VEC-4: Shallow wave equation on sphere

Table of Contents

• Example solution
• Supplement lectures
• Plain program
• Higher order geometry

Note

Prerequisites of this tutorial include VEC-0: Linear elasticity

Note

Intended learning outcome:

• solving PhD on mainfold
• handling two vectorial fields
• setting inital boundary conditions
• material time derivative
• hyperbolic equation
• approximation sphere with high-order polynomials

Example solution

Supplement lectures

You can find many resources on the internet about shallow wave equations. We point to two of them, which has been used as a starting point for this tutorial.

Plain program

The inital conditions are set following this paper [44].

/**
 * \file shallow_wave.cpp
 * \example shallow_wave.cpp
 *
 * Solving shallow wave equation on manifold
 *
 * The inital conditions are set following this paper \cite scott2016test.
 *
 */
 
#include <MoFEM.hpp>
using namespace MoFEM;
 
#include <boost/math/quadrature/gauss_kronrod.hpp>
using namespace boost::math::quadrature;
 
template <int DIM> struct ElementsAndOps {};
 
template <> struct ElementsAndOps<2> {
  using DomainEle = FaceElementForcesAndSourcesCore;
  using DomainEleOp = DomainEle::UserDataOperator;
};
 
constexpr int FE_DIM = 2;
 
using EntData = EntitiesFieldData::EntData;
using DomainEle = ElementsAndOps<FE_DIM>::DomainEle;
using DomainEleOp = ElementsAndOps<FE_DIM>::DomainEleOp;
using PostProcEle = PostProcBrokenMeshInMoab<DomainEle>;
 
using AssemblyDomainEleOp =
    FormsIntegrators<DomainEleOp>::Assembly<PETSC>::OpBase;
 
// Use forms iterators for Grad-Grad term
using OpBaseDivU = FormsIntegrators<DomainEleOp>::Assembly<PETSC>::BiLinearForm<
    GAUSS>::OpMixScalarTimesDiv<3>;
using OpBaseGradH = FormsIntegrators<DomainEleOp>::Assembly<
    PETSC>::BiLinearForm<GAUSS>::OpMixVectorTimesGrad<1, 3, 3>;
 
// Use forms for Mass term
using OpMassUU = FormsIntegrators<DomainEleOp>::Assembly<PETSC>::BiLinearForm<
    GAUSS>::OpMass<1, 3>;
using OpMassHH = FormsIntegrators<DomainEleOp>::Assembly<PETSC>::BiLinearForm<
    GAUSS>::OpMass<1, 1>;
 
using OpBaseTimesDotH = FormsIntegrators<DomainEleOp>::Assembly<
    PETSC>::LinearForm<GAUSS>::OpBaseTimesScalar<1>;
using OpBaseTimesDivU = OpBaseTimesDotH;
 
using OpSourceU = FormsIntegrators<DomainEleOp>::Assembly<PETSC>::LinearForm<
    GAUSS>::OpSource<1, 3>;
using OpSourceH = FormsIntegrators<DomainEleOp>::Assembly<PETSC>::LinearForm<
    GAUSS>::OpSource<1, 1>;
 
using OpConvectiveH = FormsIntegrators<DomainEleOp>::Assembly<
    PETSC>::LinearForm<GAUSS>::OpConvectiveTermRhs<1, 1, 3>;
using OpConvectiveH_dU = FormsIntegrators<DomainEleOp>::Assembly<
    PETSC>::TriLinearForm<GAUSS>::OpConvectiveTermLhsDu<1, 1, 3>;
using OpConvectiveH_dGradH = FormsIntegrators<DomainEleOp>::Assembly<
    PETSC>::TriLinearForm<GAUSS>::OpConvectiveTermLhsDy<1, 1, 3>;
 
constexpr double omega = 7.292 * 1e-5;
constexpr double g = 9.80616;
constexpr double mu = 1e4;
constexpr double h0 = 1e4;
 
constexpr double h_hat = 120;
constexpr double u_max = 80;
constexpr double phi_0 = M_PI / 7;
constexpr double phi_1 = M_PI / 2 - phi_0;
constexpr double phi_2 = M_PI / 4;
constexpr double alpha_montain = 1. / 3.;
constexpr double beta_montain = 1. / 15.;
 
constexpr double penalty = 1;
 
FTensor::Index<'i', 3> i;
FTensor::Index<'j', 3> j;
FTensor::Index<'l', 3> l;
FTensor::Index<'m', 3> m;
 
struct OpURhs : public AssemblyDomainEleOp {
 
  OpURhs(const std::string field_name, boost::shared_ptr<MatrixDouble> u_ptr,
         boost::shared_ptr<MatrixDouble> u_dot_ptr,
         boost::shared_ptr<MatrixDouble> grad_u_ptr,
         boost::shared_ptr<MatrixDouble> grad_h_ptr)
      : AssemblyDomainEleOp(field_name, field_name, AssemblyDomainEleOp::OPROW),
        uPtr(u_ptr), uDotPtr(u_dot_ptr), uGradPtr(grad_u_ptr),
        hGradPtr(grad_h_ptr) {}
 
