Exemplo n.º 1
0
int
main(int ac, char* av[])
{
  KokkosGuard kokkos(ac, av);

  typedef PHX::MDField<PHAL::AlbanyTraits::Residual::ScalarT>::size_type
                                                size_type;
  typedef PHAL::AlbanyTraits::Residual          Residual;
  typedef PHAL::AlbanyTraits::Residual::ScalarT ScalarT;
  typedef PHAL::AlbanyTraits                    Traits;
  std::cout.precision(15);
  //
  // Create a command line processor and parse command line options
  //
  Teuchos::CommandLineProcessor command_line_processor;

  command_line_processor.setDocString(
      "Material Point Simulator.\n"
      "For testing material models in LCM.\n");

  std::string input_file = "materials.xml";
  command_line_processor.setOption("input", &input_file, "Input File Name");

  std::string timing_file = "timing.csv";
  command_line_processor.setOption("timing", &timing_file, "Timing File Name");

  int workset_size = 1;
  command_line_processor.setOption("wsize", &workset_size, "Workset Size");

  int num_pts = 1;
  command_line_processor.setOption(
      "npoints", &num_pts, "Number of Gaussian Points");

  size_t memlimit = 1024;  // 1GB heap limit by default
  command_line_processor.setOption(
      "memlimit", &memlimit, "Heap memory limit in MB for CUDA kernels");

  // Throw a warning and not error for unrecognized options
  command_line_processor.recogniseAllOptions(true);

  // Don't throw exceptions for errors
  command_line_processor.throwExceptions(false);

  // Parse command line
  Teuchos::CommandLineProcessor::EParseCommandLineReturn parse_return =
      command_line_processor.parse(ac, av);

  std::ofstream tout(timing_file.c_str());

  if (parse_return == Teuchos::CommandLineProcessor::PARSE_HELP_PRINTED) {
    return 0;
  }

  if (parse_return != Teuchos::CommandLineProcessor::PARSE_SUCCESSFUL) {
    return 1;
  }

  util::TimeMonitor& tmonitor =
      util::PerformanceContext::instance().timeMonitor();
  Teuchos::RCP<Teuchos::Time> total_time   = tmonitor["MPS: Total Time"];
  Teuchos::RCP<Teuchos::Time> compute_time = tmonitor["MPS: Compute Time"];

  //
  // Process material.xml file
  // Read into materialDB and get material model name
  //

  // A mpi object must be instantiated before using the comm to read
  // material file
  Teuchos::GlobalMPISession        mpi_session(&ac, &av);
  Teuchos::RCP<const Teuchos_Comm> commT =
      Albany::createTeuchosCommFromMpiComm(Albany_MPI_COMM_WORLD);

  Teuchos::RCP<Albany::MaterialDatabase> material_db;
  material_db = Teuchos::rcp(new Albany::MaterialDatabase(input_file, commT));

  // Get the name of the material model to be used (and make sure there is one)
  std::string element_block_name = "Block0";
  std::string material_model_name;
  material_model_name =
      material_db->getElementBlockSublist(element_block_name, "Material Model")
          .get<std::string>("Model Name");
  TEUCHOS_TEST_FOR_EXCEPTION(
      material_model_name.length() == 0,
      std::logic_error,
      "A material model must be defined for block: " + element_block_name);

  //
  // Preloading stage setup
  // set up evaluators, create field and state managers
  //

  // Set up the data layout
  // const int workset_size = 1;
  const int                           num_dims     = 3;
  const int                           num_vertices = 8;
  const int                           num_nodes    = 8;
  const Teuchos::RCP<Albany::Layouts> dl = Teuchos::rcp(new Albany::Layouts(
      workset_size, num_vertices, num_nodes, num_pts, num_dims));

  // create field name strings
  LCM::FieldNameMap                                field_name_map(false);
  Teuchos::RCP<std::map<std::string, std::string>> fnm =
      field_name_map.getMap();

  //---------------------------------------------------------------------------
  // Deformation gradient
  // initially set the deformation gradient to the identity

  Teuchos::ArrayRCP<ScalarT> def_grad(workset_size * num_pts * 9);
  for (int i = 0; i < workset_size; ++i) {
    for (int j = 0; j < num_pts; ++j) {
      int base = i * num_pts * 9 + j * 9;
      for (int k = 0; k < 9; ++k) def_grad[base + k] = 0.0;

      def_grad[base + 0] = 1.0;
      def_grad[base + 4] = 1.0;
      def_grad[base + 8] = 1.0;
    }
  }
  // SetField evaluator, which will be used to manually assign a value
  // to the def_grad field
  Teuchos::ParameterList setDefGradP("SetFieldDefGrad");
  setDefGradP.set<std::string>("Evaluated Field Name", "F");
  setDefGradP.set<Teuchos::RCP<PHX::DataLayout>>(
      "Evaluated Field Data Layout", dl->qp_tensor);
  setDefGradP.set<Teuchos::ArrayRCP<ScalarT>>("Field Values", def_grad);
  auto setFieldDefGrad =
      Teuchos::rcp(new LCM::SetField<Residual, Traits>(setDefGradP));

