DAMASK_EICMD/src/phase_mechanical.f90

!----------------------------------------------------------------------------------------------------
!> @brief internal microstructure state for all plasticity constitutive models
!----------------------------------------------------------------------------------------------------
submodule(phase) mechanical


  enum, bind(c); enumerator :: &
    PLASTIC_UNDEFINED_ID, &
    PLASTIC_NONE_ID, &
    PLASTIC_ISOTROPIC_ID, &
    PLASTIC_PHENOPOWERLAW_ID, &
    PLASTIC_KINEHARDENING_ID, &
    PLASTIC_DISLOTWIN_ID, &
    PLASTIC_DISLOTUNGSTEN_ID, &
    PLASTIC_NONLOCAL_ID, &
    EIGEN_UNDEFINED_ID, &
    EIGEN_CLEAVAGE_OPENING_ID, &
    EIGEN_THERMAL_EXPANSION_ID
  end enum

  type(tTensorContainer), dimension(:), allocatable :: &
    ! current value
    phase_mechanical_Fe, &
    phase_mechanical_Fi, &
    phase_mechanical_Fp, &
    phase_mechanical_F, &
    phase_mechanical_Li, &
    phase_mechanical_Lp, &
    phase_mechanical_S, &
    phase_mechanical_P, &
    ! converged value at end of last solver increment
    phase_mechanical_Fi0, &
    phase_mechanical_Fp0, &
    phase_mechanical_F0, &
    phase_mechanical_Li0, &
    phase_mechanical_Lp0, &
    phase_mechanical_S0


  integer(kind(PLASTIC_undefined_ID)), dimension(:),   allocatable :: &
    phase_plasticity                                                                                !< plasticity of each phase

  interface

    module subroutine eigen_init(phases)
      type(tDict), pointer :: phases
    end subroutine eigen_init

    module subroutine elastic_init(phases)
      type(tDict), pointer :: phases
    end subroutine elastic_init

    module subroutine plastic_init
    end subroutine plastic_init

    module subroutine phase_hooke_SandItsTangents(S,dS_dFe,dS_dFi,Fe,Fi,ph,en)
      integer, intent(in) :: &
        ph, &
        en
      real(pReal),   intent(in),  dimension(3,3) :: &
        Fe, &                                                                                       !< elastic deformation gradient
        Fi                                                                                          !< intermediate deformation gradient
      real(pReal),   intent(out), dimension(3,3) :: &
        S                                                                                           !< 2nd Piola-Kirchhoff stress tensor in lattice configuration
      real(pReal),   intent(out), dimension(3,3,3,3) :: &
        dS_dFe, &                                                                                   !< derivative of 2nd P-K stress with respect to elastic deformation gradient
        dS_dFi                                                                                      !< derivative of 2nd P-K stress with respect to intermediate deformation gradient
    end subroutine phase_hooke_SandItsTangents

    module subroutine plastic_isotropic_LiAndItsTangent(Li,dLi_dMi,Mi,ph,en)
      real(pReal), dimension(3,3),     intent(out) :: &
        Li                                                                                          !< inleastic velocity gradient
      real(pReal), dimension(3,3,3,3), intent(out)  :: &
        dLi_dMi                                                                                     !< derivative of Li with respect to Mandel stress
      real(pReal), dimension(3,3),     intent(in) :: &
        Mi                                                                                          !< Mandel stress
      integer,                         intent(in) :: &
        ph, &
        en
    end subroutine plastic_isotropic_LiAndItsTangent

    module function plastic_dotState(subdt,ph,en) result(dotState)
      integer, intent(in) :: &
        ph, &
        en
      real(pReal),  intent(in) :: &
        subdt                                                                                           !< timestep
      real(pReal), dimension(plasticState(ph)%sizeDotState) :: &
        dotState
    end function plastic_dotState

    module function plastic_deltaState(ph, en) result(broken)
      integer, intent(in) :: &
        ph, &
        en
      logical :: &
        broken
    end function plastic_deltaState

    module subroutine phase_LiAndItsTangents(Li, dLi_dS, dLi_dFi, &
                                             S, Fi, ph,en)
      integer, intent(in) :: &
        ph,en
      real(pReal),   intent(in),  dimension(3,3) :: &
        S                                                                                               !< 2nd Piola-Kirchhoff stress
      real(pReal),   intent(in),  dimension(3,3) :: &
        Fi                                                                                              !< intermediate deformation gradient
      real(pReal),   intent(out), dimension(3,3) :: &
        Li                                                                                              !< intermediate velocity gradient
      real(pReal),   intent(out), dimension(3,3,3,3) :: &
        dLi_dS, &                                                                                       !< derivative of Li with respect to S
        dLi_dFi

    end subroutine phase_LiAndItsTangents


    module subroutine plastic_LpAndItsTangents(Lp, dLp_dS, dLp_dFi, &
                                               S, Fi, ph,en)
      integer, intent(in) :: &
        ph,en
      real(pReal),   intent(in),  dimension(3,3) :: &
        S, &                                                                                            !< 2nd Piola-Kirchhoff stress
        Fi                                                                                              !< intermediate deformation gradient
      real(pReal),   intent(out), dimension(3,3) :: &
        Lp                                                                                              !< plastic velocity gradient
      real(pReal),   intent(out), dimension(3,3,3,3) :: &
        dLp_dS, &
        dLp_dFi                                                                                         !< derivative of Lp with respect to Fi
    end subroutine plastic_LpAndItsTangents


    module subroutine plastic_isotropic_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_isotropic_results

    module subroutine plastic_phenopowerlaw_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_phenopowerlaw_results

    module subroutine plastic_kinehardening_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_kinehardening_results

    module subroutine plastic_dislotwin_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_dislotwin_results

    module subroutine plastic_dislotungsten_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_dislotungsten_results

    module subroutine plastic_nonlocal_results(ph,group)
      integer,          intent(in) :: ph
      character(len=*), intent(in) :: group
    end subroutine plastic_nonlocal_results

    module function plastic_dislotwin_homogenizedC(ph,en) result(homogenizedC)
      real(pReal), dimension(6,6) :: homogenizedC
      integer,     intent(in) :: ph,en
    end function plastic_dislotwin_homogenizedC

    pure module function elastic_C66(ph,en) result(C66)
      real(pReal), dimension(6,6) :: C66
      integer,     intent(in) :: ph, en
    end function elastic_C66

    pure module function elastic_mu(ph,en) result(mu)
      real(pReal) :: mu
      integer, intent(in) :: ph, en
    end function elastic_mu

    pure module function elastic_nu(ph,en) result(nu)
      real(pReal) :: nu
      integer, intent(in) :: ph, en
    end function elastic_nu

  end interface

  type :: tOutput                                                                                   !< requested output (per phase)
    character(len=pStringLen), allocatable, dimension(:) :: &
      label
  end type tOutput
  type(tOutput), allocatable, dimension(:) :: output_mechanical

  procedure(integrateStateFPI), pointer :: integrateState

contains


!--------------------------------------------------------------------------------------------------
!> @brief Initialize mechanical field related constitutive models
!> @details Initialize elasticity, plasticity and stiffness degradation models.
!--------------------------------------------------------------------------------------------------
module subroutine mechanical_init(phases)

  type(tDict), pointer :: &
    phases

  integer :: &
    ce, &
    co, &
    ma, &
    ph, &
    en, &
    Nmembers
  type(tDict), pointer :: &
    num_crystallite, &
    phase, &
    mech

  print'(/,1x,a)', '<<<+-  phase:mechanical init  -+>>>'