  MoFEMErrorCode iNtegrate(EntitiesFieldData::EntData &row_data) {
    MoFEMFunctionBegin;
 
    const double vol = getMeasure();
    auto t_w = getFTensor0IntegrationWeight();
    auto t_row_base = row_data.getFTensor0N();
    auto t_row_diff_base = row_data.getFTensor1DiffN<3>();
    auto t_dot_u = getFTensor1FromMat<3>(*uDotPtr);
    auto t_u = getFTensor1FromMat<3>(*uPtr);
    auto t_grad_u = getFTensor2FromMat<3, 3>(*uGradPtr);
    auto t_grad_h = getFTensor1FromMat<3>(*hGradPtr);
    auto t_coords = getFTensor1CoordsAtGaussPts();
    auto t_normal = getFTensor1NormalsAtGaussPts();
 
    for (int gg = 0; gg != nbIntegrationPts; gg++) {
 
      const double alpha = t_w * vol;
      auto t_nf = getFTensor1FromArray<3, 3>(locF);
 
      FTensor::Tensor1<double, 3> t_rhs;
      FTensor::Tensor2<double, 3, 3> t_rhs_grad;
 
      const auto a = std::sqrt(t_coords(i) * t_coords(i));
      const auto sin_fi = t_coords(2) / a;
      const auto f = 2 * omega * sin_fi;
 
      FTensor::Tensor1<double, 3> t_r;
      t_r(i) = t_normal(i);
      t_r.normalize();
 
      constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
      FTensor::Tensor2<double, 3, 3> t_P, t_Q;
      t_P(i, j) = t_r(i) * t_r(j);
      t_Q(i, j) = t_kd(i, j) - t_P(i, j);
 
      FTensor::Tensor2<double, 3, 3> t_A;
      t_A(i, m) = levi_civita(i, j, m) * t_r(j);
 
      t_rhs(m) = t_Q(m, i) * (t_dot_u(i) + t_grad_u(i, j) * t_u(j) +
                              f * t_A(i, j) * t_u(j) + g * t_grad_h(i));
      t_rhs_grad(m, j) = t_Q(m, i) * (mu * t_grad_u(i, j));
 
      t_rhs(m) += t_P(m, j) * t_u(j);
 
      int rr = 0;
      for (; rr != nbRows / 3; ++rr) {
        t_nf(i) += alpha * t_row_base * t_rhs(i);
        t_nf(i) += alpha * t_row_diff_base(j) * t_rhs_grad(i, j);
        ++t_row_base;
        ++t_row_diff_base;
        ++t_nf;
      }
      for (; rr < nbRowBaseFunctions; ++rr) {
        ++t_row_base;
        ++t_row_diff_base;
      }
 
      ++t_w;
      ++t_u;
      ++t_dot_u;
      ++t_grad_u;
      ++t_grad_h;
      ++t_coords;
      ++t_normal;
    }
 
    MoFEMFunctionReturn(0);
  }
 
private:
  boost::shared_ptr<MatrixDouble> uPtr;
  boost::shared_ptr<MatrixDouble> uDotPtr;
  boost::shared_ptr<MatrixDouble> uGradPtr;
  boost::shared_ptr<MatrixDouble> hGradPtr;
};
 
struct OpULhs_dU : public AssemblyDomainEleOp {
 
  OpULhs_dU(const std::string field_name_row, const std::string field_name_col,
            boost::shared_ptr<MatrixDouble> u_ptr,
            boost::shared_ptr<MatrixDouble> grad_u_ptr)
      : AssemblyDomainEleOp(field_name_row, field_name_col,
                            AssemblyDomainEleOp::OPROWCOL),
        uPtr(u_ptr), uGradPtr(grad_u_ptr) {
    this->sYmm = false;
  }
 
  MoFEMErrorCode iNtegrate(EntitiesFieldData::EntData &row_data,
                           EntitiesFieldData::EntData &col_data) {
    MoFEMFunctionBegin;
 
    const double vol = getMeasure();
    auto t_w = getFTensor0IntegrationWeight();
    auto t_row_base = row_data.getFTensor0N();
    auto t_row_diff_base = row_data.getFTensor1DiffN<3>();
    auto t_coords = getFTensor1CoordsAtGaussPts();
    auto t_normal = getFTensor1NormalsAtGaussPts();
 
    auto t_u = getFTensor1FromMat<3>(*uPtr);
    auto t_grad_u = getFTensor2FromMat<3, 3>(*uGradPtr);
 
    auto get_t_mat = [&](const int rr) {
      return FTensor::Tensor2<FTensor::PackPtr<double *, 3>, 3, 3>{
          &locMat(rr + 0, 0), &locMat(rr + 0, 1), &locMat(rr + 0, 2),
 
          &locMat(rr + 1, 0), &locMat(rr + 1, 1), &locMat(rr + 1, 2),
 
          &locMat(rr + 2, 0), &locMat(rr + 2, 1), &locMat(rr + 2, 2)};
    };
 
    const auto ts_a = getFEMethod()->ts_a;
 
    for (int gg = 0; gg != nbIntegrationPts; gg++) {
 
      const auto a = std::sqrt(t_coords(i) * t_coords(i));
      const auto sin_fi = t_coords(2) / a;
      const auto f = 2 * omega * sin_fi;
 
      FTensor::Tensor1<double, 3> t_r;
      t_r(i) = t_normal(i);
      t_r.normalize();
 
      constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
      FTensor::Tensor2<double, 3, 3> t_P, t_Q;
      t_P(i, j) = t_r(i) * t_r(j);
      t_Q(i, j) = t_kd(i, j) - t_P(i, j);
 