  //---------------------------------------------------------------------------
  // Det(deformation gradient)
  Teuchos::ArrayRCP<ScalarT> detdefgrad(workset_size * num_pts);
  for (int i = 0; i < workset_size * num_pts; ++i) detdefgrad[i] = 1.0;
  // SetField evaluator, which will be used to manually assign a value
  // to the detdefgrad field
  Teuchos::ParameterList setDetDefGradP("SetFieldDetDefGrad");
  setDetDefGradP.set<std::string>("Evaluated Field Name", "J");
  setDetDefGradP.set<Teuchos::RCP<PHX::DataLayout>>(
      "Evaluated Field Data Layout", dl->qp_scalar);
  setDetDefGradP.set<Teuchos::ArrayRCP<ScalarT>>("Field Values", detdefgrad);
  auto setFieldDetDefGrad =
      Teuchos::rcp(new LCM::SetField<Residual, Traits>(setDetDefGradP));

  //---------------------------------------------------------------------------
  // Small strain tensor
  // initially set the strain tensor to zeros

  Teuchos::ArrayRCP<ScalarT> strain(workset_size * num_pts * 9);
  for (int i = 0; i < workset_size; ++i) {
    for (int j = 0; j < num_pts; ++j) {
      int base = i * num_pts * 9 + j * 9;
      for (int k = 0; k < 9; ++k) strain[base + k] = 0.0;
    }
  }

  // SetField evaluator, which will be used to manually assign a value
  // to the strain field
  Teuchos::ParameterList setStrainP("SetFieldStrain");
  setStrainP.set<std::string>("Evaluated Field Name", "Strain");
  setStrainP.set<Teuchos::RCP<PHX::DataLayout>>(
      "Evaluated Field Data Layout", dl->qp_tensor);
  setStrainP.set<Teuchos::ArrayRCP<ScalarT>>("Field Values", strain);
  auto setFieldStrain =
      Teuchos::rcp(new LCM::SetField<Residual, Traits>(setStrainP));
  //---------------------------------------------------------------------------
  // Instantiate a field manager
  PHX::FieldManager<Traits> fieldManager;

  // Instantiate a field manager for States
  PHX::FieldManager<Traits> stateFieldManager;

  // Register the evaluators with the field manager
  fieldManager.registerEvaluator<Residual>(setFieldDefGrad);
  fieldManager.registerEvaluator<Residual>(setFieldDetDefGrad);
  fieldManager.registerEvaluator<Residual>(setFieldStrain);

  // Register the evaluators with the state field manager
  stateFieldManager.registerEvaluator<Residual>(setFieldDefGrad);
  stateFieldManager.registerEvaluator<Residual>(setFieldDetDefGrad);
  stateFieldManager.registerEvaluator<Residual>(setFieldStrain);

  // Instantiate a state manager
  Albany::StateManager stateMgr;

  // extract the Material ParameterList for use below
  std::string matName = material_db->getElementBlockParam<std::string>(
      element_block_name, "material");
  Teuchos::ParameterList& paramList =
      material_db->getElementBlockSublist(element_block_name, matName);
  Teuchos::ParameterList& mpsParams =
      paramList.sublist("Material Point Simulator");

  // Get loading parameters from .xml file
  std::string load_case =
      mpsParams.get<std::string>("Loading Case Name", "uniaxial");
  int    number_steps = mpsParams.get<int>("Number of Steps", 10);
  double step_size    = mpsParams.get<double>("Step Size", 1.0e-2);

  std::cout << "Loading parameters:"
            << "\n  number of steps: " << number_steps
            << "\n  step_size      : " << step_size << std::endl;