!-------------------------------------------------------------------------------------------------
  allocate(output_mechanical(phases%length))

  allocate(phase_mechanical_Fe(phases%length))
  allocate(phase_mechanical_Fi(phases%length))
  allocate(phase_mechanical_Fi0(phases%length))
  allocate(phase_mechanical_Fp(phases%length))
  allocate(phase_mechanical_Fp0(phases%length))
  allocate(phase_mechanical_F(phases%length))
  allocate(phase_mechanical_F0(phases%length))
  allocate(phase_mechanical_Li(phases%length))
  allocate(phase_mechanical_Li0(phases%length))
  allocate(phase_mechanical_Lp(phases%length))
  allocate(phase_mechanical_Lp0(phases%length))
  allocate(phase_mechanical_S(phases%length))
  allocate(phase_mechanical_P(phases%length))
  allocate(phase_mechanical_S0(phases%length))

  do ph = 1, phases%length
    Nmembers = count(material_phaseID == ph)

    allocate(phase_mechanical_Fe(ph)%data(3,3,Nmembers))
    allocate(phase_mechanical_Fi(ph)%data(3,3,Nmembers))
    allocate(phase_mechanical_Fp(ph)%data(3,3,Nmembers))
    allocate(phase_mechanical_F(ph)%data(3,3,Nmembers))
    allocate(phase_mechanical_Li(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_Li0(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_Lp(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_Lp0(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_S(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_P(ph)%data(3,3,Nmembers),source=0.0_pReal)
    allocate(phase_mechanical_S0(ph)%data(3,3,Nmembers),source=0.0_pReal)

    phase => phases%get_dict(ph)
    mech  => phase%get_dict('mechanical')
#if defined(__GFORTRAN__)
    output_mechanical(ph)%label = output_as1dString(mech)
#else
    output_mechanical(ph)%label = mech%get_as1dString('output',defaultVal=emptyStringArray)
#endif
  end do

  do ce = 1, size(material_phaseID,2)
    ma = discretization_materialAt((ce-1)/discretization_nIPs+1)
    do co = 1,homogenization_Nconstituents(material_homogenizationID(ce))
      ph = material_phaseID(co,ce)
      en = material_phaseEntry(co,ce)
      phase_mechanical_F(ph)%data(1:3,1:3,en)  = math_I3
      phase_mechanical_Fp(ph)%data(1:3,1:3,en) = material_O_0(ma)%data(co)%asMatrix()              ! Fp reflects initial orientation (see 10.1016/j.actamat.2006.01.005)
      phase_mechanical_Fe(ph)%data(1:3,1:3,en) = matmul(material_V_e_0(ma)%data(1:3,1:3,co), &
                                                        transpose(phase_mechanical_Fp(ph)%data(1:3,1:3,en)))
      phase_mechanical_Fi(ph)%data(1:3,1:3,en) = material_O_0(ma)%data(co)%rotate(math_inv33(material_V_e_0(ma)%data(1:3,1:3,co)))
    end do
  end do

  do ph = 1, phases%length
    phase_mechanical_F0(ph)%data  = phase_mechanical_F(ph)%data
    phase_mechanical_Fp0(ph)%data = phase_mechanical_Fp(ph)%data
    phase_mechanical_Fi0(ph)%data = phase_mechanical_Fi(ph)%data
  end do


  call elastic_init(phases)

  allocate(plasticState(phases%length))
  allocate(phase_plasticity(phases%length),source = PLASTIC_UNDEFINED_ID)
  call plastic_init()
  do ph = 1,phases%length
    plasticState(ph)%state0 = plasticState(ph)%state
  end do

  num_crystallite => config_numerics%get_dict('crystallite',defaultVal=emptyDict)

  select case(num_crystallite%get_asString('integrator',defaultVal='FPI'))

    case('FPI')
      integrateState => integrateStateFPI

    case('Euler')
      integrateState => integrateStateEuler

    case('AdaptiveEuler')
      integrateState => integrateStateAdaptiveEuler

    case('RK4')
      integrateState => integrateStateRK4

    case('RKCK45')
      integrateState => integrateStateRKCK45

    case default
     call IO_error(301,ext_msg='integrator')

  end select

  call eigen_init(phases)


end subroutine mechanical_init


module subroutine mechanical_results(group,ph)

  character(len=*), intent(in) :: group
  integer,          intent(in) :: ph


  call results(group,ph)

  select case(phase_plasticity(ph))

    case(PLASTIC_ISOTROPIC_ID)
      call plastic_isotropic_results(ph,group//'mechanical/')

    case(PLASTIC_PHENOPOWERLAW_ID)
      call plastic_phenopowerlaw_results(ph,group//'mechanical/')

    case(PLASTIC_KINEHARDENING_ID)
      call plastic_kinehardening_results(ph,group//'mechanical/')

    case(PLASTIC_DISLOTWIN_ID)
      call plastic_dislotwin_results(ph,group//'mechanical/')

    case(PLASTIC_DISLOTUNGSTEN_ID)
      call plastic_dislotungsten_results(ph,group//'mechanical/')

    case(PLASTIC_NONLOCAL_ID)
      call plastic_nonlocal_results(ph,group//'mechanical/')

  end select


end subroutine mechanical_results


!--------------------------------------------------------------------------------------------------
!> @brief calculation of stress (P) with time integration based on a residuum in Lp and
!> intermediate acceleration of the Newton-Raphson correction
!--------------------------------------------------------------------------------------------------
function integrateStress(F,subFp0,subFi0,Delta_t,ph,en) result(broken)

  real(pReal), dimension(3,3), intent(in) :: F,subFp0,subFi0
  real(pReal),                 intent(in) :: Delta_t
  integer, intent(in) :: ph, en