      FTensor::Tensor2<double, 3, 3> t_A;
      t_A(i, m) = levi_civita(i, j, m) * t_r(j);
 
      FTensor::Tensor2<double, 3, 3> t_rhs_du;
      t_rhs_du(m, j) =
          t_Q(m, i) * (ts_a * t_kd(i, j) + t_grad_u(i, j) + f * t_A(i, j)) +
          t_P(m, j);
 
      const double alpha = t_w * vol;
 
      int rr = 0;
      for (; rr != nbRows / 3; rr++) {
 
        auto t_col_base = col_data.getFTensor0N(gg, 0);
        auto t_col_diff_base = col_data.getFTensor1DiffN<3>(gg, 0);
        auto t_mat = get_t_mat(3 * rr);
 
        for (int cc = 0; cc != nbCols / 3; cc++) {
          t_mat(i, j) += (alpha * t_row_base * t_col_base) * t_rhs_du(i, j);
          t_mat(i, j) += (alpha * mu) * t_Q(i, j) *
                         (t_row_diff_base(m) * t_col_diff_base(m));
          ++t_col_diff_base;
          ++t_col_base;
          ++t_mat;
        }
        ++t_row_base;
        ++t_row_diff_base;
      }
      for (; rr < nbRowBaseFunctions; ++rr) {
        ++t_row_base;
        ++t_row_diff_base;
      }
 
      ++t_w;
      ++t_coords;
      ++t_normal;
      ++t_u;
      ++t_grad_u;
    }
 
    MoFEMFunctionReturn(0);
  }
 
private:
  boost::shared_ptr<MatrixDouble> uPtr;
  boost::shared_ptr<MatrixDouble> uGradPtr;
};
 
struct OpULhs_dH : public AssemblyDomainEleOp {
 
  OpULhs_dH(const std::string field_name_row, const std::string field_name_col)
      : AssemblyDomainEleOp(field_name_row, field_name_col,
                            AssemblyDomainEleOp::OPROWCOL) {
    this->sYmm = false;
  }
 
  MoFEMErrorCode iNtegrate(EntitiesFieldData::EntData &row_data,
                           EntitiesFieldData::EntData &col_data) {
    MoFEMFunctionBegin;
 
    // get element volume
    const double vol = getMeasure();
    // get integration weights
    auto t_w = getFTensor0IntegrationWeight();
    // get base function gradient on rows
    auto t_row_base = row_data.getFTensor0N();
    // normal
    auto t_normal = getFTensor1NormalsAtGaussPts();
 
    auto get_t_vec = [&](const int rr) {
      return FTensor::Tensor1<FTensor::PackPtr<double *, 1>, 3>{
          &locMat(rr + 0, 0),
 
          &locMat(rr + 1, 0),
 
          &locMat(rr + 2, 0)};
    };
 
    // loop over integration points
    for (int gg = 0; gg != nbIntegrationPts; gg++) {
 
      FTensor::Tensor1<double, 3> t_r;
      t_r(i) = t_normal(i);
      t_r.normalize();
 
      constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
      FTensor::Tensor2<double, 3, 3> t_P, t_Q;
      t_P(i, j) = t_r(i) * t_r(j);
      t_Q(i, j) = t_kd(i, j) - t_P(i, j);
 
      const double alpha = t_w * vol;
 
      int rr = 0;
      for (; rr != nbRows / 3; rr++) {
        auto t_vec = get_t_vec(3 * rr);
        auto t_col_diff_base = col_data.getFTensor1DiffN<3>(gg, 0);
        const double a = alpha * g * t_row_base;
 
        for (int cc = 0; cc != nbCols; cc++) {
          t_vec(i) += a * (t_Q(i, m) * t_col_diff_base(m));
          ++t_vec;
          ++t_col_diff_base;
        }
 
        ++t_row_base;
      }
 
      for (; rr < nbRowBaseFunctions; ++rr)
        ++t_row_base;
 
      ++t_w;
      ++t_normal;
    }
 
    MoFEMFunctionReturn(0);
  }
};
 
struct Example {
 
  Example(MoFEM::Interface &m_field) : mField(m_field) {}
 
  MoFEMErrorCode runProblem();
 
private:
  MoFEM::Interface &mField;
 
  MoFEMErrorCode readMesh();
  MoFEMErrorCode setupProblem();
  MoFEMErrorCode createCommonData();
  MoFEMErrorCode boundaryCondition();
  MoFEMErrorCode assembleSystem();
  MoFEMErrorCode solveSystem();
  MoFEMErrorCode outputResults();
  MoFEMErrorCode checkResults();
 
  boost::shared_ptr<FEMethod> domianLhsFEPtr;
  boost::shared_ptr<FEMethod> domianRhsFEPtr;
};
 
//! [Create common data]
MoFEMErrorCode Example::createCommonData() {
  MoFEMFunctionBegin;
 
  MoFEMFunctionReturn(0);
}
//! [Create common data]
 
//! [Run problem]
MoFEMErrorCode Example::runProblem() {
  MoFEMFunctionBegin;
  CHKERR readMesh();
  CHKERR setupProblem();
  CHKERR createCommonData();
  CHKERR boundaryCondition();
  CHKERR assembleSystem();
  CHKERR solveSystem();
  CHKERR outputResults();
  CHKERR checkResults();
  MoFEMFunctionReturn(0);
}
//! [Run problem]
 