  // determine if temperature is being used
  bool have_temperature = mpsParams.get<bool>("Use Temperature", false);
  std::cout << "have_temp: " << have_temperature << std::endl;
  //---------------------------------------------------------------------------
  // Temperature (optional)
  if (have_temperature) {
    Teuchos::ArrayRCP<ScalarT> temperature(workset_size);
    ScalarT                    temp = mpsParams.get<double>("Temperature", 1.0);
    for (int i = 0; i < workset_size * num_pts; ++i) temperature[0] = temp;
    // SetField evaluator, which will be used to manually assign a value
    // to the detdefgrad field
    Teuchos::ParameterList setTempP("SetFieldTemperature");
    setTempP.set<std::string>("Evaluated Field Name", "Temperature");
    setTempP.set<Teuchos::RCP<PHX::DataLayout>>(
        "Evaluated Field Data Layout", dl->qp_scalar);
    setTempP.set<Teuchos::ArrayRCP<ScalarT>>("Field Values", temperature);
    auto setFieldTemperature =
        Teuchos::rcp(new LCM::SetField<Residual, Traits>(setTempP));
    fieldManager.registerEvaluator<Residual>(setFieldTemperature);
    stateFieldManager.registerEvaluator<Residual>(setFieldTemperature);
  }

  //---------------------------------------------------------------------------
  // Time step
  Teuchos::ArrayRCP<ScalarT> delta_time(1);
  delta_time[0] = step_size;
  Teuchos::ParameterList setDTP("SetFieldTimeStep");
  setDTP.set<std::string>("Evaluated Field Name", "Delta Time");
  setDTP.set<Teuchos::RCP<PHX::DataLayout>>(
      "Evaluated Field Data Layout", dl->workset_scalar);
  setDTP.set<Teuchos::ArrayRCP<ScalarT>>("Field Values", delta_time);
  auto setFieldDT = Teuchos::rcp(new LCM::SetField<Residual, Traits>(setDTP));
  fieldManager.registerEvaluator<Residual>(setFieldDT);
  stateFieldManager.registerEvaluator<Residual>(setFieldDT);

  // check if the material wants the tangent to be computed
  bool check_stability;
  check_stability = mpsParams.get<bool>("Check Stability", false);
  paramList.set<bool>("Compute Tangent", check_stability);

  std::cout << "Check stability = " << check_stability << std::endl;

  //---------------------------------------------------------------------------
  // std::cout << "// Constitutive Model Parameters"
  //<< std::endl;
  Teuchos::ParameterList cmpPL;
  paramList.set<Teuchos::RCP<std::map<std::string, std::string>>>(
      "Name Map", fnm);
  cmpPL.set<Teuchos::ParameterList*>("Material Parameters", &paramList);
  if (have_temperature) {
    cmpPL.set<std::string>("Temperature Name", "Temperature");
    paramList.set<bool>("Have Temperature", true);
  }
  auto CMP = Teuchos::rcp(
      new LCM::ConstitutiveModelParameters<Residual, Traits>(cmpPL, dl));
  fieldManager.registerEvaluator<Residual>(CMP);
  stateFieldManager.registerEvaluator<Residual>(CMP);

  //---------------------------------------------------------------------------
  // std::cout << "// Constitutive Model Interface Evaluator"
  // << std::endl;
  Teuchos::ParameterList cmiPL;
  cmiPL.set<Teuchos::ParameterList*>("Material Parameters", &paramList);
  if (have_temperature) {
    cmiPL.set<std::string>("Temperature Name", "Temperature");
  }
  Teuchos::RCP<LCM::ConstitutiveModelInterface<Residual, Traits>> CMI =
      Teuchos::rcp(
          new LCM::ConstitutiveModelInterface<Residual, Traits>(cmiPL, dl));
  fieldManager.registerEvaluator<Residual>(CMI);
  stateFieldManager.registerEvaluator<Residual>(CMI);

  // Set the evaluated fields as required
  for (std::vector<Teuchos::RCP<PHX::FieldTag>>::const_iterator it =
           CMI->evaluatedFields().begin();
       it != CMI->evaluatedFields().end();
       ++it) {
    fieldManager.requireField<Residual>(**it);
  }

  // register state variables
  Teuchos::RCP<Teuchos::ParameterList> p;
  Teuchos::RCP<PHX::Evaluator<Traits>> ev;
  for (int sv(0); sv < CMI->getNumStateVars(); ++sv) {
    CMI->fillStateVariableStruct(sv);
    p = stateMgr.registerStateVariable(
        CMI->getName(),
        CMI->getLayout(),
        dl->dummy,
        element_block_name,
        CMI->getInitType(),
        CMI->getInitValue(),
        CMI->getStateFlag(),
        CMI->getOutputFlag());
    ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
    fieldManager.registerEvaluator<Residual>(ev);
    stateFieldManager.registerEvaluator<Residual>(ev);
  }

  //---------------------------------------------------------------------------
  if (check_stability) {
    std::string parametrization_type =
        mpsParams.get<std::string>("Parametrization Type", "Spherical");

    double parametrization_interval =
        mpsParams.get<double>("Parametrization Interval", 0.05);

    std::cout << "Bifurcation Check in Material Point Simulator:" << std::endl;
    std::cout << "Parametrization Type: " << parametrization_type << std::endl;

