Initialize at openlb-1-3

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diff --git a/examples/laminar/poiseuille2d/poiseuille2d.cpp b/examples/laminar/poiseuille2d/poiseuille2d.cpp
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+++ b/examples/laminar/poiseuille2d/poiseuille2d.cpp
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+/*  Lattice Boltzmann sample, written in C++, using the OpenLB
+ *  library
+ *
+ *  Copyright (C) 2007, 2012 Jonas Latt, Mathias J. Krause
+ *  Vojtech Cvrcek, Peter Weisbrod
+ *  E-mail contact: info@openlb.net
+ *  The most recent release of OpenLB can be downloaded at
+ *  <http://www.openlb.net/>
+ *
+ *  This program 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 2
+ *  of the License, or (at your option) any later version.
+ *
+ *  This program 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 this program; if not, write to the Free
+ *  Software Foundation, Inc., 51 Franklin Street, Fifth Floor,
+ *  Boston, MA  02110-1301, USA.
+ */
+
+/* poiseuille2d.cpp:
+ * This example examines a 2D Poseuille flow
+ * It illustrates the computation of error norms.
+ */
+
+
+#include "olb2D.h"
+#include "olb2D.hh"   // use only generic version!
+#include <vector>
+#include <cmath>
+#include <iostream>
+#include <iomanip>
+#include <fstream>
+
+using namespace olb;
+using namespace olb::descriptors;
+using namespace olb::graphics;
+using namespace std;
+
+typedef double T;
+
+//#define MRT
+#ifdef MRT
+#define DESCRIPTOR ForcedMRTD2Q9Descriptor
+#else
+#define DESCRIPTOR  D2Q9<FORCE>
+#endif
+
+typedef enum {forced, nonForced} FlowType;
+
+typedef enum {bounceBack, local, interpolated, freeSlip, partialSlip} BoundaryType;
+
+
+// Parameters for the simulation setup
+FlowType flowType = forced;
+BoundaryType boundaryType = interpolated;
+const T lx  = 2.;             // length of the channel
+const T ly  = 1.;             // height of the channel
+int N = 50;                   // resolution of the model
+const T Re = 10.;             // Reynolds number
+const T maxPhysT = 20.;       // max. simulation time in s, SI unit
+const T physInterval = 0.25;  // interval for the convergence check in s
+const T residuum = 1e-5;      // residuum for the convergence check
+const T tuner = 0.99;         // for partialSlip only: 0->bounceBack, 1->freeSlip
+
+
+// Stores geometry information in form of material numbers
+void prepareGeometry( UnitConverter<T,DESCRIPTOR> const& converter,
+                      SuperGeometry2D<T>& superGeometry ) {
+
+  OstreamManager clout( std::cout,"prepareGeometry" );
+  clout << "Prepare Geometry ..." << std::endl;
+
+  superGeometry.rename( 0,2 );
+
+  superGeometry.rename( 2,1,1,1 );
+
+  if (flowType == nonForced) {
+    Vector<T,2> extend;
+    Vector<T,2> origin;
+    T physSpacing = converter.getPhysDeltaX();
+
+    // Set material number for inflow
+    extend[1] = ly;
+    extend[0] = physSpacing / 2;
+    origin[0] -= physSpacing / 4;
+    IndicatorCuboid2D<T> inflow( extend, origin );
+    superGeometry.rename( 2,3,1,inflow );
+
+    // Set material number for outflow
+    origin[0] = lx - physSpacing / 4;
+    IndicatorCuboid2D<T> outflow( extend, origin );
+    superGeometry.rename( 2,4,1,outflow );
+  }
+
+  // Removes all not needed boundary voxels outside the surface
