UnsteadyAdvectionDiffusion.cpp

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///////////////////////////////////////////////////////////////////////////////
//
// File: UnsteadyAdvectionDiffusion.cpp
//
// For more information, please see: http://www.nektar.info
//
// The MIT License
//
// Copyright (c) 2006 Division of Applied Mathematics, Brown University (USA),
// Department of Aeronautics, Imperial College London (UK), and Scientific
// Computing and Imaging Institute, University of Utah (USA).
//
// Permission is hereby granted, free of charge, to any person obtaining a
// copy of this software and associated documentation files (the "Software"),
// to deal in the Software without restriction, including without limitation
// the rights to use, copy, modify, merge, publish, distribute, sublicense,
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// Software is furnished to do so, subject to the following conditions:
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// The above copyright notice and this permission notice shall be included
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// OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL
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//
// Description: Unsteady advection-diffusion solve routines
//
///////////////////////////////////////////////////////////////////////////////
 
#include <ADRSolver/EquationSystems/UnsteadyAdvectionDiffusion.h>
#include <LibUtilities/TimeIntegration/TimeIntegrationScheme.h>
#include <SolverUtils/Advection/AdvectionWeakDG.h>
 
namespace Nektar
{
using namespace LibUtilities;
 
std::string UnsteadyAdvectionDiffusion::className =
    SolverUtils::GetEquationSystemFactory().RegisterCreatorFunction(
        "UnsteadyAdvectionDiffusion", UnsteadyAdvectionDiffusion::create,
        "Unsteady Advection-Diffusion equation");
 
UnsteadyAdvectionDiffusion::UnsteadyAdvectionDiffusion(
    const LibUtilities::SessionReaderSharedPtr &pSession,
    const SpatialDomains::MeshGraphSharedPtr &pGraph)
    : UnsteadySystem(pSession, pGraph), UnsteadyAdvection(pSession, pGraph)
{
}
 
/**
 * @brief Initialisation object for the unsteady linear advection
 * diffusion equation.
 */
void UnsteadyAdvectionDiffusion::v_InitObject(bool DeclareFields)
{
    UnsteadyAdvection::v_InitObject(DeclareFields);
 
    m_session->LoadParameter("epsilon", m_epsilon, 1.0);
 
    m_session->MatchSolverInfo("SpectralVanishingViscosity", "True",
                               m_useSpecVanVisc, false);
    if (m_useSpecVanVisc)
    {
        m_session->LoadParameter("SVVCutoffRatio", m_sVVCutoffRatio, 0.75);
        m_session->LoadParameter("SVVDiffCoeff", m_sVVDiffCoeff, 0.1);
    }
 
    // turn on substepping
    m_session->MatchSolverInfo("Extrapolation", "SubStepping",
                               m_subSteppingScheme, false);
 
    m_session->LoadParameter("MinSubSteps", m_minsubsteps, 1);
 
    // Type of advection and diffusion classes to be used
    switch (m_projectionType)
    {
        // Discontinuous field
        case MultiRegions::eDiscontinuous:
        {
            // Diffusion term
            if (m_explicitDiffusion)
            {
                std::string diffName;
                m_session->LoadSolverInfo("DiffusionType", diffName, "LDG");
                m_diffusion = SolverUtils::GetDiffusionFactory().CreateInstance(
                    diffName, diffName);
                m_diffusion->SetFluxVector(
                    &UnsteadyAdvectionDiffusion::GetFluxVectorDiff, this);
                m_diffusion->InitObject(m_session, m_fields);
            }
 