    Teuchos::ParameterList bcPL;
    bcPL.set<Teuchos::ParameterList*>("Material Parameters", &paramList);
    bcPL.set<std::string>("Parametrization Type Name", parametrization_type);
    bcPL.set<double>("Parametrization Interval Name", parametrization_interval);
    bcPL.set<std::string>("Material Tangent Name", "Material Tangent");
    bcPL.set<std::string>("Ellipticity Flag Name", "Ellipticity_Flag");
    bcPL.set<std::string>("Bifurcation Direction Name", "Direction");
    bcPL.set<std::string>("Min detA Name", "Min detA");
    Teuchos::RCP<LCM::BifurcationCheck<Residual, Traits>> BC =
        Teuchos::rcp(new LCM::BifurcationCheck<Residual, Traits>(bcPL, dl));
    fieldManager.registerEvaluator<Residual>(BC);
    stateFieldManager.registerEvaluator<Residual>(BC);

    // register the ellipticity flag
    p = stateMgr.registerStateVariable(
        "Ellipticity_Flag",
        dl->qp_scalar,
        dl->dummy,
        element_block_name,
        "scalar",
        0.0,
        false,
        true);
    ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
    fieldManager.registerEvaluator<Residual>(ev);
    stateFieldManager.registerEvaluator<Residual>(ev);

    // register the direction
    p = stateMgr.registerStateVariable(
        "Direction",
        dl->qp_vector,
        dl->dummy,
        element_block_name,
        "scalar",
        0.0,
        false,
        true);
    ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
    fieldManager.registerEvaluator<Residual>(ev);
    stateFieldManager.registerEvaluator<Residual>(ev);

    // register min(det(A))
    p = stateMgr.registerStateVariable(
        "Min detA",
        dl->qp_scalar,
        dl->dummy,
        element_block_name,
        "scalar",
        0.0,
        false,
        true);
    ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
    fieldManager.registerEvaluator<Residual>(ev);
    stateFieldManager.registerEvaluator<Residual>(ev);
  }

  //---------------------------------------------------------------------------
  // std::cout << "// register deformation gradient"
  // << std::endl;
  p = stateMgr.registerStateVariable(
      "F",
      dl->qp_tensor,
      dl->dummy,
      element_block_name,
      "identity",
      1.0,
      true,
      true);
  ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
  fieldManager.registerEvaluator<Residual>(ev);
  stateFieldManager.registerEvaluator<Residual>(ev);
  //---------------------------------------------------------------------------
  // std::cout << "// register small strain tensor"
  // << std::endl;
  p = stateMgr.registerStateVariable(
      "Strain",
      dl->qp_tensor,
      dl->dummy,
      element_block_name,
      "scalar",
      0.0,
      false,
      true);
  ev = Teuchos::rcp(new PHAL::SaveStateField<Residual, Traits>(*p));
  fieldManager.registerEvaluator<Residual>(ev);
  stateFieldManager.registerEvaluator<Residual>(ev);
  //---------------------------------------------------------------------------
  //
  Traits::SetupData setupData = "Test String";
  // std::cout << "Calling postRegistrationSetup" << std::endl;
  fieldManager.postRegistrationSetup(setupData);

  // std::cout << "// set the required fields for the state manager"
  //<< std::endl;
  Teuchos::RCP<PHX::DataLayout> dummy =
      Teuchos::rcp(new PHX::MDALayout<Dummy>(0));
  std::vector<std::string> responseIDs =
      stateMgr.getResidResponseIDsToRequire(element_block_name);
  std::vector<std::string>::const_iterator it;
  for (it = responseIDs.begin(); it != responseIDs.end(); it++) {
    const std::string&                              responseID = *it;
    PHX::Tag<PHAL::AlbanyTraits::Residual::ScalarT> res_response_tag(
        responseID, dummy);
    stateFieldManager.requireField<PHAL::AlbanyTraits::Residual>(
        res_response_tag);
  }
  stateFieldManager.postRegistrationSetup("");

  // std::cout << "Process using 'dot -Tpng -O <name>'\n";
  fieldManager.writeGraphvizFile<Residual>("FM", true, true);
  stateFieldManager.writeGraphvizFile<Residual>("SFM", true, true);

  //---------------------------------------------------------------------------
  // grab the output file name
  //
  std::string output_file =
      mpsParams.get<std::string>("Output File Name", "output.exo");