//! [Read mesh]
MoFEMErrorCode Example::readMesh() {
  MoFEMFunctionBegin;
  auto simple = mField.getInterface<Simple>();
  CHKERR simple->getOptions();
  CHKERR simple->loadFile();
  MoFEMFunctionReturn(0);
}
//! [Read mesh]
 
//! [Set up problem]
MoFEMErrorCode Example::setupProblem() {
  MoFEMFunctionBegin;
  Simple *simple = mField.getInterface<Simple>();
  // Add field
  CHKERR simple->addDomainField("U", H1, AINSWORTH_LEGENDRE_BASE, 3);
  CHKERR simple->addDomainField("H", H1, AINSWORTH_LEGENDRE_BASE, 1);
  CHKERR simple->addDataField("HO_POSITIONS", H1, AINSWORTH_LEGENDRE_BASE, 3);
 
  int order = 2;
  CHKERR PetscOptionsGetInt(PETSC_NULL, "", "-order", &order, PETSC_NULL);
  CHKERR simple->setFieldOrder("U", order);
  CHKERR simple->setFieldOrder("H", order);
  CHKERR simple->setFieldOrder("HO_POSITIONS", 3);
 
  CHKERR simple->setUp();
  MoFEMFunctionReturn(0);
}
//! [Set up problem]
 
//! [Boundary condition]
MoFEMErrorCode Example::boundaryCondition() {
  MoFEMFunctionBegin;
 
  PetscBool is_restart = PETSC_FALSE;
  CHKERR PetscOptionsGetBool(PETSC_NULL, "", "-is_restart", &is_restart,
                             PETSC_NULL);
 
  auto restart_vector = [&]() {
    MoFEMFunctionBegin;
    auto simple = mField.getInterface<Simple>();
    auto dm = simple->getDM();
    MOFEM_LOG("SW", Sev::inform)
        << "reading vector in binary from vector.dat ...";
    PetscViewer viewer;
    PetscViewerBinaryOpen(PETSC_COMM_WORLD, "vector.dat", FILE_MODE_READ,
                          &viewer);
    auto T = createDMVector(simple->getDM());
    VecLoad(T, viewer);
    CHKERR DMoFEMMeshToLocalVector(dm, T, INSERT_VALUES, SCATTER_REVERSE);
    MoFEMFunctionReturn(0);
  };
 
  if (is_restart) {
 
    CHKERR restart_vector();
 
  } else {
 
    const double e_n = exp(-4 / pow(phi_1 - phi_0, 2));
    const double u0 = u_max / e_n;
 
    FTensor::Tensor1<double, 3> t_k{0., 0., 1.};
    FTensor::Tensor2<double, 3, 3> t_A;
    t_A(i, m) = levi_civita(i, j, m) * t_k(j);
 
    auto get_phi = [&](const double x, const double y, const double z) {
      FTensor::Tensor1<double, 3> t_r{x, y, 0.};
      const double r = std::sqrt(t_r(i) * t_r(i));
      return atan2(z, r);
    };
 
    auto init_u_phi = [&](const double phi) {
      if (phi > phi_0 && phi < phi_1) {
        return u0 * exp(1. / ((phi - phi_0) * (phi - phi_1)));
      } else {
        return 0.;
      }
    };
 
    auto init_u = [&](const double x, const double y, const double z) {
      FTensor::Tensor1<double, 3> t_u{0., 0., 0.};
      const double u_phi = init_u_phi(get_phi(x, y, z));
      if (u_phi > 0) {
        FTensor::Tensor1<double, 3> t_r{x, y, 0.};
        t_r.normalize();
        t_u(i) = ((t_A(i, j) * t_r(j)) * u_phi);
      }
      return t_u;
    };
 
    auto init_h = [&](const double x, const double y, const double z) {
      const double a = std::sqrt(x * x + y * y + z * z);
 
      auto integral = [&](const double fi) {
        const double u_phi = init_u_phi(fi);
        const auto f = 2 * omega * sin(fi);
        return a * u_phi * (f + (tan(fi) / a) * u_phi);
      };
 
      auto montain = [&](const double lambda, const double fi) {
        if (lambda > -M_PI && lambda < M_PI)
          return h_hat * cos(fi) * exp(-pow(lambda / alpha_montain, 2)) *
                 exp(-pow((phi_2 - fi) / beta_montain, 2));
        else
          return 0.;
      };
 
      const double fi = get_phi(x, y, z);
      const double lambda = atan2(x, y);
 
      double h1 = 0;
      if (fi > phi_0)
        h1 = gauss_kronrod<double, 32>::integrate(
            integral, phi_0, fi, 0, std::numeric_limits<float>::epsilon());
 
      return h0 + (montain(lambda, fi) - (h1 / g));
    };
 
    auto set_domain_general = [&](auto &pipeline) {
      auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
      pipeline.push_back(new OpGetHONormalsOnFace("HO_POSITIONS"));
      pipeline.push_back(new OpCalculateHOCoords("HO_POSITIONS"));
      pipeline.push_back(new OpSetHOWeightsOnFace());
    };
 
    auto set_domain_rhs = [&](auto &pipeline) {
      pipeline.push_back(new OpSourceU("U", init_u));
      pipeline.push_back(new OpSourceH("H", init_h));
    };
 