            ASSERTL0(m_subSteppingScheme == false,
                     "SubSteppingScheme is not set up for DG projection");
            break;
        }
        // Continuous field
        case MultiRegions::eGalerkin:
        case MultiRegions::eMixed_CG_Discontinuous:
        {
            // Advection term
            std::string advName;
            m_session->LoadSolverInfo("AdvectionType", advName,
                                      "NonConservative");
            if (advName.compare("WeakDG") == 0)
            {
                // Define the normal velocity fields
                if (m_fields[0]->GetTrace())
                {
                    m_traceVn = Array<OneD, NekDouble>(GetTraceNpoints());
                }
 
                std::string riemName;
                m_session->LoadSolverInfo("UpwindType", riemName, "Upwind");
                m_riemannSolver =
                    SolverUtils::GetRiemannSolverFactory().CreateInstance(
                        riemName, m_session);
                m_riemannSolver->SetScalar(
                    "Vn", &UnsteadyAdvectionDiffusion::GetNormalVelocity, this);
                m_advObject->SetRiemannSolver(m_riemannSolver);
                m_advObject->InitObject(m_session, m_fields);
            }
 
            // In case of Galerkin explicit diffusion gives an error
            if (m_explicitDiffusion)
            {
                ASSERTL0(false, "Explicit Galerkin diffusion not set up.");
            }
            // In case of Galerkin implicit diffusion: do nothing
            break;
        }
        default:
        {
            ASSERTL0(false, "Unsupported projection type.");
            break;
        }
    }
 
    m_ode.DefineImplicitSolve(&UnsteadyAdvectionDiffusion::DoImplicitSolve,
                              this);
    m_ode.DefineOdeRhs(&UnsteadyAdvectionDiffusion::DoOdeRhs, this);
 
    if (m_subSteppingScheme) // Substepping
    {
        ASSERTL0(m_projectionType == MultiRegions::eMixed_CG_Discontinuous,
                 "Projection must be set to Mixed_CG_Discontinuous for "
                 "substepping");
        SetUpSubSteppingTimeIntegration(m_intScheme);
    }
}
 
/**
 * @brief Compute the right-hand side for the unsteady linear advection
 * diffusion problem.
 *
 * @param inarray    Given fields.
 * @param outarray   Calculated solution.
 * @param time       Time.
 */
void UnsteadyAdvectionDiffusion::DoOdeRhs(
    const Array<OneD, const Array<OneD, NekDouble>> &inarray,
    Array<OneD, Array<OneD, NekDouble>> &outarray, const NekDouble time)
{
    // Number of fields (variables of the problem)
    int nVariables = inarray.size();
 
    UnsteadyAdvection::DoOdeRhs(inarray, outarray, time);
 
    if (m_explicitDiffusion)
    {
        Array<OneD, Array<OneD, NekDouble>> outarrayDiff(nVariables);
        for (int i = 0; i < nVariables; ++i)
        {
            outarrayDiff[i] = Array<OneD, NekDouble>(outarray[i].size(), 0.0);
        }
 
        if (m_ALESolver)
        {
            Array<OneD, Array<OneD, NekDouble>> tmpIn(nVariables);
            // If ALE we must take Mu coefficient space to u physical space
            ALEHelper::ALEDoElmtInvMassBwdTrans(inarray, tmpIn);
            m_diffusion->DiffuseCoeffs(nVariables, m_fields, tmpIn,
                                       outarrayDiff); // Using tmpIn from above
        }
        else
        {
            m_diffusion->Diffuse(nVariables, m_fields, inarray, outarrayDiff);
        }
 
        for (int i = 0; i < nVariables; ++i)
        {
            Vmath::Vadd(outarray[i].size(), &outarrayDiff[i][0], 1,
                        &outarray[i][0], 1, &outarray[i][0], 1);
        }
    }
}
 
/* @brief Compute the diffusion term implicitly.
 *
 * @param inarray    Given fields.
 * @param outarray   Calculated solution.
 * @param time       Time.
 * @param lambda     Diffusion coefficient.
 */
void UnsteadyAdvectionDiffusion::DoImplicitSolve(
    const Array<OneD, const Array<OneD, NekDouble>> &inarray,
    Array<OneD, Array<OneD, NekDouble>> &outarray, const NekDouble time,
    const NekDouble lambda)
{
    int nvariables = inarray.size();
    int nq         = m_fields[0]->GetNpoints();
 
    StdRegions::ConstFactorMap factors;
    factors[StdRegions::eFactorLambda] = 1.0 / lambda / m_epsilon;
 