  real(pReal), dimension(3,3)::       Fp_new, &                                                     ! plastic deformation gradient at end of timestep
                                      invFp_new, &                                                  ! inverse of Fp_new
                                      invFp_current, &                                              ! inverse of Fp_current
                                      Lpguess, &                                                    ! current guess for plastic velocity gradient
                                      Lpguess_old, &                                                ! known last good guess for plastic velocity gradient
                                      Lp_constitutive, &                                            ! plastic velocity gradient resulting from constitutive law
                                      residuumLp, &                                                 ! current residuum of plastic velocity gradient
                                      residuumLp_old, &                                             ! last residuum of plastic velocity gradient
                                      deltaLp, &                                                    ! direction of next guess
                                      Fi_new, &                                                     ! gradient of intermediate deformation stages
                                      invFi_new, &
                                      invFi_current, &                                              ! inverse of Fi_current
                                      Liguess, &                                                    ! current guess for intermediate velocity gradient
                                      Liguess_old, &                                                ! known last good guess for intermediate velocity gradient
                                      Li_constitutive, &                                            ! intermediate velocity gradient resulting from constitutive law
                                      residuumLi, &                                                 ! current residuum of intermediate velocity gradient
                                      residuumLi_old, &                                             ! last residuum of intermediate velocity gradient
                                      deltaLi, &                                                    ! direction of next guess
                                      Fe, &                                                         ! elastic deformation gradient
                                      S, &                                                          ! 2nd Piola-Kirchhoff Stress in plastic (lattice) configuration
                                      A, &
                                      B, &
                                      temp_33
  real(pReal), dimension(9) ::        temp_9                                                        ! needed for matrix inversion by LAPACK
  integer,     dimension(9) ::        devNull_9                                                     ! needed for matrix inversion by LAPACK
  real(pReal), dimension(9,9) ::      dRLp_dLp, &                                                   ! partial derivative of residuum (Jacobian for Newton-Raphson scheme)
                                      dRLi_dLi                                                      ! partial derivative of residuumI (Jacobian for Newton-Raphson scheme)
  real(pReal), dimension(3,3,3,3)::   dS_dFe, &                                                     ! partial derivative of 2nd Piola-Kirchhoff stress
                                      dS_dFi, &
                                      dFe_dLp, &                                                    ! partial derivative of elastic deformation gradient
                                      dFe_dLi, &
                                      dFi_dLi, &
                                      dLp_dFi, &
                                      dLi_dFi, &
                                      dLp_dS, &
                                      dLi_dS
  real(pReal)                         steplengthLp, &
                                      steplengthLi, &
                                      atol_Lp, &
                                      atol_Li
  integer                             NiterationStressLp, &                                         ! number of stress integrations
                                      NiterationStressLi, &                                         ! number of inner stress integrations
                                      ierr, &                                                       ! error indicator for LAPACK
                                      o, &
                                      p, &
                                      jacoCounterLp, &
                                      jacoCounterLi                                                 ! counters to check for Jacobian update
  logical :: error,broken


  broken = .true.
  call plastic_dependentState(ph,en)

  Lpguess = phase_mechanical_Lp(ph)%data(1:3,1:3,en)                                              ! take as first guess
  Liguess = phase_mechanical_Li(ph)%data(1:3,1:3,en)                                              ! take as first guess

  call math_invert33(invFp_current,error=error,A=subFp0)
  if (error) return ! error
  call math_invert33(invFi_current,error=error,A=subFi0)
  if (error) return ! error

  A = matmul(F,invFp_current)                                                                       ! intermediate tensor needed later to calculate dFe_dLp

  jacoCounterLi  = 0
  steplengthLi   = 1.0_pReal
  residuumLi_old = 0.0_pReal
  Liguess_old    = Liguess

  NiterationStressLi = 0
  LiLoop: do
    NiterationStressLi = NiterationStressLi + 1
    if (NiterationStressLi>num%nStress) return ! error

    invFi_new = matmul(invFi_current,math_I3 - Delta_t*Liguess)
    Fi_new    = math_inv33(invFi_new)

    jacoCounterLp  = 0
    steplengthLp   = 1.0_pReal
    residuumLp_old = 0.0_pReal
    Lpguess_old    = Lpguess

    NiterationStressLp = 0
    LpLoop: do
      NiterationStressLp = NiterationStressLp + 1
      if (NiterationStressLp>num%nStress) return ! error

      B  = math_I3 - Delta_t*Lpguess
      Fe = matmul(matmul(A,B), invFi_new)
      call phase_hooke_SandItsTangents(S, dS_dFe, dS_dFi, &
                                        Fe, Fi_new, ph, en)

      call plastic_LpAndItsTangents(Lp_constitutive, dLp_dS, dLp_dFi, &
                                         S, Fi_new, ph,en)

      !* update current residuum and check for convergence of loop
      atol_Lp = max(num%rtol_crystalliteStress * max(norm2(Lpguess),norm2(Lp_constitutive)), &      ! absolute tolerance from largest acceptable relative error
                    num%atol_crystalliteStress)                                                     ! minimum lower cutoff
      residuumLp = Lpguess - Lp_constitutive

      if (any(IEEE_is_NaN(residuumLp))) then
        return ! error
      elseif (norm2(residuumLp) < atol_Lp) then                                                     ! converged if below absolute tolerance
        exit LpLoop
      elseif (NiterationStressLp == 1 .or. norm2(residuumLp) < norm2(residuumLp_old)) then          ! not converged, but improved norm of residuum (always proceed in first iteration)...
        residuumLp_old = residuumLp                                                                 ! ...remember old values and...
        Lpguess_old    = Lpguess
        steplengthLp   = 1.0_pReal                                                                  ! ...proceed with normal step length (calculate new search direction)
      else                                                                                          ! not converged and residuum not improved...
        steplengthLp = num%subStepSizeLp * steplengthLp                                             ! ...try with smaller step length in same direction
        Lpguess      = Lpguess_old &
                     + deltaLp * stepLengthLp
        cycle LpLoop
      end if

      calculateJacobiLp: if (mod(jacoCounterLp, num%iJacoLpresiduum) == 0) then
        jacoCounterLp = jacoCounterLp + 1

        do o=1,3; do p=1,3
          dFe_dLp(o,1:3,p,1:3) = - Delta_t * A(o,p)*transpose(invFi_new)                            ! dFe_dLp(i,j,k,l) = -Delta_t * A(i,k) invFi(l,j)
        end do; end do
        dRLp_dLp = math_eye(9) &
                 - math_3333to99(math_mul3333xx3333(math_mul3333xx3333(dLp_dS,dS_dFe),dFe_dLp))
        temp_9 = math_33to9(residuumLp)
        call dgesv(9,1,dRLp_dLp,9,devNull_9,temp_9,9,ierr)                                          ! solve dRLp/dLp * delta Lp = -res for delta Lp
        if (ierr /= 0) return ! error
        deltaLp = - math_9to33(temp_9)
      end if calculateJacobiLp

      Lpguess = Lpguess &
              + deltaLp * steplengthLp
    end do LpLoop

    call phase_LiAndItsTangents(Li_constitutive, dLi_dS, dLi_dFi, &
                                S, Fi_new, ph,en)