    auto set_domain_lhs = [&](auto &pipeline) {
      pipeline.push_back(
          new OpMassUU("U", "U", [](double, double, double) { return 1; }));
      pipeline.push_back(
          new OpMassHH("H", "H", [](double, double, double) { return 1; }));
    };
 
    auto post_proc = [&]() {
      MoFEMFunctionBegin;
      auto simple = mField.getInterface<Simple>();
      auto dm = simple->getDM();
 
      auto post_proc_fe = boost::make_shared<PostProcEle>(mField);
 
      auto det_ptr = boost::make_shared<VectorDouble>();
      auto jac_ptr = boost::make_shared<MatrixDouble>();
      auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
 
      post_proc_fe->getOpPtrVector().push_back(
          new OpGetHONormalsOnFace("HO_POSITIONS"));
      post_proc_fe->getOpPtrVector().push_back(
          new OpCalculateHOCoords("HO_POSITIONS"));
      post_proc_fe->getOpPtrVector().push_back(
          new OpCalculateHOJacForFaceEmbeddedIn3DSpace(jac_ptr));
      post_proc_fe->getOpPtrVector().push_back(
          new OpInvertMatrix<3>(jac_ptr, det_ptr, inv_jac_ptr));
 
      auto u_ptr = boost::make_shared<MatrixDouble>();
      auto h_ptr = boost::make_shared<VectorDouble>();
      auto pos_ptr = boost::make_shared<MatrixDouble>();
 
      post_proc_fe->getOpPtrVector().push_back(
          new OpCalculateVectorFieldValues<3>("U", u_ptr));
      post_proc_fe->getOpPtrVector().push_back(
          new OpCalculateScalarFieldValues("H", h_ptr));
      post_proc_fe->getOpPtrVector().push_back(
          new OpCalculateVectorFieldValues<3>("HO_POSITIONS", pos_ptr));
 
      using OpPPMap = OpPostProcMapInMoab<3, 3>;
 
      post_proc_fe->getOpPtrVector().push_back(
 
          new OpPPMap(post_proc_fe->getPostProcMesh(),
                      post_proc_fe->getMapGaussPts(),
 
                      {{"H", h_ptr}},
 
                      {{"U", u_ptr}, {"HO_POSITIONS", pos_ptr}},
 
                      {}, {}
 
                      )
 
      );
 
      CHKERR DMoFEMLoopFiniteElements(dm, "dFE", post_proc_fe);
      CHKERR post_proc_fe->writeFile("out_init.h5m");
 
      MoFEMFunctionReturn(0);
    };
 
    auto solve_init = [&]() {
      MoFEMFunctionBegin;
      auto simple = mField.getInterface<Simple>();
      auto pipeline_mng = mField.getInterface<PipelineManager>();
 
      auto solver = pipeline_mng->createKSP();
      CHKERR KSPSetFromOptions(solver);
      PC pc;
      CHKERR KSPGetPC(solver, &pc);
      PetscBool is_pcfs = PETSC_FALSE;
      PetscObjectTypeCompare((PetscObject)pc, PCFIELDSPLIT, &is_pcfs);
      if (is_pcfs == PETSC_TRUE) {
        auto bc_mng = mField.getInterface<BcManager>();
        auto name_prb = simple->getProblemName();
        SmartPetscObj<IS> is_u;
        CHKERR mField.getInterface<ISManager>()->isCreateProblemFieldAndRank(
            name_prb, ROW, "U", 0, 3, is_u);
        CHKERR PCFieldSplitSetIS(pc, PETSC_NULL, is_u);
        CHKERR PCFieldSplitSetType(pc, PC_COMPOSITE_ADDITIVE);
      }
 
      CHKERR KSPSetUp(solver);
 
      auto dm = simple->getDM();
      auto D = createDMVector(dm);
      auto F = vectorDuplicate(D);
 
      CHKERR KSPSolve(solver, F, D);
      CHKERR VecGhostUpdateBegin(D, INSERT_VALUES, SCATTER_FORWARD);
      CHKERR VecGhostUpdateEnd(D, INSERT_VALUES, SCATTER_FORWARD);
      CHKERR DMoFEMMeshToLocalVector(dm, D, INSERT_VALUES, SCATTER_REVERSE);
 
      MoFEMFunctionReturn(0);
    };
 
    auto pipeline_mng = mField.getInterface<PipelineManager>();
 
    auto integration_rule = [](int, int, int approx_order) {
      return 2 * approx_order + 4;
    };
    CHKERR pipeline_mng->setDomainRhsIntegrationRule(integration_rule);
    CHKERR pipeline_mng->setDomainLhsIntegrationRule(integration_rule);
 
    set_domain_general(pipeline_mng->getOpDomainRhsPipeline());
    set_domain_rhs(pipeline_mng->getOpDomainRhsPipeline());
    set_domain_general(pipeline_mng->getOpDomainLhsPipeline());
    set_domain_lhs(pipeline_mng->getOpDomainLhsPipeline());
 
    CHKERR solve_init();
    CHKERR post_proc();
 
    // Clear pipelines
    pipeline_mng->getOpDomainRhsPipeline().clear();
    pipeline_mng->getOpDomainLhsPipeline().clear();
  }
 
  MoFEMFunctionReturn(0);
}
//! [Boundary condition]
 
//! [Push operators to pipeline]
MoFEMErrorCode Example::assembleSystem() {
  MoFEMFunctionBegin;
 