  //---------------------------------------------------------------------------
  // Create discretization, as required by the StateManager
  //
  Teuchos::RCP<Teuchos::ParameterList> discretizationParameterList =
      Teuchos::rcp(new Teuchos::ParameterList("Discretization"));
  discretizationParameterList->set<int>("1D Elements", workset_size);
  discretizationParameterList->set<int>("2D Elements", 1);
  discretizationParameterList->set<int>("3D Elements", 1);
  discretizationParameterList->set<std::string>("Method", "STK3D");
  discretizationParameterList->set<int>("Number Of Time Derivatives", 0);
  discretizationParameterList->set<std::string>(
      "Exodus Output File Name", output_file);
  discretizationParameterList->set<int>("Workset Size", workset_size);
  Teuchos::RCP<Tpetra_Map>    mapT = Teuchos::rcp(new Tpetra_Map(
      workset_size * num_dims * num_nodes,
      0,
      commT,
      Tpetra::LocallyReplicated));
  Teuchos::RCP<Tpetra_Vector> solution_vectorT =
      Teuchos::rcp(new Tpetra_Vector(mapT));

  int numberOfEquations = 3;
  Albany::AbstractFieldContainer::FieldContainerRequirements req;

  Teuchos::RCP<Albany::AbstractSTKMeshStruct> stkMeshStruct =
      Teuchos::rcp(new Albany::TmplSTKMeshStruct<3>(
          discretizationParameterList, Teuchos::null, commT));
  stkMeshStruct->setFieldAndBulkData(
      commT,
      discretizationParameterList,
      numberOfEquations,
      req,
      stateMgr.getStateInfoStruct(),
      stkMeshStruct->getMeshSpecs()[0]->worksetSize);

  Teuchos::RCP<Albany::AbstractDiscretization> discretization =
      Teuchos::rcp(new Albany::STKDiscretization(
          discretizationParameterList, stkMeshStruct, commT));

  //---------------------------------------------------------------------------
  // Associate the discretization with the StateManager
  //
  stateMgr.setupStateArrays(discretization);

  //---------------------------------------------------------------------------
  // Create a workset
  //
  PHAL::Workset workset;
  workset.numCells = workset_size;
  workset.stateArrayPtr =
      &stateMgr.getStateArray(Albany::StateManager::ELEM, 0);

  // create MDFields
  PHX::MDField<ScalarT, Cell, QuadPoint, Dim, Dim> stressField(
      "Cauchy_Stress", dl->qp_tensor);

  // construct the final deformation gradient based on the loading case
  std::vector<ScalarT> F_vector(9, 0.0);
  if (load_case == "uniaxial") {
    F_vector[0] = 1.0 + number_steps * step_size;
    F_vector[4] = 1.0;
    F_vector[8] = 1.0;
  } else if (load_case == "simple-shear") {
    F_vector[0] = 1.0;
    F_vector[1] = number_steps * step_size;
    F_vector[4] = 1.0;
    F_vector[8] = 1.0;
  } else if (load_case == "hydrostatic") {
    F_vector[0] = 1.0 + number_steps * step_size;
    F_vector[4] = 1.0 + number_steps * step_size;
    F_vector[8] = 1.0 + number_steps * step_size;
  } else if (load_case == "general") {
    F_vector =
        mpsParams.get<Teuchos::Array<double>>("Deformation Gradient Components")
            .toVector();
  } else {
    TEUCHOS_TEST_FOR_EXCEPTION(
        true,
        std::runtime_error,
        "Improper Loading Case in Material Point Simulator block");
  }

  minitensor::Tensor<ScalarT> F_tensor(3, &F_vector[0]);
  minitensor::Tensor<ScalarT> log_F_tensor = minitensor::log(F_tensor);

  std::cout << "F\n" << F_tensor << std::endl;
  // std::cout << "log F\n" << log_F_tensor << std::endl;

  //
  // Setup loading scenario and instantiate evaluatFields
  //
  PHX::MDField<ScalarT, Cell, QuadPoint> minDetA("Min detA", dl->qp_scalar);
  PHX::MDField<ScalarT, Cell, QuadPoint, Dim> direction(
      "Direction", dl->qp_vector);

  // Bifurcation check parameters
  double mu_0                  = 0;
  double mu_k                  = 0;
  int    bifurcationTime_rough = number_steps;
  bool   bifurcation_flag      = false;

  for (int istep(0); istep <= number_steps; ++istep) {
    util::TimeGuard total_time_guard(total_time);
    // std::cout << "****** in MPS step " << istep << " ****** " << std::endl;
    // alpha \in [0,1]
    double alpha = double(istep) / number_steps;

    // std::cout << "alpha: " << alpha << std::endl;
    minitensor::Tensor<ScalarT> scaled_log_F_tensor = alpha * log_F_tensor;
    minitensor::Tensor<ScalarT> current_F =
        minitensor::exp(scaled_log_F_tensor);