    !* update current residuum and check for convergence of loop
    atol_Li = max(num%rtol_crystalliteStress * max(norm2(Liguess),norm2(Li_constitutive)), &        ! absolute tolerance from largest acceptable relative error
                  num%atol_crystalliteStress)                                                       ! minimum lower cutoff
    residuumLi = Liguess - Li_constitutive
    if (any(IEEE_is_NaN(residuumLi))) then
      return ! error
    elseif (norm2(residuumLi) < atol_Li) then                                                       ! converged if below absolute tolerance
      exit LiLoop
    elseif (NiterationStressLi == 1 .or. norm2(residuumLi) < norm2(residuumLi_old)) then            ! not converged, but improved norm of residuum (always proceed in first iteration)...
      residuumLi_old = residuumLi                                                                   ! ...remember old values and...
      Liguess_old    = Liguess
      steplengthLi   = 1.0_pReal                                                                    ! ...proceed with normal step length (calculate new search direction)
    else                                                                                            ! not converged and residuum not improved...
      steplengthLi = num%subStepSizeLi * steplengthLi                                               ! ...try with smaller step length in same direction
      Liguess      = Liguess_old &
                   + deltaLi * steplengthLi
      cycle LiLoop
    end if

    calculateJacobiLi: if (mod(jacoCounterLi, num%iJacoLpresiduum) == 0) then
      jacoCounterLi = jacoCounterLi + 1

      temp_33 = matmul(matmul(A,B),invFi_current)
      do o=1,3; do p=1,3
        dFe_dLi(1:3,o,1:3,p) = -Delta_t*math_I3(o,p)*temp_33                                        ! dFe_dLp(i,j,k,l) = -Delta_t * A(i,k) invFi(l,j)
        dFi_dLi(1:3,o,1:3,p) = -Delta_t*math_I3(o,p)*invFi_current
      end do; end do
      do o=1,3; do p=1,3
        dFi_dLi(1:3,1:3,o,p) = matmul(matmul(Fi_new,dFi_dLi(1:3,1:3,o,p)),Fi_new)
      end do; end do
      dRLi_dLi  = math_eye(9) &
                - math_3333to99(math_mul3333xx3333(dLi_dS,  math_mul3333xx3333(dS_dFe, dFe_dLi) &
                                                          + math_mul3333xx3333(dS_dFi, dFi_dLi)))  &
                - math_3333to99(math_mul3333xx3333(dLi_dFi, dFi_dLi))
      temp_9 = math_33to9(residuumLi)
      call dgesv(9,1,dRLi_dLi,9,devNull_9,temp_9,9,ierr)                                            ! solve dRLi/dLp * delta Li = -res for delta Li
      if (ierr /= 0) return ! error
      deltaLi = - math_9to33(temp_9)
    end if calculateJacobiLi

    Liguess = Liguess &
            + deltaLi * steplengthLi
  end do LiLoop

  invFp_new = matmul(invFp_current,B)
  call math_invert33(Fp_new,error=error,A=invFp_new)
  if (error) return ! error

  phase_mechanical_P(ph)%data(1:3,1:3,en)  = matmul(matmul(F,invFp_new),matmul(S,transpose(invFp_new)))
  phase_mechanical_S(ph)%data(1:3,1:3,en)  = S
  phase_mechanical_Lp(ph)%data(1:3,1:3,en) = Lpguess
  phase_mechanical_Li(ph)%data(1:3,1:3,en) = Liguess
  phase_mechanical_Fp(ph)%data(1:3,1:3,en) = Fp_new / math_det33(Fp_new)**(1.0_pReal/3.0_pReal)    ! regularize
  phase_mechanical_Fi(ph)%data(1:3,1:3,en) = Fi_new
  phase_mechanical_Fe(ph)%data(1:3,1:3,en) = matmul(matmul(F,invFp_new),invFi_new)
  broken = .false.

end function integrateStress


!--------------------------------------------------------------------------------------------------
!> @brief integrate stress, state with adaptive 1st order explicit Euler method
!> using Fixed Point Iteration to adapt the stepsize
!--------------------------------------------------------------------------------------------------
function integrateStateFPI(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: &
    ph, &
    en
  logical :: &
    broken

  integer :: &
    NiterationState, &                                                                              !< number of iterations in state loop
    sizeDotState
  real(pReal) :: &
    zeta
  real(pReal), dimension(plasticState(ph)%sizeDotState) :: &
    r, &                                                                                            ! state residuum
    dotState
  real(pReal), dimension(plasticState(ph)%sizeDotState,2) :: &
    dotState_last


  broken = .true.

  dotState = plastic_dotState(Delta_t,ph,en)
  if (any(IEEE_is_NaN(dotState))) return

  sizeDotState = plasticState(ph)%sizeDotState
  plasticState(ph)%state(1:sizeDotState,en) = subState0 + dotState * Delta_t

  iteration: do NiterationState = 1, num%nState

    dotState_last(1:sizeDotState,2) = merge(dotState_last(1:sizeDotState,1),0.0_pReal, nIterationState > 1)
    dotState_last(1:sizeDotState,1) = dotState

    broken = integrateStress(F,subFp0,subFi0,Delta_t,ph,en)
    if(broken) exit iteration

    dotState = plastic_dotState(Delta_t,ph,en)
    if (any(IEEE_is_NaN(dotState))) exit iteration

    zeta = damper(dotState,dotState_last(1:sizeDotState,1),dotState_last(1:sizeDotState,2))
    dotState = dotState * zeta &
             + dotState_last(1:sizeDotState,1) * (1.0_pReal - zeta)
    r = plasticState(ph)%state(1:sizeDotState,en) &
      - subState0 &
      - dotState * Delta_t
    plasticState(ph)%state(1:sizeDotState,en) = plasticState(ph)%state(1:sizeDotState,en) - r

    if (converged(r,plasticState(ph)%state(1:sizeDotState,en),plasticState(ph)%atol(1:sizeDotState))) then
      broken = plastic_deltaState(ph,en)
      exit iteration
    end if

  end do iteration


  contains

  !--------------------------------------------------------------------------------------------------
  !> @brief calculate the damping for correction of state and dot state
  !--------------------------------------------------------------------------------------------------
  real(pReal) pure function damper(omega_0,omega_1,omega_2)

    real(pReal), dimension(:), intent(in) :: &
      omega_0, omega_1, omega_2

    real(pReal) :: dot_prod12, dot_prod22


    dot_prod12 = dot_product(omega_0-omega_1, omega_1-omega_2)
    dot_prod22 = dot_product(omega_1-omega_2, omega_1-omega_2)

    if (min(dot_product(omega_0,omega_1),dot_prod12) < 0.0_pReal .and. dot_prod22 > 0.0_pReal) then
      damper = 0.75_pReal + 0.25_pReal * tanh(2.0_pReal + 4.0_pReal * dot_prod12 / dot_prod22)
    else
      damper = 1.0_pReal
    end if

  end function damper

end function integrateStateFPI


!--------------------------------------------------------------------------------------------------
!> @brief integrate state with 1st order explicit Euler method
!--------------------------------------------------------------------------------------------------
function integrateStateEuler(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: &
    ph, &
    en                                                                                               !< grain index in grain loop
  logical :: &
    broken

  real(pReal), dimension(plasticState(ph)%sizeDotState) :: &
    dotState
  integer :: &
    sizeDotState


  broken = .true.

  dotState = plastic_dotState(Delta_t,ph,en)
  if (any(IEEE_is_NaN(dotState))) return

  sizeDotState = plasticState(ph)%sizeDotState
#ifndef __INTEL_LLVM_COMPILER
  plasticState(ph)%state(1:sizeDotState,en) = subState0 + dotState*Delta_t
#else
  plasticState(ph)%state(1:sizeDotState,en) = IEEE_FMA(dotState,Delta_t,subState0)
#endif

  broken = plastic_deltaState(ph,en)
  if(broken) return

  broken = integrateStress(F,subFp0,subFi0,Delta_t,ph,en)

end function integrateStateEuler


!--------------------------------------------------------------------------------------------------
!> @brief integrate stress, state with 1st order Euler method with adaptive step size
!--------------------------------------------------------------------------------------------------
function integrateStateAdaptiveEuler(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: &
    ph, &
    en
  logical :: &
    broken

  integer :: &
    sizeDotState
  real(pReal), dimension(plasticState(ph)%sizeDotState) :: &
    r, &
    dotState


  broken = .true.

