idj < 0) idj=0;
// if (idk < 0) idk=0;
// if (!(idi < Nx)) idi=Nx-1;
// if (!(idj < Ny)) idj=Ny-1;
// if (!(idk < Nz)) idk=Nz-1;
//
// int nn = idk*Nx*Ny + idj*Nx + idi;
// double vec_x = double(ii-1);
// double vec_y = double(jj-1);
// double vec_z = double(kk-1);
// double GWNS=SolidPotential_host[nn];
// phi_x += GWNS*weight*vec_x;
// phi_y += GWNS*weight*vec_y;
// phi_z += GWNS*weight*vec_z;
// }
// }
// }
// if (Averages->SDs(i,j,k)<2.0){
// GreySolidGrad_host[idx+0*Np] = phi_x;
// GreySolidGrad_host[idx+1*Np] = phi_y;
// GreySolidGrad_host[idx+2*Np] = phi_z;
// }
// else{
// GreySolidGrad_host[idx+0*Np] = 0.0;
// GreySolidGrad_host[idx+1*Np] = 0.0;
// GreySolidGrad_host[idx+2*Np] = 0.0;
// }
// }
// }
// }
// }
//
//
// if (rank==0){
// printf("Number of Grey-solid labels: %lu \n",NLABELS);
// for (unsigned int idx=0; idx<NLABELS; idx++){
// VALUE=LabelList[idx];
// AFFINITY=AffinityList[idx];
// printf(" grey-solid label=%d, grey-solid affinity=%f\n",VALUE,AFFINITY);
// }
// }
//
//
// ScaLBL_CopyToDevice(GreySolidGrad, GreySolidGrad_host, 3*Np*sizeof(double));
// ScaLBL_Comm->Barrier();
// delete [] SolidPotential_host;
// delete [] GreySolidGrad_host;
// delete [] Dst;
//}
//--------- This is another old version of calculating greyscale-solid color-gradient modification-------//
// **not working effectively, to be deprecated
//void ScaLBL_GreyscaleColorModel::AssignGreySolidLabels()
//{
// // ONLY initialize grey nodes
// // Key input parameters:
// // 1. GreySolidLabels
// // labels for grey nodes
// // 2. GreySolidAffinity
// // affinity ranges [-1,1]
// // oil-wet > 0
// // water-wet < 0
// // neutral = 0
//
// //double *SolidPotential_host = new double [Nx*Ny*Nz];
// double *GreySolidPhi_host = new double [Nx*Ny*Nz];
// signed char VALUE=0;
// double AFFINITY=0.f;
//
// auto LabelList = greyscaleColor_db->getVector<int>( "GreySolidLabels" );
// auto AffinityList = greyscaleColor_db->getVector<double>( "GreySolidAffinity" );
//
// size_t NLABELS=0;
// NLABELS=LabelList.size();
// if (NLABELS != AffinityList.size()){
// ERROR("Error: GreySolidLabels and GreySolidAffinity must be the same length! \n");
// }
//
// for (int k=0;k<Nz;k++){
// for (int j=0;j<Ny;j++){
// for (int i=0;i<Nx;i++){
// int n = k*Nx*Ny+j*Nx+i;
// VALUE=id[n];
// AFFINITY=0.f;//all nodes except the specified grey nodes have grey-solid affinity = 0.0
// // Assign the affinity from the paired list
// for (unsigned int idx=0; idx < NLABELS; idx++){
// //printf("idx=%i, value=%i, %i, \n",idx, VALUE,LabelList[idx]);
// if (VALUE == LabelList[idx]){
// AFFINITY=AffinityList[idx];
// idx = NLABELS;
// //Mask->id[n] = 0; // set mask to zero since this is an immobile component
// }
// }
// GreySolidPhi_host[n] = AFFINITY;
// }
// }
// }
//
// if (rank==0){
// printf("Number of grey-solid labels: %lu \n",NLABELS);
// for (unsigned int idx=0; idx<NLABELS; idx++){
// VALUE=LabelList[idx];
// AFFINITY=AffinityList[idx];
// printf(" grey-solid label=%d, solid-affinity=%f\n",VALUE,AFFINITY);
// }
// }
//
// ScaLBL_CopyToDevice(GreySolidPhi, GreySolidPhi_host, Nx*Ny*Nz*sizeof(double));
// ScaLBL_Comm->Barrier();
//
// //debug
// FILE *OUTFILE;
// sprintf(LocalRankFilename,"GreySolidInit.%05i.raw",rank);
// OUTFILE = fopen(LocalRankFilename,"wb");
// fwrite(GreySolidPhi_host,8,N,OUTFILE);
// fclose(OUTFILE);
//
// //delete [] SolidPotential_host;
// delete [] GreySolidPhi_host;
//}
//----------------------------------------------------------------------------------------------------------//