+  superGeometry.clean();
+  // Removes all not needed boundary voxels inside the surface
+  superGeometry.innerClean();
+  superGeometry.checkForErrors();
+
+  superGeometry.print();
+
+  clout << "Prepare Geometry ... OK" << std::endl;
+}
+
+// Set up the geometry of the simulation
+void prepareLattice( UnitConverter<T,DESCRIPTOR> const& converter,
+                     SuperLattice2D<T, DESCRIPTOR>& sLattice,
+                     Dynamics<T, DESCRIPTOR>& bulkDynamics,
+                     sOnLatticeBoundaryCondition2D<T,DESCRIPTOR>& sBoundaryCondition,
+                     SuperGeometry2D<T>& superGeometry ) {
+
+  OstreamManager clout( std::cout,"prepareLattice" );
+  clout << "Prepare Lattice ..." << std::endl;
+
+  const T omega = converter.getLatticeRelaxationFrequency();
+
+  // Material=0 -->do nothing
+  sLattice.defineDynamics( superGeometry, 0, &instances::getNoDynamics<T, DESCRIPTOR>() );
+
+  // Material=1 -->bulk dynamics
+  sLattice.defineDynamics( superGeometry, 1, &bulkDynamics );
+
+  if (boundaryType == bounceBack) {
+    sLattice.defineDynamics( superGeometry, 2, &instances::getBounceBack<T, DESCRIPTOR>() );
+  } else if (boundaryType == freeSlip) {
+    sLattice.defineDynamics(superGeometry, 2, &instances::getNoDynamics<T, DESCRIPTOR>());
+    sBoundaryCondition.addSlipBoundary( superGeometry, 2 );
+  } else if (boundaryType == partialSlip) {
+    sLattice.defineDynamics(superGeometry, 2, &instances::getNoDynamics<T, DESCRIPTOR>());
+    sBoundaryCondition.addPartialSlipBoundary(tuner, superGeometry, 2 );
+  } else {
+    sLattice.defineDynamics( superGeometry, 2, &bulkDynamics );
+    sBoundaryCondition.addVelocityBoundary( superGeometry, 2, omega );
+  }
+
+  if (flowType == nonForced) {
+    // Material=3 -->bulk dynamics
+    sLattice.defineDynamics( superGeometry, 3, &bulkDynamics );
+
+    // Material=4 -->bulk dynamics
+    sLattice.defineDynamics( superGeometry, 4, &bulkDynamics );
+
+    sBoundaryCondition.addVelocityBoundary( superGeometry, 3, omega );
+    sBoundaryCondition.addPressureBoundary( superGeometry, 4, omega );
+  }
+
+  // Initial conditions
+  T Lx = converter.getLatticeLength( lx );
+  T Ly = converter.getLatticeLength( ly );
+
+  if (flowType == forced) {
+    std::vector<T> poiseuilleForce( 2,T() );
+    poiseuilleForce[0] = 8.*converter.getLatticeViscosity()*converter.getCharLatticeVelocity() / ( Ly*Ly );
+    AnalyticalConst2D<T,T> force( poiseuilleForce );
+
+    // Initialize force
+    sLattice.defineField<FORCE>(superGeometry, 1, force);
+    sLattice.defineField<FORCE>(superGeometry, 2, force);
+  } else {
+    T p0 =8.*converter.getLatticeViscosity()*converter.getCharLatticeVelocity()*Lx/( Ly*Ly );
+    AnalyticalLinear2D<T,T> rho( -p0/lx*invCs2<T,DESCRIPTOR>(), 0 , p0*invCs2<T,DESCRIPTOR>()+1 );
+
+    T maxVelocity = converter.getCharLatticeVelocity();
+    T distance2Wall = converter.getConversionFactorLength();
+    Poiseuille2D<T> u( superGeometry, 3, maxVelocity, distance2Wall );
+
+    // Initialize all values of distribution functions to their local equilibrium
+    sLattice.defineRhoU( superGeometry, 1, rho, u );
+    sLattice.iniEquilibrium( superGeometry, 1, rho, u );
+    sLattice.defineRhoU( superGeometry, 2, rho, u );
+    sLattice.iniEquilibrium( superGeometry, 2, rho, u );