  dotState = plastic_dotState(Delta_t,ph,en)
  if (any(IEEE_is_NaN(dotState))) return

  sizeDotState = plasticState(ph)%sizeDotState

  r = - dotState * 0.5_pReal * Delta_t
#ifndef __INTEL_LLVM_COMPILER
  plasticState(ph)%state(1:sizeDotState,en) = subState0 + dotState*Delta_t
#else
  plasticState(ph)%state(1:sizeDotState,en) = IEEE_FMA(dotState,Delta_t,subState0)
#endif

  broken = plastic_deltaState(ph,en)
  if(broken) return

  broken = integrateStress(F,subFp0,subFi0,Delta_t,ph,en)
  if(broken) return

  dotState = plastic_dotState(Delta_t,ph,en)
  if (any(IEEE_is_NaN(dotState))) return

  broken = .not. converged(r + 0.5_pReal * dotState * Delta_t, &
                           plasticState(ph)%state(1:sizeDotState,en), &
                           plasticState(ph)%atol(1:sizeDotState))

end function integrateStateAdaptiveEuler


!---------------------------------------------------------------------------------------------------
!> @brief Integrate state (including stress integration) with the classic Runge Kutta method
!---------------------------------------------------------------------------------------------------
function integrateStateRK4(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: ph, en
  logical :: broken

  real(pReal), dimension(3,3), parameter :: &
    A = reshape([&
      0.5_pReal, 0.0_pReal, 0.0_pReal, &
      0.0_pReal, 0.5_pReal, 0.0_pReal, &
      0.0_pReal, 0.0_pReal, 1.0_pReal],&
      shape(A))
  real(pReal), dimension(3), parameter :: &
    C = [0.5_pReal, 0.5_pReal, 1.0_pReal]
  real(pReal), dimension(4), parameter :: &
    B = [6.0_pReal, 3.0_pReal, 3.0_pReal, 6.0_pReal]**(-1)


  broken = integrateStateRK(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en,A,B,C)

end function integrateStateRK4


!---------------------------------------------------------------------------------------------------
!> @brief Integrate state (including stress integration) with the Cash-Carp method
!---------------------------------------------------------------------------------------------------
function integrateStateRKCK45(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: ph, en
  logical :: broken

  real(pReal), dimension(5,5), parameter :: &
    A = reshape([&
      1._pReal/5._pReal,       .0_pReal,             .0_pReal,               .0_pReal,                  .0_pReal, &
      3._pReal/40._pReal,      9._pReal/40._pReal,   .0_pReal,               .0_pReal,                  .0_pReal, &
      3_pReal/10._pReal,       -9._pReal/10._pReal,  6._pReal/5._pReal,      .0_pReal,                  .0_pReal, &
      -11._pReal/54._pReal,    5._pReal/2._pReal,    -70.0_pReal/27.0_pReal, 35.0_pReal/27.0_pReal,     .0_pReal, &
      1631._pReal/55296._pReal,175._pReal/512._pReal,575._pReal/13824._pReal,44275._pReal/110592._pReal,253._pReal/4096._pReal],&
      shape(A))
  real(pReal), dimension(5), parameter :: &
    C = [0.2_pReal, 0.3_pReal, 0.6_pReal, 1.0_pReal, 0.875_pReal]
  real(pReal), dimension(6), parameter :: &
    B = &
      [37.0_pReal/378.0_pReal, .0_pReal, 250.0_pReal/621.0_pReal, &
      125.0_pReal/594.0_pReal, .0_pReal, 512.0_pReal/1771.0_pReal], &
    DB = B - &
      [2825.0_pReal/27648.0_pReal,    .0_pReal,                18575.0_pReal/48384.0_pReal,&
      13525.0_pReal/55296.0_pReal, 277.0_pReal/14336.0_pReal,  1._pReal/4._pReal]


  broken = integrateStateRK(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en,A,B,C,DB)

end function integrateStateRKCK45


!--------------------------------------------------------------------------------------------------
!> @brief Integrate state (including stress integration) with an explicit Runge-Kutta method or an
!! embedded explicit Runge-Kutta method
!--------------------------------------------------------------------------------------------------
function integrateStateRK(F_0,F,subFp0,subFi0,subState0,Delta_t,ph,en,A,B,C,DB) result(broken)

  real(pReal), intent(in),dimension(3,3) :: F_0,F,subFp0,subFi0
  real(pReal), intent(in),dimension(:)   :: subState0
  real(pReal), intent(in) :: Delta_t
  real(pReal), dimension(:,:), intent(in) :: A
  real(pReal), dimension(:),   intent(in) :: B, C
  real(pReal), dimension(:),   intent(in), optional :: DB
  integer, intent(in) :: &
    ph, &
    en
  logical :: broken

  integer :: &
    stage, &                                                                                        ! stage index in integration stage loop
    n, &
    sizeDotState
  real(pReal), dimension(plasticState(ph)%sizeDotState) :: &
    dotState
  real(pReal), dimension(plasticState(ph)%sizeDotState,size(B)) :: &
    plastic_RKdotState


  broken = .true.

  dotState = plastic_dotState(Delta_t,ph,en)
  if (any(IEEE_is_NaN(dotState))) return

  sizeDotState = plasticState(ph)%sizeDotState

  do stage = 1, size(A,1)

    plastic_RKdotState(1:sizeDotState,stage) = dotState
    dotState = A(1,stage) * plastic_RKdotState(1:sizeDotState,1)

    do n = 2, stage
#ifndef __INTEL_LLVM_COMPILER
      dotState = dotState + A(n,stage)*plastic_RKdotState(1:sizeDotState,n)
#else
      dotState = IEEE_FMA(A(n,stage),plastic_RKdotState(1:sizeDotState,n),dotState)
#endif
    end do

#ifndef __INTEL_LLVM_COMPILER
    plasticState(ph)%state(1:sizeDotState,en) = subState0 + dotState*Delta_t
#else
    plasticState(ph)%state(1:sizeDotState,en) = IEEE_FMA(dotState,Delta_t,subState0)
#endif

    broken = integrateStress(F_0+(F-F_0)*Delta_t*C(stage),subFp0,subFi0,Delta_t*C(stage), ph,en)
    if(broken) exit

    dotState = plastic_dotState(Delta_t*C(stage), ph,en)
    if (any(IEEE_is_NaN(dotState))) exit

  end do
  if(broken) return


  plastic_RKdotState(1:sizeDotState,size(B)) = dotState
  dotState = matmul(plastic_RKdotState,B)
#ifndef __INTEL_LLVM_COMPILER
  plasticState(ph)%state(1:sizeDotState,en) = subState0 + dotState*Delta_t
#else
  plasticState(ph)%state(1:sizeDotState,en) = IEEE_FMA(dotState,Delta_t,subState0)
#endif