    // Add factor is GJP turned on
    if (m_useGJPStabilisation)
    {
        factors[StdRegions::eFactorGJP] = m_GJPJumpScale / m_epsilon;
    }
 
    if (m_useSpecVanVisc)
    {
        factors[StdRegions::eFactorSVVCutoffRatio] = m_sVVCutoffRatio;
        factors[StdRegions::eFactorSVVDiffCoeff]   = m_sVVDiffCoeff / m_epsilon;
    }
 
    if (m_projectionType == MultiRegions::eDiscontinuous)
    {
        factors[StdRegions::eFactorTau] = 1.0;
    }
 
    Array<OneD, Array<OneD, NekDouble>> F(nvariables);
    for (int n = 0; n < nvariables; ++n)
    {
        F[n] = Array<OneD, NekDouble>(nq);
    }
 
    // We solve ( \nabla^2 - HHlambda ) Y[i] = rhs [i]
    // inarray = input: \hat{rhs} -> output: \hat{Y}
    // outarray = output: nabla^2 \hat{Y}
    // where \hat = modal coeffs
    for (int i = 0; i < nvariables; ++i)
    {
        // Multiply 1.0/timestep/lambda
        Vmath::Smul(nq, -factors[StdRegions::eFactorLambda], inarray[i], 1,
                    F[i], 1);
    }
 
    // Setting boundary conditions
    SetBoundaryConditions(time);
 
    for (int i = 0; i < nvariables; ++i)
    {
        // Solve a system of equations with Helmholtz solver
        m_fields[i]->HelmSolve(F[i], m_fields[i]->UpdateCoeffs(), factors);
 
        m_fields[i]->BwdTrans(m_fields[i]->GetCoeffs(), outarray[i]);
    }
}
 
/**
 * @brief Return the flux vector for the diffusion part.
 *
 */
void UnsteadyAdvectionDiffusion::GetFluxVectorDiff(
    [[maybe_unused]] const Array<OneD, Array<OneD, NekDouble>> &inarray,
    const Array<OneD, Array<OneD, Array<OneD, NekDouble>>> &qfield,
    Array<OneD, Array<OneD, Array<OneD, NekDouble>>> &viscousTensor)
{
    unsigned int nDim              = qfield.size();
    unsigned int nConvectiveFields = qfield[0].size();
    unsigned int nPts              = qfield[0][0].size();
    for (unsigned int j = 0; j < nDim; ++j)
    {
        for (unsigned int i = 0; i < nConvectiveFields; ++i)
        {
            Vmath::Smul(nPts, m_epsilon, qfield[j][i], 1, viscousTensor[j][i],
                        1);
        }
    }
}
 
void UnsteadyAdvectionDiffusion::v_GenerateSummary(SolverUtils::SummaryList &s)
{
    UnsteadyAdvection::v_GenerateSummary(s);
    if (m_useSpecVanVisc)
    {
        std::stringstream ss;
        ss << "SVV (cut off = " << m_sVVCutoffRatio
           << ", coeff = " << m_sVVDiffCoeff << ")";
        SolverUtils::AddSummaryItem(s, "Smoothing", ss.str());
    }
}
 
void UnsteadyAdvectionDiffusion::v_ExtraFldOutput(
    std::vector<Array<OneD, NekDouble>> &fieldcoeffs,
    std::vector<std::string> &variables)
{
    bool extraFields;
    m_session->MatchSolverInfo("OutputExtraFields", "True", extraFields, true);
 
    if (extraFields && m_ALESolver)
    {
        ExtraFldOutputGridVelocity(fieldcoeffs, variables);
    }
}
 
/**
 * Perform the extrapolation.
 */
bool UnsteadyAdvectionDiffusion::v_PreIntegrate(int step)
{
    if (m_subSteppingScheme)
    {
        SubStepAdvance(step, m_time);
    }
 
    return false;
}
 
/**
 *
 */
void UnsteadyAdvectionDiffusion::SubStepAdvance(int nstep, NekDouble time)
{
    int nsubsteps;
 
    NekDouble dt;
 
    Array<OneD, Array<OneD, NekDouble>> fields, velfields;
 
    static int ncalls = 1;
    int nint          = std::min(ncalls++, m_intSteps);
 