+    sLattice.defineRhoU( superGeometry, 3, rho, u );
+    sLattice.iniEquilibrium( superGeometry, 3, rho, u );
+    sLattice.defineRhoU( superGeometry, 4, rho, u );
+    sLattice.iniEquilibrium( superGeometry, 4, rho, u );
+  }
+
+  // Make the lattice ready for simulation
+  sLattice.initialize();
+
+  clout << "Prepare Lattice ... OK" << std::endl;
+}
+
+// Compute error norms
+void error( SuperGeometry2D<T>& superGeometry,
+            SuperLattice2D<T, DESCRIPTOR>& sLattice,
+            UnitConverter<T,DESCRIPTOR> const& converter,
+            Dynamics<T, DESCRIPTOR>& bulkDynamics ) {
+
+  OstreamManager clout( std::cout,"error" );
+
+  int tmp[]= { };
+  T result[2]= { };
+
+  // velocity error
+  const T maxVelocity = converter.getCharPhysVelocity();
+  const T radius = ly/2.;
+  std::vector<T> axisPoint( 2,T() );
+  axisPoint[0] = lx/2.;
+  axisPoint[1] = ly/2.;
+  std::vector<T> axisDirection( 2,T() );
+  axisDirection[0] = 1;
+  axisDirection[1] = 0;
+  Poiseuille2D<T> uSol( axisPoint, axisDirection, maxVelocity, radius );
+  SuperLatticePhysVelocity2D<T,DESCRIPTOR> u( sLattice,converter );
+  auto indicatorF = superGeometry.getMaterialIndicator(1);
+
+  SuperAbsoluteErrorL1Norm2D<T> absVelocityErrorNormL1(u, uSol, indicatorF);
+  absVelocityErrorNormL1(result, tmp);
+  clout << "velocity-L1-error(abs)=" << result[0];
+  SuperRelativeErrorL1Norm2D<T> relVelocityErrorNormL1(u, uSol, indicatorF);
+  relVelocityErrorNormL1(result, tmp);
+  clout << "; velocity-L1-error(rel)=" << result[0] << std::endl;
+
+  SuperAbsoluteErrorL2Norm2D<T> absVelocityErrorNormL2(u, uSol, indicatorF);
+  absVelocityErrorNormL2(result, tmp);
+  clout << "velocity-L2-error(abs)=" << result[0];
+  SuperRelativeErrorL2Norm2D<T> relVelocityErrorNormL2(u, uSol, indicatorF);
+  relVelocityErrorNormL2(result, tmp);
+  clout << "; velocity-L2-error(rel)=" << result[0] << std::endl;
+
+  SuperAbsoluteErrorLinfNorm2D<T> absVelocityErrorNormLinf(u, uSol, indicatorF);
+  absVelocityErrorNormLinf(result, tmp);
+  clout << "velocity-Linf-error(abs)=" << result[0];
+  SuperRelativeErrorLinfNorm2D<T> relVelocityErrorNormLinf(u, uSol, indicatorF);
+  relVelocityErrorNormLinf(result, tmp);
+  clout << "; velocity-Linf-error(rel)=" << result[0] << std::endl;
+
+  // strainRate error
+  PoiseuilleStrainRate2D<T,T,DESCRIPTOR> sSol( converter, ly );
+  SuperLatticePhysStrainRate2D<T,DESCRIPTOR> s( sLattice,converter );
+
+  SuperAbsoluteErrorL1Norm2D<T> absStrainRateErrorNormL1(s, sSol, indicatorF);
+  absStrainRateErrorNormL1(result, tmp);
+  clout << "strainRate-L1-error(abs)=" << result[0];
+  SuperRelativeErrorL1Norm2D<T> relStrainRateErrorNormL1(s, sSol, indicatorF);
+  relStrainRateErrorNormL1(result, tmp);
+  clout << "; strainRate-L1-error(rel)=" << result[0] << std::endl;
+
+  SuperAbsoluteErrorL2Norm2D<T> absStrainRateErrorNormL2(s, sSol, indicatorF);
+  absStrainRateErrorNormL2(result, tmp);
+  clout << "strainRate-L2-error(abs)=" << result[0];
+  SuperRelativeErrorL2Norm2D<T> relStrainRateErrorNormL2(s, sSol, indicatorF);
+  relStrainRateErrorNormL2(result, tmp);
+  clout << "; strainRate-L2-error(rel)=" << result[0] << std::endl;
+
+  SuperAbsoluteErrorLinfNorm2D<T> absStrainRateErrorNormLinf(s, sSol, indicatorF);
+  absStrainRateErrorNormLinf(result, tmp);