  if(present(DB)) &
    broken = .not. converged(matmul(plastic_RKdotState(1:sizeDotState,1:size(DB)),DB) * Delta_t, &
                             plasticState(ph)%state(1:sizeDotState,en), &
                             plasticState(ph)%atol(1:sizeDotState))

  if(broken) return

  broken = plastic_deltaState(ph,en)
  if(broken) return

  broken = integrateStress(F,subFp0,subFi0,Delta_t,ph,en)

end function integrateStateRK


!--------------------------------------------------------------------------------------------------
!> @brief Write mechanical results to HDF5 output file.
!--------------------------------------------------------------------------------------------------
subroutine results(group,ph)

  character(len=*), intent(in) :: group
  integer,          intent(in) :: ph

  integer :: ou


  call results_closeGroup(results_addGroup(group//'/mechanical'))

  do ou = 1, size(output_mechanical(ph)%label)

    select case (output_mechanical(ph)%label(ou))
      case('F')
        call results_writeDataset(phase_mechanical_F(ph)%data,group//'/mechanical/','F',&
                                 'deformation gradient','1')
      case('F_e')
        call results_writeDataset(phase_mechanical_Fe(ph)%data,group//'/mechanical/','F_e',&
                                 'elastic deformation gradient','1')
      case('F_p')
        call results_writeDataset(phase_mechanical_Fp(ph)%data,group//'/mechanical/','F_p', &
                                 'plastic deformation gradient','1')
      case('F_i')
        call results_writeDataset(phase_mechanical_Fi(ph)%data,group//'/mechanical/','F_i', &
                                 'inelastic deformation gradient','1')
      case('L_p')
        call results_writeDataset(phase_mechanical_Lp(ph)%data,group//'/mechanical/','L_p', &
                                 'plastic velocity gradient','1/s')
      case('L_i')
        call results_writeDataset(phase_mechanical_Li(ph)%data,group//'/mechanical/','L_i', &
                                 'inelastic velocity gradient','1/s')
      case('P')
        call results_writeDataset(phase_mechanical_P(ph)%data,group//'/mechanical/','P', &
                                 'first Piola-Kirchhoff stress','Pa')
      case('S')
        call results_writeDataset(phase_mechanical_S(ph)%data,group//'/mechanical/','S', &
                                 'second Piola-Kirchhoff stress','Pa')
      case('O')
        call results_writeDataset(to_quaternion(phase_O(ph)%data),group//'/mechanical','O', &
                                 'crystal orientation as quaternion','q_0 (q_1 q_2 q_3)')
        call results_addAttribute('lattice',phase_lattice(ph),group//'/mechanical/O')
        if (any(phase_lattice(ph) == ['hP', 'tI'])) &
          call results_addAttribute('c/a',phase_cOverA(ph),group//'/mechanical/O')
    end select
  end do


  contains

!--------------------------------------------------------------------------------------------------
!> @brief Convert orientation array to quaternion array
!--------------------------------------------------------------------------------------------------
  function to_quaternion(dataset)

    type(tRotation), dimension(:), intent(in) :: dataset
    real(pReal), dimension(4,size(dataset,1)) :: to_quaternion

    integer :: i


    do i = 1, size(dataset,1)
      to_quaternion(:,i) = dataset(i)%asQuaternion()
    end do

 end function to_quaternion

end subroutine results


!--------------------------------------------------------------------------------------------------
!> @brief Forward data after successful increment.
! ToDo: Any guessing for the current states possible?
!--------------------------------------------------------------------------------------------------
module subroutine mechanical_forward()

  integer :: ph


  do ph = 1, size(plasticState)
    phase_mechanical_Fi0(ph) = phase_mechanical_Fi(ph)
    phase_mechanical_Fp0(ph) = phase_mechanical_Fp(ph)
    phase_mechanical_F0(ph)  = phase_mechanical_F(ph)
    phase_mechanical_Li0(ph) = phase_mechanical_Li(ph)
    phase_mechanical_Lp0(ph) = phase_mechanical_Lp(ph)
    phase_mechanical_S0(ph)  = phase_mechanical_S(ph)
    plasticState(ph)%state0 = plasticState(ph)%state
  end do

end subroutine mechanical_forward


!--------------------------------------------------------------------------------------------------
!> @brief calculate stress (P)
!--------------------------------------------------------------------------------------------------
module function phase_mechanical_constitutive(Delta_t,co,ce) result(converged_)

  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: &
    co, &
    ce
  logical :: converged_

  real(pReal) :: &
    formerSubStep
  integer :: &
    ph, en, sizeDotState
  logical :: todo
  real(pReal) :: subFrac,subStep
  real(pReal), dimension(3,3) :: &
    subFp0, &
    subFi0, &
    subLp0, &
    subLi0, &
    subF0, &
    subF
  real(pReal), dimension(plasticState(material_phaseID(co,ce))%sizeState) :: subState0


  ph = material_phaseID(co,ce)
  en = material_phaseEntry(co,ce)

  subState0 = plasticState(ph)%state0(:,en)
  subLi0 = phase_mechanical_Li0(ph)%data(1:3,1:3,en)
  subLp0 = phase_mechanical_Lp0(ph)%data(1:3,1:3,en)
  subFp0 = phase_mechanical_Fp0(ph)%data(1:3,1:3,en)
  subFi0 = phase_mechanical_Fi0(ph)%data(1:3,1:3,en)
  subF0  = phase_mechanical_F0(ph)%data(1:3,1:3,en)
  subFrac = 0.0_pReal
  todo = .true.
  subStep = 1.0_pReal/num%subStepSizeCryst
  converged_ = .false.                                                                              ! pretend failed step of 1/subStepSizeCryst

  todo = .true.
  cutbackLooping: do while (todo)

    if (converged_) then
      formerSubStep = subStep
      subFrac = subFrac + subStep
      subStep = min(1.0_pReal - subFrac, num%stepIncreaseCryst * subStep)

      todo = subStep > 0.0_pReal                        ! still time left to integrate on?

      if (todo) then
        subF0  = subF
        subLp0 = phase_mechanical_Lp(ph)%data(1:3,1:3,en)
        subLi0 = phase_mechanical_Li(ph)%data(1:3,1:3,en)
        subFp0 = phase_mechanical_Fp(ph)%data(1:3,1:3,en)
        subFi0 = phase_mechanical_Fi(ph)%data(1:3,1:3,en)
        subState0 = plasticState(ph)%state(:,en)
      end if
!--------------------------------------------------------------------------------------------------
!  cut back (reduced time and restore)
    else
      subStep       = num%subStepSizeCryst * subStep
      phase_mechanical_Fp(ph)%data(1:3,1:3,en) = subFp0
      phase_mechanical_Fi(ph)%data(1:3,1:3,en) = subFi0
      phase_mechanical_S(ph)%data(1:3,1:3,en) = phase_mechanical_S0(ph)%data(1:3,1:3,en)
      if (subStep < 1.0_pReal) then                                                                 ! actual (not initial) cutback
        phase_mechanical_Lp(ph)%data(1:3,1:3,en) = subLp0
        phase_mechanical_Li(ph)%data(1:3,1:3,en) = subLi0
      end if
      plasticState(ph)%state(:,en) = subState0
      todo = subStep > num%subStepMinCryst                                                          ! still on track or already done (beyond repair)
    end if