    Array<OneD, NekDouble> CFL(m_fields[0]->GetExpSize(), m_cflSafetyFactor);
 
    LibUtilities::CommSharedPtr comm = m_session->GetComm();
 
    // Get the proper time step with CFL control
    dt = GetSubstepTimeStep();
 
    nsubsteps = (m_timestep > dt) ? ((int)(m_timestep / dt) + 1) : 1;
    nsubsteps = std::max(m_minsubsteps, nsubsteps);
 
    dt = m_timestep / nsubsteps;
 
    if (m_infosteps && !((nstep + 1) % m_infosteps) && comm->GetRank() == 0)
    {
        std::cout << "Sub-integrating using " << nsubsteps
                  << " steps over Dt = " << m_timestep
                  << " (SubStep CFL=" << m_cflSafetyFactor << ")" << std::endl;
    }
 
    const TripleArray &solutionVector = m_intScheme->GetSolutionVector();
 
    for (int m = 0; m < nint; ++m)
    {
        // We need to update the fields held by the m_intScheme
        fields = solutionVector[m];
 
        // Initialise NS solver which is set up to use a GLM method
        // with calls to EvaluateAdvection_SetPressureBCs and
        // SolveUnsteadyStokesSystem
        m_subStepIntegrationScheme->InitializeScheme(dt, fields, time,
                                                     m_subStepIntegrationOps);
 
        for (int n = 0; n < nsubsteps; ++n)
        {
            fields = m_subStepIntegrationScheme->TimeIntegrate(n, dt);
        }
 
        // Reset time integrated solution in m_intScheme
        m_intScheme->SetSolutionVector(m, fields);
    }
}
 
/**
 *
 */
NekDouble UnsteadyAdvectionDiffusion::GetSubstepTimeStep()
{
    int n_element = m_fields[0]->GetExpSize();
 
    const Array<OneD, int> ExpOrder = m_fields[0]->EvalBasisNumModesMaxPerExp();
    Array<OneD, int> ExpOrderList(n_element, ExpOrder);
 
    const NekDouble cLambda = 0.2; // Spencer book pag. 317
 
    Array<OneD, NekDouble> tstep(n_element, 0.0);
    Array<OneD, NekDouble> stdVelocity(n_element, 0.0);
 
    stdVelocity = GetMaxStdVelocity(m_velocity);
 
    for (int el = 0; el < n_element; ++el)
    {
        tstep[el] =
            m_cflSafetyFactor / (stdVelocity[el] * cLambda *
                                 (ExpOrder[el] - 1) * (ExpOrder[el] - 1));
    }
 
    NekDouble TimeStep = Vmath::Vmin(n_element, tstep, 1);
    m_session->GetComm()->AllReduce(TimeStep, LibUtilities::ReduceMin);
 
    return TimeStep;
}
 
void UnsteadyAdvectionDiffusion::SetUpSubSteppingTimeIntegration(
    const LibUtilities::TimeIntegrationSchemeSharedPtr &IntegrationScheme)
{
    // Set to 1 for first step and it will then be increased in
    // time advance routines
    unsigned int order = IntegrationScheme->GetOrder();
 
    // Set to 1 for first step and it will then be increased in
    // time advance routines
    if ((IntegrationScheme->GetName() == "Euler" &&
         IntegrationScheme->GetVariant() == "Backward") ||
        (IntegrationScheme->GetName() == "BDFImplicit" &&
         (order == 1 || order == 2)))
    {
        // Note RK first order SSP is just Forward Euler.
        m_subStepIntegrationScheme =
            LibUtilities::GetTimeIntegrationSchemeFactory().CreateInstance(
                "RungeKutta", "SSP", order, std::vector<NekDouble>());
    }
    else
    {
        NEKERROR(ErrorUtil::efatal,
                 "Integration method not suitable: "
                 "Options include BackwardEuler or BDFImplicitOrder1");
    }
 
    m_intSteps = IntegrationScheme->GetNumIntegrationPhases();
 