+  clout << "strainRate-Linf-error(abs)=" << result[0];
+  SuperRelativeErrorLinfNorm2D<T> relStrainRateErrorNormLinf(s, sSol, indicatorF);
+  relStrainRateErrorNormLinf(result, tmp);
+  clout << "; strainRate-Linf-error(rel)=" << result[0] << std::endl;
+
+  if (flowType == nonForced) {
+    // pressure error
+    int Lx = converter.getLatticeLength( lx );
+    int Ly = converter.getLatticeLength( ly );
+    T p0 = 8.*converter.getLatticeViscosity()*converter.getCharLatticeVelocity()*Lx/T( Ly*Ly );
+    AnalyticalLinear2D<T,T> pressureSol( -converter.getPhysPressure( p0 )/lx , 0 , converter.getPhysPressure( p0 ) );
+    SuperLatticePhysPressure2D<T,DESCRIPTOR> pressure( sLattice,converter );
+
+    SuperAbsoluteErrorL1Norm2D<T> absPressureErrorNormL1(pressure, pressureSol, indicatorF);
+    absPressureErrorNormL1(result, tmp);
+    clout << "pressure-L1-error(abs)=" << result[0];
+    SuperRelativeErrorL1Norm2D<T> relPressureErrorNormL1(pressure, pressureSol, indicatorF);
+    relPressureErrorNormL1(result, tmp);
+    clout << "; pressure-L1-error(rel)=" << result[0] << std::endl;
+
+    SuperAbsoluteErrorL2Norm2D<T> absPressureErrorNormL2(pressure, pressureSol, indicatorF);
+    absPressureErrorNormL2(result, tmp);
+    clout << "pressure-L2-error(abs)=" << result[0];
+    SuperRelativeErrorL2Norm2D<T> relPressureErrorNormL2(pressure, pressureSol, indicatorF);
+    relPressureErrorNormL2(result, tmp);
+    clout << "; pressure-L2-error(rel)=" << result[0] << std::endl;
+
+    SuperAbsoluteErrorLinfNorm2D<T> absPressureErrorNormLinf(pressure, pressureSol, indicatorF);
+    absPressureErrorNormLinf(result, tmp);
+    clout << "pressure-Linf-error(abs)=" << result[0];
+    SuperRelativeErrorLinfNorm2D<T> relPressureErrorNormLinf(pressure, pressureSol, indicatorF);
+    relPressureErrorNormLinf(result, tmp);
+    clout << "; pressure-Linf-error(rel)=" << result[0] << std::endl;
+  }
+}
+
+// Output to console and files
+void getResults( SuperLattice2D<T,DESCRIPTOR>& sLattice, Dynamics<T, DESCRIPTOR>& bulkDynamics,
+                 UnitConverter<T,DESCRIPTOR> const& converter, int iT,
+                 SuperGeometry2D<T>& superGeometry, Timer<T>& timer, bool hasConverged ) {
+
+  OstreamManager clout( std::cout,"getResults" );
+
+  SuperVTMwriter2D<T> vtmWriter( "forcedPoiseuille2d" );
+  SuperLatticePhysVelocity2D<T, DESCRIPTOR> velocity( sLattice, converter );
+  SuperLatticePhysPressure2D<T, DESCRIPTOR> pressure( sLattice, converter );
+  vtmWriter.addFunctor( velocity );
+  vtmWriter.addFunctor( pressure );
+
+  const int vtmIter  = converter.getLatticeTime( maxPhysT/20. );
+  const int statIter = converter.getLatticeTime( maxPhysT/20. );
+
+  if ( iT==0 ) {
+    // Writes the geometry, cuboid no. and rank no. as vti file for visualization
+    SuperLatticeGeometry2D<T, DESCRIPTOR> geometry( sLattice, superGeometry );
+    SuperLatticeCuboid2D<T, DESCRIPTOR> cuboid( sLattice );
+    SuperLatticeRank2D<T, DESCRIPTOR> rank( sLattice );
+    superGeometry.rename( 0,2 );
+    vtmWriter.write( geometry );
+    vtmWriter.write( cuboid );
+    vtmWriter.write( rank );
+
+    vtmWriter.createMasterFile();
+  }
+
+  // Writes the vtm files and profile text file
+  if ( iT%vtmIter==0 || hasConverged ) {
+    vtmWriter.write( iT );
+
+    SuperEuklidNorm2D<T, DESCRIPTOR> normVel( velocity );