!--------------------------------------------------------------------------------------------------
!  prepare for integration
    if (todo) then
      sizeDotState = plasticState(ph)%sizeDotState
      subF = subF0 &
           + subStep * (phase_mechanical_F(ph)%data(1:3,1:3,en) - phase_mechanical_F0(ph)%data(1:3,1:3,en))
      converged_ = .not. integrateState(subF0,subF,subFp0,subFi0,subState0(1:sizeDotState),subStep * Delta_t,ph,en)
    end if

  end do cutbackLooping

end function phase_mechanical_constitutive


!--------------------------------------------------------------------------------------------------
!> @brief Restore data after homog cutback.
!--------------------------------------------------------------------------------------------------
module subroutine mechanical_restore(ce,includeL)

  integer, intent(in) :: ce
  logical, intent(in) :: &
    includeL                                                                                        !< protect agains fake cutback

  integer :: &
    co, ph, en


  do co = 1,homogenization_Nconstituents(material_homogenizationID(ce))
    ph = material_phaseID(co,ce)
    en = material_phaseEntry(co,ce)
    if (includeL) then
      phase_mechanical_Lp(ph)%data(1:3,1:3,en) = phase_mechanical_Lp0(ph)%data(1:3,1:3,en)
      phase_mechanical_Li(ph)%data(1:3,1:3,en) = phase_mechanical_Li0(ph)%data(1:3,1:3,en)
    end if                                                                                           ! maybe protecting everything from overwriting makes more sense

    phase_mechanical_Fp(ph)%data(1:3,1:3,en)   = phase_mechanical_Fp0(ph)%data(1:3,1:3,en)
    phase_mechanical_Fi(ph)%data(1:3,1:3,en)   = phase_mechanical_Fi0(ph)%data(1:3,1:3,en)
    phase_mechanical_S(ph)%data(1:3,1:3,en)    = phase_mechanical_S0(ph)%data(1:3,1:3,en)

    plasticState(ph)%state(:,en) = plasticState(ph)%State0(:,en)
  end do

end subroutine mechanical_restore


!--------------------------------------------------------------------------------------------------
!> @brief Calculate tangent (dPdF).
!--------------------------------------------------------------------------------------------------
module function phase_mechanical_dPdF(Delta_t,co,ce) result(dPdF)

  real(pReal), intent(in) :: Delta_t
  integer, intent(in) :: &
    co, &                                                                                            !< counter in constituent loop
    ce
  real(pReal), dimension(3,3,3,3) :: dPdF

  integer :: &
    o, &
    p, ph, en
  real(pReal), dimension(3,3)     ::   devNull, &
                                       invSubFp0,invSubFi0,invFp,invFi, &
                                       temp_33_1, temp_33_2, temp_33_3
  real(pReal), dimension(3,3,3,3) ::   dSdFe, &
                                       dSdF, &
                                       dSdFi, &
                                       dLidS, &                                                     ! tangent in lattice configuration
                                       dLidFi, &
                                       dLpdS, &
                                       dLpdFi, &
                                       dFidS, &
                                       dFpinvdF, &
                                       rhs_3333, &
                                       lhs_3333, &
                                       temp_3333
  real(pReal), dimension(9,9)::        temp_99
  logical :: error


  ph = material_phaseID(co,ce)
  en = material_phaseEntry(co,ce)

  call phase_hooke_SandItsTangents(devNull,dSdFe,dSdFi, &
                                   phase_mechanical_Fe(ph)%data(1:3,1:3,en), &
                                   phase_mechanical_Fi(ph)%data(1:3,1:3,en),ph,en)
  call phase_LiAndItsTangents(devNull,dLidS,dLidFi, &
                              phase_mechanical_S(ph)%data(1:3,1:3,en), &
                              phase_mechanical_Fi(ph)%data(1:3,1:3,en), &
                              ph,en)

  invFp = math_inv33(phase_mechanical_Fp(ph)%data(1:3,1:3,en))
  invFi = math_inv33(phase_mechanical_Fi(ph)%data(1:3,1:3,en))
  invSubFp0 = math_inv33(phase_mechanical_Fp0(ph)%data(1:3,1:3,en))
  invSubFi0 = math_inv33(phase_mechanical_Fi0(ph)%data(1:3,1:3,en))

  if (sum(abs(dLidS)) < tol_math_check) then
    dFidS = 0.0_pReal
  else
    lhs_3333 = 0.0_pReal; rhs_3333 = 0.0_pReal
    do o=1,3; do p=1,3
#ifndef __INTEL_LLVM_COMPILER
      lhs_3333(1:3,1:3,o,p) = lhs_3333(1:3,1:3,o,p) &
                            + matmul(invSubFi0,dLidFi(1:3,1:3,o,p)) * Delta_t
      lhs_3333(1:3,o,1:3,p) = lhs_3333(1:3,o,1:3,p) &
                            + invFi*invFi(p,o)
      rhs_3333(1:3,1:3,o,p) = rhs_3333(1:3,1:3,o,p) &
                            - matmul(invSubFi0,dLidS(1:3,1:3,o,p)) * Delta_t
#else
      lhs_3333(1:3,1:3,o,p) = IEEE_FMA(matmul(invSubFi0,dLidFi(1:3,1:3,o,p)),Delta_t,lhs_3333(1:3,1:3,o,p))
      lhs_3333(1:3,o,1:3,p) = IEEE_FMA(invFi,invFi(p,o),lhs_3333(1:3,o,1:3,p))
      rhs_3333(1:3,1:3,o,p) = IEEE_FMA(matmul(invSubFi0,dLidS(1:3,1:3,o,p)),-Delta_t,rhs_3333(1:3,1:3,o,p))
#endif
    end do; end do
    call math_invert(temp_99,error,math_3333to99(lhs_3333))
    if (error) then
      call IO_warning(600,'inversion error in analytic tangent calculation', &
                      label1='phase',ID1=ph,label2='entry',ID2=en)
      dFidS = 0.0_pReal
    else
      dFidS = math_mul3333xx3333(math_99to3333(temp_99),rhs_3333)
    end if
    dLidS = math_mul3333xx3333(dLidFi,dFidS) + dLidS
  end if

  call plastic_LpAndItsTangents(devNull,dLpdS,dLpdFi, &
                                             phase_mechanical_S(ph)%data(1:3,1:3,en), &
                                             phase_mechanical_Fi(ph)%data(1:3,1:3,en),ph,en)
  dLpdS = math_mul3333xx3333(dLpdFi,dFidS) + dLpdS