    // std::cout << "scaled log F\n" << scaled_log_F_tensor << std::endl;
    // std::cout << "current F\n" << current_F << std::endl;

    for (int i = 0; i < 3; ++i) {
      for (int j = 0; j < 3; ++j) { def_grad[3 * i + j] = current_F(i, j); }
    }

    // jacobian
    detdefgrad[0] = minitensor::det(current_F);

    // small strain tensor
    minitensor::Tensor<ScalarT> current_strain;
    current_strain = 0.5 * (current_F + minitensor::transpose(current_F)) -
                     minitensor::eye<ScalarT>(3);

    for (int i = 0; i < 3; ++i) {
      for (int j = 0; j < 3; ++j) { strain[3 * i + j] = current_strain(i, j); }
    }
    // std::cout << "current strain\n" << current_strain << std::endl;

    // Call the evaluators, evaluateFields() is the function that
    // computes stress based on deformation gradient
    compute_time->start();
    fieldManager.preEvaluate<Residual>(workset);
    fieldManager.evaluateFields<Residual>(workset);
    fieldManager.postEvaluate<Residual>(workset);
    compute_time->stop();

    stateFieldManager.getFieldData<Residual>(stressField);

    // Call the state field manager
    // std::cout << "+++ calling the stateFieldManager\n";
    compute_time->start();
    stateFieldManager.preEvaluate<Residual>(workset);
    stateFieldManager.evaluateFields<Residual>(workset);
    stateFieldManager.postEvaluate<Residual>(workset);
    compute_time->stop();

    stateMgr.updateStates();

    // output to the exodus file
    // Don't include this in timing data...
    total_time->stop();
    discretization->writeSolutionT(
        *solution_vectorT, Teuchos::as<double>(istep));

    // if check for bifurcation, adaptive step
    total_time->start();
    if (check_stability) {
      // get current minDet(A)
      stateFieldManager.getFieldData<Residual>(minDetA);

      if (istep == 0) { mu_0 = minDetA(0, 0); }

      if (minDetA(0, 0) <= 0 && !bifurcation_flag) {
        mu_k                  = minDetA(0, 0);
        bifurcationTime_rough = istep;
        bifurcation_flag      = true;

        // adaptive step begin
        std::cout << "\nAdaptive step begin - step " << istep << std::endl;

        // initialization for adaptive step
        double tol              = 1E-8;
        double alpha_local      = 1.0;
        double alpha_local_step = 0.5;

        int k            = 1;
        int maxIteration = 50;

        // small strain tensor
        minitensor::Tensor<ScalarT> current_strain;

        // iteration begin
        while (((mu_k <= 0) || (std::abs(mu_k / mu_0) > tol))) {
          alpha =
              double(bifurcationTime_rough - 1 + alpha_local) / number_steps;

          minitensor::Tensor<ScalarT> scaled_log_F_tensor =
              alpha * log_F_tensor;
          minitensor::Tensor<ScalarT> current_F =
              minitensor::exp(scaled_log_F_tensor);

          for (int i = 0; i < 3; ++i) {
            for (int j = 0; j < 3; ++j) {
              def_grad[3 * i + j] = current_F(i, j);
            }
          }

          // jacobian
          detdefgrad[0] = minitensor::det(current_F);

          current_strain =
              0.5 * (current_F + minitensor::transpose(current_F)) -
              minitensor::eye<ScalarT>(3);

          for (int i = 0; i < 3; ++i) {
            for (int j = 0; j < 3; ++j) {
              strain[3 * i + j] = current_strain(i, j);
            }
          }

          // Call the evaluators, evaluateFields() is the function that
          // computes stress based on deformation gradient
          fieldManager.preEvaluate<Residual>(workset);
          fieldManager.evaluateFields<Residual>(workset);
          fieldManager.postEvaluate<Residual>(workset);

          // Call the state field manager
          // std::cout << "+++ calling the stateFieldManager\n";
          stateFieldManager.preEvaluate<Residual>(workset);
          stateFieldManager.evaluateFields<Residual>(workset);
          stateFieldManager.postEvaluate<Residual>(workset);

          stateFieldManager.getFieldData<Residual>(minDetA);

          stateFieldManager.getFieldData<Residual>(direction);

          mu_k = minDetA(0, 0);

          if (mu_k > 0) {
            alpha_local += alpha_local_step;
          } else {
            alpha_local -= alpha_local_step;
          }

          alpha_local_step /= 2;

          k = k + 1;

          if (k >= maxIteration) {
            std::cout
                << "Adaptive step for bifurcation check not converging after "
                << k << " iterations" << std::endl;
            break;
          }