    // set explicit time-integration class operators
    m_subStepIntegrationOps.DefineOdeRhs(
        &UnsteadyAdvectionDiffusion::SubStepAdvection, this);
    m_subStepIntegrationOps.DefineProjection(
        &UnsteadyAdvectionDiffusion::SubStepProjection, this);
}
 
/**
 * Explicit Advection terms used by SubStepAdvance time integration
 */
void UnsteadyAdvectionDiffusion::SubStepAdvection(
    const Array<OneD, const Array<OneD, NekDouble>> &inarray,
    Array<OneD, Array<OneD, NekDouble>> &outarray, const NekDouble time)
{
    int i;
    int nVariables = inarray.size();
 
    /// Get the number of coefficients
    int ncoeffs = m_fields[0]->GetNcoeffs();
 
    /// Define an auxiliary variable to compute the RHS
    Array<OneD, Array<OneD, NekDouble>> WeakAdv(nVariables);
    WeakAdv[0] = Array<OneD, NekDouble>(ncoeffs * nVariables);
    for (i = 1; i < nVariables; ++i)
    {
        WeakAdv[i] = WeakAdv[i - 1] + ncoeffs;
    }
 
    // Currently assume velocity field is time independent and does not
    // therefore need extrapolating. RHS computation using the advection base
    // class
    m_advObject->Advect(nVariables, m_fields, m_velocity, inarray, outarray,
                        time);
 
    for (i = 0; i < nVariables; ++i)
    {
        m_fields[i]->IProductWRTBase(outarray[i], WeakAdv[i]);
        // negation requried due to sign of DoAdvection term to be consistent
        Vmath::Neg(ncoeffs, WeakAdv[i], 1);
    }
 
    AddAdvectionPenaltyFlux(m_velocity, inarray, WeakAdv);
 
    /// Operations to compute the RHS
    for (i = 0; i < nVariables; ++i)
    {
        // Negate the RHS
        Vmath::Neg(ncoeffs, WeakAdv[i], 1);
 
        /// Multiply the flux by the inverse of the mass matrix
        m_fields[i]->MultiplyByElmtInvMass(WeakAdv[i], WeakAdv[i]);
 
        /// Store in outarray the physical values of the RHS
        m_fields[i]->BwdTrans(WeakAdv[i], outarray[i]);
    }
}
 
/**
 * Projection used by SubStepAdvance time integration
 */
void UnsteadyAdvectionDiffusion::SubStepProjection(
    const Array<OneD, const Array<OneD, NekDouble>> &inarray,
    Array<OneD, Array<OneD, NekDouble>> &outarray,
    [[maybe_unused]] const NekDouble time)
{
    ASSERTL1(inarray.size() == outarray.size(),
             "Inarray and outarray of different sizes ");
 
    for (int i = 0; i < inarray.size(); ++i)
    {
        Vmath::Vcopy(inarray[i].size(), inarray[i], 1, outarray[i], 1);
    }
}
 
void UnsteadyAdvectionDiffusion::AddAdvectionPenaltyFlux(
    const Array<OneD, const Array<OneD, NekDouble>> &velfield,
    const Array<OneD, const Array<OneD, NekDouble>> &physfield,
    Array<OneD, Array<OneD, NekDouble>> &Outarray)
{
    ASSERTL1(physfield.size() == Outarray.size(),
             "Physfield and outarray are of different dimensions");
 
    int i;
 
    /// Number of trace points
    int nTracePts = m_fields[0]->GetTrace()->GetNpoints();
 
    /// Forward state array
    Array<OneD, NekDouble> Fwd(3 * nTracePts);
 
    /// Backward state array
    Array<OneD, NekDouble> Bwd = Fwd + nTracePts;
 
    /// upwind numerical flux state array
    Array<OneD, NekDouble> numflux = Bwd + nTracePts;
 
    /// Normal velocity array
    Array<OneD, NekDouble> Vn = GetNormalVel(velfield);
 
    for (i = 0; i < physfield.size(); ++i)
    {
        /// Extract forwards/backwards trace spaces
        /// Note: Needs to have correct i value to get boundary conditions
        m_fields[i]->GetFwdBwdTracePhys(physfield[i], Fwd, Bwd);
 