+    BlockReduction2D2D<T> planeReduction( normVel, 600, BlockDataSyncMode::ReduceOnly );
+    // write output as JPEG
+    heatmap::write(planeReduction, iT);
+  }
+
+  if ( hasConverged ) {
+    Gnuplot<T> gplot( "centerVelocity" );
+    T Ly = converter.getLatticeLength( ly );
+    for ( int iY=0; iY<=Ly; ++iY ) {
+      T dx = 1. / T(converter.getResolution());
+      const T maxVelocity = converter.getPhysVelocity( converter.getCharLatticeVelocity() );
+      T point[2]= {T(),T()};
+      point[0] = lx/2.;
+      point[1] = ( T )iY/Ly;
+      const T radius = ly/2.;
+      std::vector<T> axisPoint( 2,T() );
+      axisPoint[0] = lx/2.;
+      axisPoint[1] = ly/2.;
+      std::vector<T> axisDirection( 2,T() );
+      axisDirection[0] = 1;
+      axisDirection[1] = 0;
+      Poiseuille2D<T> uSol( axisPoint, axisDirection, maxVelocity, radius );
+      T analytical[2] = {T(),T()};
+      uSol( analytical,point );
+      SuperLatticePhysVelocity2D<T, DESCRIPTOR> velocity( sLattice, converter );
+      AnalyticalFfromSuperF2D<T> intpolateVelocity( velocity, true );
+      T numerical[2] = {T(),T()};
+      intpolateVelocity( numerical,point );
+      gplot.setData( iY*dx, {analytical[0],numerical[0]}, {"analytical","numerical"} );
+    }
+    // Create PNG file
+    gplot.writePNG();
+  }
+
+  // Writes output on the console
+  if ( iT%statIter==0 || hasConverged ) {
+    // Timer console output
+    timer.update( iT );
+    timer.printStep();
+
+    // Lattice statistics console output
+    sLattice.getStatistics().print( iT,converter.getPhysTime( iT ) );
+
+    // Error norms
+    error( superGeometry, sLattice, converter, bulkDynamics );
+  }
+}
+
+int main( int argc, char* argv[] ) {
+
+  // === 1st Step: Initialization ===
+  olbInit( &argc, &argv );
+  singleton::directories().setOutputDir( "./tmp/" );
+  OstreamManager clout( std::cout,"main" );
+
+  if (argc > 1) {
+    if (argv[1][0]=='-'&&argv[1][1]=='h') {
+      OstreamManager clout( std::cout,"help" );
+      clout<<"Usage: program [Resolution] [FlowType] [BoundaryType]"<<std::endl;
+      clout<<"FlowType: 0=forced, 1=nonForced"<<std::endl;
+      clout<<"BoundaryType: 0=bounceBack, 1=local, 2=interpolated, 3=freeSlip, 4=partialSlip"<<std::endl;
+      clout<<"Default: FlowType=forced, Resolution=50, BoundaryType=interpolated"<<std::endl;
+      return 0;
+    }
+  }
+
+  if (argc > 1) {
+    N = atoi(argv[1]);
+    if (N < 1) {
+      std::cerr << "Fluid domain is too small" << std::endl;
+      return 1;
+    }
+  }
+
+  if (argc > 2) {
+    int flowTypeNumber = atoi(argv[2]);
+    if (flowTypeNumber < 0 || flowTypeNumber > (int)nonForced) {
+      std::cerr << "Unknown fluid flow type" << std::endl;
+      return 2;
+    }
+    flowType = (FlowType) flowTypeNumber;
+  }
+
+  if (argc > 3) {
+    int boundaryTypeNumber = atoi(argv[3]);
+    if (boundaryTypeNumber < 0 || boundaryTypeNumber > (int) partialSlip) {
+      std::cerr << "Unknown boundary type" << std::endl;
+      return 3;
+    }
+    boundaryType = (BoundaryType) boundaryTypeNumber;
+  }
+
+  UnitConverterFromResolutionAndRelaxationTime<T, DESCRIPTOR> const converter(
+    int {N},     // resolution: number of voxels per charPhysL
+    (T)   0.8,   // latticeRelaxationTime: relaxation time, have to be greater than 0.5!