        }  // adaptive step iteration end

      }  // end adaptive step

    }  // end check bifurcation

    stateMgr.updateStates();

    //
    if (bifurcation_flag) {
      // break the loading step after adaptive time step loop
      break;
    }

    //

  }  // end loading steps

  // Summarize with AlbanyUtil performance monitors
  if (tout) {
    util::PerformanceContext::instance().timeMonitor().summarize(tout);
    tout.close();
  }
}
void AnisotropicHyperelasticDamageModel<EvalT, Traits>::
computeState(typename Traits::EvalData workset,
    std::map<std::string, Teuchos::RCP<PHX::MDField<ScalarT> > > dep_fields,
    std::map<std::string, Teuchos::RCP<PHX::MDField<ScalarT> > > eval_fields)
{
  bool print = false;
  //if (typeid(ScalarT) == typeid(RealType)) print = true;
  //cout.precision(15);

  // extract dependent MDFields
  PHX::MDField<ScalarT> def_grad = *dep_fields["F"];
  PHX::MDField<ScalarT> J = *dep_fields["J"];
  PHX::MDField<ScalarT> poissons_ratio = *dep_fields["Poissons Ratio"];
  PHX::MDField<ScalarT> elastic_modulus = *dep_fields["Elastic Modulus"];

  // retrive appropriate field name strings
  std::string cauchy_string = (*field_name_map_)["Cauchy_Stress"];
  std::string matrix_energy_string = (*field_name_map_)["Matrix_Energy"];
  std::string f1_energy_string = (*field_name_map_)["F1_Energy"];
  std::string f2_energy_string = (*field_name_map_)["F2_Energy"];
  std::string matrix_damage_string = (*field_name_map_)["Matrix_Damage"];
  std::string f1_damage_string = (*field_name_map_)["F1_Damage"];
  std::string f2_damage_string = (*field_name_map_)["F2_Damage"];

  // extract evaluated MDFields
  PHX::MDField<ScalarT> stress = *eval_fields[cauchy_string];
  PHX::MDField<ScalarT> energy_m = *eval_fields[matrix_energy_string];
  PHX::MDField<ScalarT> energy_f1 = *eval_fields[f1_energy_string];
  PHX::MDField<ScalarT> energy_f2 = *eval_fields[f2_energy_string];
  PHX::MDField<ScalarT> damage_m = *eval_fields[matrix_damage_string];
  PHX::MDField<ScalarT> damage_f1 = *eval_fields[f1_damage_string];
  PHX::MDField<ScalarT> damage_f2 = *eval_fields[f2_damage_string];

  // previous state
  Albany::MDArray energy_m_old =
      (*workset.stateArrayPtr)[matrix_energy_string + "_old"];
  Albany::MDArray energy_f1_old =
      (*workset.stateArrayPtr)[f1_energy_string + "_old"];
  Albany::MDArray energy_f2_old =
      (*workset.stateArrayPtr)[f2_energy_string + "_old"];

  ScalarT kappa, mu, Jm53, Jm23, p, I4_f1, I4_f2;
  ScalarT alpha_f1, alpha_f2, alpha_m;

  // Define some tensors for use
  Intrepid::Tensor<ScalarT> I(Intrepid::eye<ScalarT>(num_dims_));
  Intrepid::Tensor<ScalarT> F(num_dims_), s(num_dims_), b(num_dims_), C(
      num_dims_);
  Intrepid::Tensor<ScalarT> sigma_m(num_dims_), sigma_f1(num_dims_), sigma_f2(
      num_dims_);
  Intrepid::Tensor<ScalarT> M1dyadM1(num_dims_), M2dyadM2(num_dims_);
  Intrepid::Tensor<ScalarT> S0_f1(num_dims_), S0_f2(num_dims_);

  Intrepid::Vector<ScalarT> M1(num_dims_), M2(num_dims_);

  for (std::size_t cell = 0; cell < workset.numCells; ++cell) {
    for (std::size_t pt = 0; pt < num_pts_; ++pt) {
      // local parameters
      kappa = elastic_modulus(cell, pt)
          / (3. * (1. - 2. * poissons_ratio(cell, pt)));
      mu = elastic_modulus(cell, pt) / (2. * (1. + poissons_ratio(cell, pt)));
      Jm53 = std::pow(J(cell, pt), -5. / 3.);
      Jm23 = std::pow(J(cell, pt), -2. / 3.);
      F.fill(&def_grad(cell, pt, 0, 0));

      // compute deviatoric stress
      b = F * Intrepid::transpose(F);
      s = mu * Jm53 * Intrepid::dev(b);
      // compute pressure
      p = 0.5 * kappa * (J(cell, pt) - 1. / (J(cell, pt)));

      sigma_m = s + p * I;