        /// Upwind between elements
        m_fields[0]->GetTrace()->Upwind(Vn, Fwd, Bwd, numflux);
 
        /// Construct difference between numflux and Fwd,Bwd
        Vmath::Vsub(nTracePts, numflux, 1, Fwd, 1, Fwd, 1);
        Vmath::Vsub(nTracePts, numflux, 1, Bwd, 1, Bwd, 1);
 
        /// Calculate the numerical fluxes multipling Fwd, Bwd and
        /// numflux by the normal advection velocity
        Vmath::Vmul(nTracePts, Fwd, 1, Vn, 1, Fwd, 1);
        Vmath::Vmul(nTracePts, Bwd, 1, Vn, 1, Bwd, 1);
 
        m_fields[0]->AddFwdBwdTraceIntegral(Fwd, Bwd, Outarray[i]);
    }
}
 
Array<OneD, NekDouble> UnsteadyAdvectionDiffusion::GetMaxStdVelocity(
    const Array<OneD, Array<OneD, NekDouble>> inarray)
{
 
    int n_points_0 = m_fields[0]->GetExp(0)->GetTotPoints();
    int n_element  = m_fields[0]->GetExpSize();
    int nvel       = inarray.size();
    int cnt;
 
    ASSERTL0(nvel >= 2, "Method not implemented for 1D");
 
    NekDouble pntVelocity;
 
    // Getting the standard velocity vector on the 2D normal space
    Array<OneD, Array<OneD, NekDouble>> stdVelocity(nvel);
    Array<OneD, NekDouble> maxV(n_element, 0.0);
    LibUtilities::PointsKeyVector ptsKeys;
 
    for (int i = 0; i < nvel; ++i)
    {
        stdVelocity[i] = Array<OneD, NekDouble>(n_points_0);
    }
 
    if (nvel == 2)
    {
        cnt = 0.0;
        for (int el = 0; el < n_element; ++el)
        {
            int n_points = m_fields[0]->GetExp(el)->GetTotPoints();
            ptsKeys      = m_fields[0]->GetExp(el)->GetPointsKeys();
 
            // reset local space if necessary
            if (n_points != n_points_0)
            {
                for (int j = 0; j < nvel; ++j)
                {
                    stdVelocity[j] = Array<OneD, NekDouble>(n_points);
                }
                n_points_0 = n_points;
            }
 
            Array<TwoD, const NekDouble> gmat = m_fields[0]
                                                    ->GetExp(el)
                                                    ->GetGeom()
                                                    ->GetMetricInfo()
                                                    ->GetDerivFactors(ptsKeys);
 
            if (m_fields[0]
                    ->GetExp(el)
                    ->GetGeom()
                    ->GetMetricInfo()
                    ->GetGtype() == SpatialDomains::eDeformed)
            {
                for (int i = 0; i < n_points; i++)
                {
                    stdVelocity[0][i] = gmat[0][i] * inarray[0][i + cnt] +
                                        gmat[2][i] * inarray[1][i + cnt];
 
                    stdVelocity[1][i] = gmat[1][i] * inarray[0][i + cnt] +
                                        gmat[3][i] * inarray[1][i + cnt];
                }
            }
            else
            {
                for (int i = 0; i < n_points; i++)
                {
                    stdVelocity[0][i] = gmat[0][0] * inarray[0][i + cnt] +
                                        gmat[2][0] * inarray[1][i + cnt];
 
                    stdVelocity[1][i] = gmat[1][0] * inarray[0][i + cnt] +
                                        gmat[3][0] * inarray[1][i + cnt];
                }
            }
 
            cnt += n_points;
 
            for (int i = 0; i < n_points; i++)
            {
                pntVelocity = stdVelocity[0][i] * stdVelocity[0][i] +
                              stdVelocity[1][i] * stdVelocity[1][i];
 
                if (pntVelocity > maxV[el])
                {
                    maxV[el] = pntVelocity;
                }
            }
            maxV[el] = sqrt(maxV[el]);
        }
    }
    else
    {
        cnt = 0;
        for (int el = 0; el < n_element; ++el)
        {
 
            int n_points = m_fields[0]->GetExp(el)->GetTotPoints();
            ptsKeys      = m_fields[0]->GetExp(el)->GetPointsKeys();
 