!--------------------------------------------------------------------------------------------------
! calculate dSdF
  temp_33_1 = transpose(matmul(invFp,invFi))
  temp_33_2 = matmul(phase_mechanical_F(ph)%data(1:3,1:3,en),invSubFp0)
  temp_33_3 = matmul(matmul(phase_mechanical_F(ph)%data(1:3,1:3,en),invFp), invSubFi0)

  do o=1,3; do p=1,3
    rhs_3333(p,o,1:3,1:3)  = matmul(dSdFe(p,o,1:3,1:3),temp_33_1)
    temp_3333(1:3,1:3,p,o) = matmul(matmul(temp_33_2,dLpdS(1:3,1:3,p,o)), invFi) &
                           + matmul(temp_33_3,dLidS(1:3,1:3,p,o))
  end do; end do
#ifndef __INTEL_LLVM_COMPILER
  lhs_3333 = math_mul3333xx3333(dSdFe,temp_3333) * Delta_t &
           + math_mul3333xx3333(dSdFi,dFidS)
#else
  lhs_3333 = IEEE_FMA(math_mul3333xx3333(dSdFe,temp_3333),Delta_t,math_mul3333xx3333(dSdFi,dFidS))
#endif

  call math_invert(temp_99,error,math_eye(9)+math_3333to99(lhs_3333))
  if (error) then
    call IO_warning(600,'inversion error in analytic tangent calculation', &
                    label1='phase',ID1=ph,label2='entry',ID2=en)
    dSdF = rhs_3333
  else
    dSdF = math_mul3333xx3333(math_99to3333(temp_99),rhs_3333)
  end if

!--------------------------------------------------------------------------------------------------
! calculate dFpinvdF
  temp_3333 = math_mul3333xx3333(dLpdS,dSdF)
  do o=1,3; do p=1,3
    dFpinvdF(1:3,1:3,p,o) = - matmul(invSubFp0, matmul(temp_3333(1:3,1:3,p,o),invFi)) * Delta_t
  end do; end do

!--------------------------------------------------------------------------------------------------
! assemble dPdF
  temp_33_1 = matmul(phase_mechanical_S(ph)%data(1:3,1:3,en),transpose(invFp))
  temp_33_2 = matmul(phase_mechanical_F(ph)%data(1:3,1:3,en),invFp)
  temp_33_3 = matmul(temp_33_2,phase_mechanical_S(ph)%data(1:3,1:3,en))

  dPdF = 0.0_pReal
  do p=1,3
    dPdF(p,1:3,p,1:3) = transpose(matmul(invFp,temp_33_1))
  end do
  do o=1,3; do p=1,3
    dPdF(1:3,1:3,p,o) = dPdF(1:3,1:3,p,o) &
                      + matmul(matmul(phase_mechanical_F(ph)%data(1:3,1:3,en),dFpinvdF(1:3,1:3,p,o)),temp_33_1) &
                      + matmul(matmul(temp_33_2,dSdF(1:3,1:3,p,o)),transpose(invFp)) &
                      + matmul(temp_33_3,transpose(dFpinvdF(1:3,1:3,p,o)))
  end do; end do

end function phase_mechanical_dPdF


!--------------------------------------------------------------------------------------------------
!< @brief Write restart information to file.
!--------------------------------------------------------------------------------------------------
module subroutine mechanical_restartWrite(groupHandle,ph)

  integer(HID_T), intent(in) :: groupHandle
  integer, intent(in) :: ph


  call HDF5_write(plasticState(ph)%state,groupHandle,'omega_plastic')
  call HDF5_write(phase_mechanical_S(ph)%data,groupHandle,'S')
  call HDF5_write(phase_mechanical_F(ph)%data,groupHandle,'F')
  call HDF5_write(phase_mechanical_Fp(ph)%data,groupHandle,'F_p')
  call HDF5_write(phase_mechanical_Fi(ph)%data,groupHandle,'F_i')
  call HDF5_write(phase_mechanical_Lp(ph)%data,groupHandle,'L_p')
  call HDF5_write(phase_mechanical_Li(ph)%data,groupHandle,'L_i')

end subroutine mechanical_restartWrite


!--------------------------------------------------------------------------------------------------
!< @brief Read restart information from file.
!--------------------------------------------------------------------------------------------------
module subroutine mechanical_restartRead(groupHandle,ph)

  integer(HID_T), intent(in) :: groupHandle
  integer, intent(in) :: ph


  call HDF5_read(plasticState(ph)%state0,groupHandle,'omega_plastic')
  call HDF5_read(phase_mechanical_S0(ph)%data,groupHandle,'S')
  call HDF5_read(phase_mechanical_F0(ph)%data,groupHandle,'F')
  call HDF5_read(phase_mechanical_Fp0(ph)%data,groupHandle,'F_p')
  call HDF5_read(phase_mechanical_Fi0(ph)%data,groupHandle,'F_i')
  call HDF5_read(phase_mechanical_Lp0(ph)%data,groupHandle,'L_p')
  call HDF5_read(phase_mechanical_Li0(ph)%data,groupHandle,'L_i')

end subroutine mechanical_restartRead


!--------------------------------------------------------------------------------------------------
!< @brief Get first Piola-Kirchhoff stress (for use by non-mech physics).
!--------------------------------------------------------------------------------------------------
module function mechanical_S(ph,en) result(S)

  integer, intent(in) :: ph,en
  real(pReal), dimension(3,3) :: S


  S = phase_mechanical_S(ph)%data(1:3,1:3,en)

end function mechanical_S


!--------------------------------------------------------------------------------------------------
!< @brief Get plastic velocity gradient (for use by non-mech physics).
!--------------------------------------------------------------------------------------------------
module function mechanical_L_p(ph,en) result(L_p)

  integer, intent(in) :: ph,en
  real(pReal), dimension(3,3) :: L_p


  L_p = phase_mechanical_Lp(ph)%data(1:3,1:3,en)

end function mechanical_L_p


!--------------------------------------------------------------------------------------------------
!< @brief Get elastic deformation gradient (for use by non-mech physics).
!--------------------------------------------------------------------------------------------------
module function mechanical_F_e(ph,en) result(F_e)

  integer, intent(in) :: ph,en
  real(pReal), dimension(3,3) :: F_e


  F_e = phase_mechanical_Fe(ph)%data(1:3,1:3,en)

end function mechanical_F_e


!--------------------------------------------------------------------------------------------------
!< @brief Get second Piola-Kirchhoff stress (for use by homogenization).
!--------------------------------------------------------------------------------------------------
module function phase_P(co,ce) result(P)

  integer, intent(in) :: co, ce
  real(pReal), dimension(3,3) :: P


  P = phase_mechanical_P(material_phaseID(co,ce))%data(1:3,1:3,material_phaseEntry(co,ce))

end function phase_P


!--------------------------------------------------------------------------------------------------
!< @brief Get deformation gradient (for use by homogenization).
!--------------------------------------------------------------------------------------------------
module function phase_F(co,ce) result(F)

  integer, intent(in) :: co, ce
  real(pReal), dimension(3,3) :: F


  F = phase_mechanical_F(material_phaseID(co,ce))%data(1:3,1:3,material_phaseEntry(co,ce))

end function phase_F


!--------------------------------------------------------------------------------------------------
!< @brief Set deformation gradient (for use by homogenization).
!--------------------------------------------------------------------------------------------------
module subroutine phase_set_F(F,co,ce)

  real(pReal), dimension(3,3), intent(in) :: F
  integer, intent(in) :: co, ce


  phase_mechanical_F(material_phaseID(co,ce))%data(1:3,1:3,material_phaseEntry(co,ce)) = F

end subroutine phase_set_F

end submodule mechanical