  // Push element from reference configuration to current configuration in 3d
  // space
  auto set_domain_general = [&](auto &pipeline) {
    auto det_ptr = boost::make_shared<VectorDouble>();
    auto jac_ptr = boost::make_shared<MatrixDouble>();
    auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
    pipeline.push_back(new OpGetHONormalsOnFace("HO_POSITIONS"));
    pipeline.push_back(new OpCalculateHOCoords("HO_POSITIONS"));
    pipeline.push_back(new OpSetHOWeightsOnFace());
    pipeline.push_back(new OpCalculateHOJacForFaceEmbeddedIn3DSpace(jac_ptr));
    pipeline.push_back(new OpInvertMatrix<3>(jac_ptr, det_ptr, inv_jac_ptr));
    pipeline.push_back(new OpSetInvJacH1ForFaceEmbeddedIn3DSpace(inv_jac_ptr));
  };
 
  auto set_domain_rhs = [&](auto &pipeline) {
    auto dot_u_ptr = boost::make_shared<MatrixDouble>();
    auto u_ptr = boost::make_shared<MatrixDouble>();
    auto grad_u_ptr = boost::make_shared<MatrixDouble>();
    auto div_u_ptr = boost::make_shared<VectorDouble>();
    auto dot_h_ptr = boost::make_shared<VectorDouble>();
    auto grad_h_ptr = boost::make_shared<MatrixDouble>();
 
    pipeline.push_back(new OpCalculateVectorFieldValuesDot<3>("U", dot_u_ptr));
    pipeline.push_back(new OpCalculateScalarFieldValuesDot("H", dot_h_ptr));
 
    pipeline.push_back(new OpCalculateVectorFieldValues<3>("U", u_ptr));
    pipeline.push_back(
        new OpCalculateVectorFieldGradient<3, 3>("U", grad_u_ptr));
    pipeline.push_back(
        new OpCalculateDivergenceVectorFieldValues<3>("U", div_u_ptr));
    pipeline.push_back(new OpCalculateScalarFieldGradient<3>("H", grad_h_ptr));
 
    pipeline.push_back(new OpBaseTimesDotH(
        "H", dot_h_ptr, [](double, double, double) { return 1.; }));
    pipeline.push_back(new OpBaseTimesDivU(
        "H", div_u_ptr, [](double, double, double) { return h0; }));
    pipeline.push_back(new OpConvectiveH("H", u_ptr, grad_h_ptr));
    pipeline.push_back(
        new OpURhs("U", u_ptr, dot_u_ptr, grad_u_ptr, grad_h_ptr));
  };
 
  auto set_domain_lhs = [&](auto &pipeline) {
    auto u_ptr = boost::make_shared<MatrixDouble>();
    auto grad_u_ptr = boost::make_shared<MatrixDouble>();
    auto grad_h_ptr = boost::make_shared<MatrixDouble>();
 
    pipeline.push_back(new OpCalculateVectorFieldValues<3>("U", u_ptr));
    pipeline.push_back(
        new OpCalculateVectorFieldGradient<3, 3>("U", grad_u_ptr));
    pipeline.push_back(new OpCalculateScalarFieldGradient<3>("H", grad_h_ptr));
 
    pipeline.push_back(new OpMassHH("H", "H", [&](double, double, double) {
      return domianLhsFEPtr->ts_a;
    }));
    pipeline.push_back(new OpBaseDivU(
        "H", "U", [](const double, const double, const double) { return h0; },
        false, false));
    pipeline.push_back(
        new OpConvectiveH_dU("H", "U", grad_h_ptr, []() { return 1; }));
    pipeline.push_back(
        new OpConvectiveH_dGradH("H", "H", u_ptr, []() { return 1; }));
    pipeline.push_back(new OpULhs_dU("U", "U", u_ptr, grad_u_ptr));
    pipeline.push_back(new OpULhs_dH("U", "H"));
  };
 
  auto *pipeline_mng = mField.getInterface<PipelineManager>();
 
  auto integration_rule = [](int, int, int approx_order) {
    return 2 * approx_order + 4;
  };
  CHKERR pipeline_mng->setDomainRhsIntegrationRule(integration_rule);
  CHKERR pipeline_mng->setDomainLhsIntegrationRule(integration_rule);
 
  set_domain_general(pipeline_mng->getOpDomainRhsPipeline());
  set_domain_general(pipeline_mng->getOpDomainLhsPipeline());
 
  set_domain_rhs(pipeline_mng->getOpDomainRhsPipeline());
  set_domain_lhs(pipeline_mng->getOpDomainLhsPipeline());
 
  domianLhsFEPtr = pipeline_mng->getDomainLhsFE();
  domianRhsFEPtr = pipeline_mng->getDomainRhsFE();
 
  MoFEMFunctionReturn(0);
}
//! [Push operators to pipeline]
 