            // reset local space if necessary
            if (n_points != n_points_0)
            {
                for (int j = 0; j < nvel; ++j)
                {
                    stdVelocity[j] = Array<OneD, NekDouble>(n_points);
                }
                n_points_0 = n_points;
            }
 
            Array<TwoD, const NekDouble> gmat = m_fields[0]
                                                    ->GetExp(el)
                                                    ->GetGeom()
                                                    ->GetMetricInfo()
                                                    ->GetDerivFactors(ptsKeys);
 
            if (m_fields[0]
                    ->GetExp(el)
                    ->GetGeom()
                    ->GetMetricInfo()
                    ->GetGtype() == SpatialDomains::eDeformed)
            {
                for (int i = 0; i < n_points; i++)
                {
                    stdVelocity[0][i] = gmat[0][i] * inarray[0][i + cnt] +
                                        gmat[3][i] * inarray[1][i + cnt] +
                                        gmat[6][i] * inarray[2][i + cnt];
 
                    stdVelocity[1][i] = gmat[1][i] * inarray[0][i + cnt] +
                                        gmat[4][i] * inarray[1][i + cnt] +
                                        gmat[7][i] * inarray[2][i + cnt];
 
                    stdVelocity[2][i] = gmat[2][i] * inarray[0][i + cnt] +
                                        gmat[5][i] * inarray[1][i + cnt] +
                                        gmat[8][i] * inarray[2][i + cnt];
                }
            }
            else
            {
                for (int i = 0; i < n_points; i++)
                {
                    stdVelocity[0][i] = gmat[0][0] * inarray[0][i + cnt] +
                                        gmat[3][0] * inarray[1][i + cnt] +
                                        gmat[6][0] * inarray[2][i + cnt];
 
                    stdVelocity[1][i] = gmat[1][0] * inarray[0][i + cnt] +
                                        gmat[4][0] * inarray[1][i + cnt] +
                                        gmat[7][0] * inarray[2][i + cnt];
 
                    stdVelocity[2][i] = gmat[2][0] * inarray[0][i + cnt] +
                                        gmat[5][0] * inarray[1][i + cnt] +
                                        gmat[8][0] * inarray[2][i + cnt];
                }
            }
 
            cnt += n_points;
 
            for (int i = 0; i < n_points; i++)
            {
                pntVelocity = stdVelocity[0][i] * stdVelocity[0][i] +
                              stdVelocity[1][i] * stdVelocity[1][i] +
                              stdVelocity[2][i] * stdVelocity[2][i];
 
                if (pntVelocity > maxV[el])
                {
                    maxV[el] = pntVelocity;
                }
            }
 
            maxV[el] = sqrt(maxV[el]);
        }
    }
 
    return maxV;
}
 
void UnsteadyAdvectionDiffusion::v_ALEInitObject(
    int spaceDim, Array<OneD, MultiRegions::ExpListSharedPtr> &fields)
{
    if (m_projectionType == MultiRegions::eDiscontinuous)
    {
        m_spaceDim  = spaceDim;
        m_fieldsALE = fields;
 
        // Initialise grid velocities as 0s
        m_gridVelocity      = Array<OneD, Array<OneD, NekDouble>>(m_spaceDim);
        m_gridVelocityTrace = Array<OneD, Array<OneD, NekDouble>>(m_spaceDim);
        for (int i = 0; i < spaceDim; ++i)
        {
            m_gridVelocity[i] =
                Array<OneD, NekDouble>(fields[0]->GetTotPoints(), 0.0);
            m_gridVelocityTrace[i] = Array<OneD, NekDouble>(
                fields[0]->GetTrace()->GetTotPoints(), 0.0);
        }
    }
    ALEHelper::InitObject(spaceDim, fields);
}
 
} // namespace Nektar