+    (T)   1,     // charPhysLength: reference length of simulation geometry
+    (T)   1,     // charPhysVelocity: maximal/highest expected velocity during simulation in __m / s__
+    (T)   1./Re, // physViscosity: physical kinematic viscosity in __m^2 / s__
+    (T)   1.0    // physDensity: physical density in __kg / m^3__
+  );
+  // Prints the converter log as console output
+  converter.print();
+  // Writes the converter log in a file
+  converter.write("forcedPoiseuille2d");
+
+
+  // === 2nd Step: Prepare Geometry ===
+  Vector<T,2> extend( lx, ly );
+  Vector<T,2> origin;
+  IndicatorCuboid2D<T> cuboid( extend, origin );
+
+  // Instantiation of a cuboidGeometry with weights
+#ifdef PARALLEL_MODE_MPI
+  const int noOfCuboids = singleton::mpi().getSize();
+#else
+  const int noOfCuboids = 1;
+#endif
+  CuboidGeometry2D<T> cuboidGeometry( cuboid, converter.getConversionFactorLength(), noOfCuboids );
+
+
+  if (flowType == forced) {
+    // Periodic boundaries in x-direction
+    cuboidGeometry.setPeriodicity( true, false );
+  }
+
+  // Instantiation of a loadBalancer
+  HeuristicLoadBalancer<T> loadBalancer( cuboidGeometry );
+
+  // Instantiation of a superGeometry
+  SuperGeometry2D<T> superGeometry( cuboidGeometry, loadBalancer, 2 );
+
+  prepareGeometry( converter, superGeometry );
+
+  // === 3rd Step: Prepare Lattice ===
+  SuperLattice2D<T, DESCRIPTOR> sLattice( superGeometry );
+
+  Dynamics<T, DESCRIPTOR>* bulkDynamics;
+
+#if defined(MRT)
+  if (flowType == forced) {
+    bulkDynamics = new ForcedMRTdynamics<T, DESCRIPTOR>( converter.getLatticeRelaxationFrequency(), instances::getBulkMomenta<T, DESCRIPTOR>() );
+  } else {
+    bulkDynamics = new MRTdynamics<T, DESCRIPTOR>( converter.getLatticeRelaxationFrequency(), instances::getBulkMomenta<T, DESCRIPTOR>() );
+  }
+#else
+  if (flowType == forced) {
+    bulkDynamics = new ForcedBGKdynamics<T, DESCRIPTOR>( converter.getLatticeRelaxationFrequency(), instances::getBulkMomenta<T, DESCRIPTOR>() );
+  } else {
+    bulkDynamics = new BGKdynamics<T, DESCRIPTOR>( converter.getLatticeRelaxationFrequency(), instances::getBulkMomenta<T, DESCRIPTOR>() );
+  }
+#endif
+
+
+  // choose between local and non-local boundary condition
+  sOnLatticeBoundaryCondition2D<T, DESCRIPTOR> sBoundaryCondition( sLattice );
+  if (boundaryType == local) {
+    createLocalBoundaryCondition2D<T, DESCRIPTOR> (sBoundaryCondition);
+  } else {
+    createInterpBoundaryCondition2D<T, DESCRIPTOR> ( sBoundaryCondition );
+  }
+
+  prepareLattice( converter, sLattice, *bulkDynamics, sBoundaryCondition, superGeometry );
+
+  // === 4th Step: Main Loop with Timer ===
+  clout << "starting simulation..." << endl;
+  Timer<T> timer( converter.getLatticeTime( maxPhysT ), superGeometry.getStatistics().getNvoxel() );
+  util::ValueTracer<T> converge( converter.getLatticeTime( physInterval ), residuum );
+  timer.start();
+
+  for ( int iT = 0; iT < converter.getLatticeTime( maxPhysT ); ++iT ) {
+    if ( converge.hasConverged() ) {
+      clout << "Simulation converged." << endl;
+      getResults( sLattice, *bulkDynamics, converter, iT, superGeometry, timer, converge.hasConverged() );
+
+      break;
+    }
+
+    // === 5th Step: Definition of Initial and Boundary Conditions ===
+    // in this application no boundary conditions have to be adjusted
+
+    // === 6th Step: Collide and Stream Execution ===
+    sLattice.collideAndStream();
+
+    // === 7th Step: Computation and Output of the Results ===
+    getResults( sLattice, *bulkDynamics, converter, iT, superGeometry, timer, converge.hasConverged()  );
+    converge.takeValue( sLattice.getStatistics().getAverageEnergy(), true );
+  }
+
+  timer.stop();
+  timer.printSummary();
+}