/**
 * @brief Monitor solution
 *
 * This functions is called by TS solver at the end of each step. It is used
 * to output results to the hard drive.
 */
struct Monitor : public FEMethod {
  Monitor(SmartPetscObj<DM> dm, boost::shared_ptr<PostProcEle> post_proc)
      : dM(dm), postProc(post_proc){};
  MoFEMErrorCode postProcess() {
    MoFEMFunctionBegin;
    constexpr int save_every_nth_step = 50;
    if (ts_step % save_every_nth_step == 0) {
      CHKERR DMoFEMLoopFiniteElements(dM, "dFE", postProc);
      CHKERR postProc->writeFile(
          "out_step_" + boost::lexical_cast<std::string>(ts_step) + ".h5m");
      MOFEM_LOG("SW", Sev::verbose)
          << "writing vector in binary to vector.dat ...";
      PetscViewer viewer;
      PetscViewerBinaryOpen(PETSC_COMM_WORLD, "vector.dat", FILE_MODE_WRITE,
                            &viewer);
      VecView(ts_u, viewer);
      PetscViewerDestroy(&viewer);
    }
    MoFEMFunctionReturn(0);
  }
 
private:
  SmartPetscObj<DM> dM;
  boost::shared_ptr<PostProcEle> postProc;
};
 
//! [Solve]
MoFEMErrorCode Example::solveSystem() {
  MoFEMFunctionBegin;
  auto *simple = mField.getInterface<Simple>();
  auto *pipeline_mng = mField.getInterface<PipelineManager>();
 
  auto dm = simple->getDM();
 
  auto set_initial_step = [&](auto ts) {
    MoFEMFunctionBegin;
    int step = 0;
    CHKERR PetscOptionsGetInt(PETSC_NULL, PETSC_NULL, "-step", &step,
                              PETSC_NULL);
    CHKERR TSSetStepNumber(ts, step);
    MoFEMFunctionReturn(0);
  };
 
  auto set_fieldsplit_preconditioner_ksp = [&](auto ksp) {
    MoFEMFunctionBeginHot;
    PC pc;
    CHKERR KSPGetPC(ksp, &pc);
    PetscBool is_pcfs = PETSC_FALSE;
    PetscObjectTypeCompare((PetscObject)pc, PCFIELDSPLIT, &is_pcfs);
    if (is_pcfs == PETSC_TRUE) {
      auto bc_mng = mField.getInterface<BcManager>();
      auto name_prb = simple->getProblemName();
      SmartPetscObj<IS> is_u;
      CHKERR mField.getInterface<ISManager>()->isCreateProblemFieldAndRank(
          name_prb, ROW, "U", 0, 3, is_u);
      CHKERR PCFieldSplitSetIS(pc, PETSC_NULL, is_u);
    }
    MoFEMFunctionReturnHot(0);
  };
 
  // Setup postprocessing
  auto get_fe_post_proc = [&]() {
    auto post_proc_fe = boost::make_shared<PostProcEle>(mField);
 
    auto det_ptr = boost::make_shared<VectorDouble>();
    auto jac_ptr = boost::make_shared<MatrixDouble>();
    auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
 
    post_proc_fe->getOpPtrVector().push_back(
        new OpGetHONormalsOnFace("HO_POSITIONS"));
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateHOCoords("HO_POSITIONS"));
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateHOJacForFaceEmbeddedIn3DSpace(jac_ptr));
    post_proc_fe->getOpPtrVector().push_back(
        new OpInvertMatrix<3>(jac_ptr, det_ptr, inv_jac_ptr));
    post_proc_fe->getOpPtrVector().push_back(
        new OpSetInvJacH1ForFaceEmbeddedIn3DSpace(inv_jac_ptr));
 
    auto u_ptr = boost::make_shared<MatrixDouble>();
    auto h_ptr = boost::make_shared<VectorDouble>();
    auto pos_ptr = boost::make_shared<MatrixDouble>();
 
    auto grad_u_ptr = boost::make_shared<MatrixDouble>();
    auto grad_h_ptr = boost::make_shared<MatrixDouble>();
 
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateVectorFieldValues<3>("U", u_ptr));
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateScalarFieldValues("H", h_ptr));
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateVectorFieldValues<3>("HO_POSITIONS", pos_ptr));
 
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateVectorFieldGradient<3, 3>("U", grad_u_ptr));
    post_proc_fe->getOpPtrVector().push_back(
        new OpCalculateScalarFieldGradient<3>("H", grad_h_ptr));
 
    using OpPPMap = OpPostProcMapInMoab<3, 3>;
 
    post_proc_fe->getOpPtrVector().push_back(
 
        new OpPPMap(
            post_proc_fe->getPostProcMesh(), post_proc_fe->getMapGaussPts(),
 
            {{"H", h_ptr}},
 
            {{"U", u_ptr}, {"HO_POSITIONS", pos_ptr}, {"GRAD_H", grad_h_ptr}},
 
            {{"GRAD_U", grad_u_ptr}}, {}
 
            )
 
    );
 
    return post_proc_fe;
  };
 
  auto set_fieldsplit_preconditioner_ts = [&](auto solver) {
    MoFEMFunctionBeginHot;
    SNES snes;
    CHKERR TSGetSNES(solver, &snes);
    KSP ksp;
    CHKERR SNESGetKSP(snes, &ksp);
    CHKERR set_fieldsplit_preconditioner_ksp(ksp);
    MoFEMFunctionReturnHot(0);
  };
 
  MoFEM::SmartPetscObj<TS> ts;
  ts = pipeline_mng->createTSIM();
 
  boost::shared_ptr<FEMethod> null_fe;
  auto monitor_ptr = boost::make_shared<Monitor>(dm, get_fe_post_proc());
  CHKERR DMMoFEMTSSetMonitor(dm, ts, simple->getDomainFEName(), null_fe,
                             null_fe, monitor_ptr);
 