      // compute energy for M
      energy_m(cell, pt) = 0.5 * kappa
          * (0.5 * (J(cell, pt) * J(cell, pt) - 1.0) - std::log(J(cell, pt)))
          + 0.5 * mu * (Jm23 * Intrepid::trace(b) - 3.0);

      // damage term in M
      alpha_m = energy_m_old(cell, pt);
      if (energy_m(cell, pt) > alpha_m) alpha_m = energy_m(cell, pt);

      damage_m(cell, pt) = max_damage_m_
          * (1 - std::exp(-alpha_m / saturation_m_));

      //-----------compute stress in Fibers

      // Right Cauchy-Green Tensor C = F^{T} * F
      C = Intrepid::transpose(F) * F;

      // Fiber orientation vectors
      //
      // fiber 1
      for (std::size_t i = 0; i < num_dims_; ++i) {
        M1(i) = direction_f1_[i];
      }
      M1 = M1 / norm(M1);

      // fiber 2
      for (std::size_t i = 0; i < num_dims_; ++i) {
        M2(i) = direction_f2_[i];
      }
      M2 = M2 / norm(M2);

      // Anisotropic invariants I4 = M_{i} * C * M_{i}
      I4_f1 = Intrepid::dot(M1, Intrepid::dot(C, M1));
      I4_f2 = Intrepid::dot(M2, Intrepid::dot(C, M2));
      M1dyadM1 = Intrepid::dyad(M1, M1);
      M2dyadM2 = Intrepid::dyad(M2, M2);

      // undamaged stress (2nd PK stress)
      S0_f1 = (4.0 * k_f1_ * (I4_f1 - 1.0)
          * std::exp(q_f1_ * (I4_f1 - 1) * (I4_f1 - 1))) * M1dyadM1;
      S0_f2 = (4.0 * k_f2_ * (I4_f2 - 1.0)
          * std::exp(q_f2_ * (I4_f2 - 1) * (I4_f2 - 1))) * M2dyadM2;

      // compute energy for fibers
      energy_f1(cell, pt) = k_f1_
          * (std::exp(q_f1_ * (I4_f1 - 1) * (I4_f1 - 1)) - 1) / q_f1_;
      energy_f2(cell, pt) = k_f2_
          * (std::exp(q_f2_ * (I4_f2 - 1) * (I4_f2 - 1)) - 1) / q_f2_;

      // Fiber Cauchy stress
      sigma_f1 = (1.0 / J(cell, pt))
          * Intrepid::dot(F, Intrepid::dot(S0_f1, Intrepid::transpose(F)));
      sigma_f2 = (1.0 / J(cell, pt))
          * Intrepid::dot(F, Intrepid::dot(S0_f2, Intrepid::transpose(F)));

      // maximum thermodynamic forces
      alpha_f1 = energy_f1_old(cell, pt);
      alpha_f2 = energy_f2_old(cell, pt);

      if (energy_f1(cell, pt) > alpha_f1) alpha_f1 = energy_f1(cell, pt);

      if (energy_f2(cell, pt) > alpha_f2) alpha_f2 = energy_f2(cell, pt);

      // damage term in fibers
      damage_f1(cell, pt) = max_damage_f1_
          * (1 - std::exp(-alpha_f1 / saturation_f1_));
      damage_f2(cell, pt) = max_damage_f2_
          * (1 - std::exp(-alpha_f2 / saturation_f2_));

      // total Cauchy stress (M, Fibers)
      for (std::size_t i(0); i < num_dims_; ++i) {
        for (std::size_t j(0); j < num_dims_; ++j) {
          stress(cell, pt, i, j) =
              volume_fraction_m_ * (1 - damage_m(cell, pt)) * sigma_m(i, j)
                  + volume_fraction_f1_ * (1 - damage_f1(cell, pt))
                      * sigma_f1(i, j)
                  + volume_fraction_f2_ * (1 - damage_f2(cell, pt))
                      * sigma_f2(i, j);
        }
      }

      if (print) {
        std::cout << "  matrix damage: " << damage_m(cell, pt) << std::endl;
        std::cout << "  matrix energy: " << energy_m(cell, pt) << std::endl;
        std::cout << "  fiber1 damage: " << damage_f1(cell, pt) << std::endl;
        std::cout << "  fiber1 energy: " << energy_f1(cell, pt) << std::endl;
        std::cout << "  fiber2 damage: " << damage_f2(cell, pt) << std::endl;
        std::cout << "  fiber2 energy: " << energy_f2(cell, pt) << std::endl;
      }
    } // pt
  } // cell
}