  // Add monitor to time solver
  double ftime = 1;
  // CHKERR TSSetMaxTime(ts, ftime);
  CHKERR TSSetExactFinalTime(ts, TS_EXACTFINALTIME_MATCHSTEP);
 
  auto T = createDMVector(simple->getDM());
  CHKERR DMoFEMMeshToLocalVector(simple->getDM(), T, INSERT_VALUES,
                                 SCATTER_FORWARD);
  CHKERR TSSetSolution(ts, T);
  CHKERR TSSetFromOptions(ts);
  CHKERR set_fieldsplit_preconditioner_ts(ts);
  CHKERR TSSetUp(ts);
  CHKERR set_initial_step(ts);
  CHKERR TSSolve(ts, NULL);
  CHKERR TSGetTime(ts, &ftime);
 
  MoFEMFunctionReturn(0);
}
//! [Solve]
 
//! [Postprocess results]
MoFEMErrorCode Example::outputResults() {
  MoFEMFunctionBegin;
  MoFEMFunctionReturn(0);
}
//! [Postprocess results]
 
//! [Check]
MoFEMErrorCode Example::checkResults() {
  MoFEMFunctionBegin;
  MoFEMFunctionReturn(0);
}
//! [Check]
 
static char help[] = "...\n\n";
 
int main(int argc, char *argv[]) {
 
  // Initialisation of MoFEM/PETSc and MOAB data structures
  const char param_file[] = "param_file.petsc";
  MoFEM::Core::Initialize(&argc, &argv, param_file, help);
 
  // Add logging channel for example
  auto core_log = logging::core::get();
  core_log->add_sink(LogManager::createSink(LogManager::getStrmWorld(), "SW"));
  LogManager::setLog("SW");
  MOFEM_LOG_TAG("SW", "example");
 
  try {
 
    //! [Register MoFEM discrete manager in PETSc]
    DMType dm_name = "DMMOFEM";
    CHKERR DMRegister_MoFEM(dm_name);
    //! [Register MoFEM discrete manager in PETSc
 
    //! [Create MoAB]
    moab::Core mb_instance;              ///< mesh database
    moab::Interface &moab = mb_instance; ///< mesh database interface
    //! [Create MoAB]
 
    //! [Create MoFEM]
    MoFEM::Core core(moab);           ///< finite element database
    MoFEM::Interface &m_field = core; ///< finite element database insterface
    //! [Create MoFEM]
 
    //! [Example]
    Example ex(m_field);
    CHKERR ex.runProblem();
    //! [Example]
  }
  CATCH_ERRORS;
 
  CHKERR MoFEM::Core::Finalize();
}

Higher order geometry

/**
 * \file approx_sphere.cpp
 * \example approx_sphere.cpp
 *
 */
 
#include <MoFEM.hpp>
 
using namespace MoFEM;
 
static char help[] = "...\n\n";
 
#include <BasicFiniteElements.hpp>
 
constexpr int FM_DIM = 2;
 
template <int DIM> struct ElementsAndOps {};
 
template <> struct ElementsAndOps<2> {
  using DomainEle = MoFEM::FaceElementForcesAndSourcesCore;
};
 
using DomainEle = ElementsAndOps<FM_DIM>::DomainEle;
using DomainEleOp = DomainEle::UserDataOperator;
using EntData = EntitiesFieldData::EntData;
 
using AssemblyDomainEleOp =
    FormsIntegrators<DomainEleOp>::Assembly<PETSC>::OpBase;
 
constexpr double a = 1;
constexpr double a2 = a * a;
constexpr double a4 = a2 * a2;
 
constexpr double A = 6371220;
 
FTensor::Index<'i', 3> i;
FTensor::Index<'j', 3> j;
FTensor::Index<'k', 3> k;
 
auto res_J = [](const double x, const double y, const double z) {
  const double res = (x * x + y * y + z * z - a2);
  return res;
};
 
auto res_J_dx = [](const double x, const double y, const double z) {
  const double res = res_J(x, y, z);
  return FTensor::Tensor1<double, 3>{res * (2 * x), res * (2 * y),
                                     res * (2 * z)};
};
 
auto lhs_J_dx2 = [](const double x, const double y, const double z) {
  const double res = res_J(x, y, z);
  return FTensor::Tensor2<double, 3, 3>{
 
      (res * 2 + (4 * x * x)),
      (4 * y * x),
      (4 * z * x),
 
      (4 * x * y),
      (2 * res + (4 * y * y)),
      (4 * z * y),
 
      (4 * x * z),
      (4 * y * z),
      (2 * res + (4 * z * z))};
};
 
struct OpRhs : public AssemblyDomainEleOp {
 
  OpRhs(const std::string field_name, boost::shared_ptr<MatrixDouble> x_ptr,
        boost::shared_ptr<MatrixDouble> dot_x_ptr)
      : AssemblyDomainEleOp(field_name, field_name, AssemblyDomainEleOp::OPROW),
        xPtr(x_ptr), xDotPtr(dot_x_ptr) {}
 
  MoFEMErrorCode iNtegrate(EntitiesFieldData::EntData &row_data) {
    MoFEMFunctionBegin;
 
    auto t_w = getFTensor0IntegrationWeight();
    auto t_row_base = row_data.getFTensor0N();
 
    auto t_x0 = getFTensor1CoordsAtGaussPts();
    auto t_x = getFTensor1FromMat<3>(*xPtr);
    auto t_dot_x = getFTensor1FromMat<3>(*xDotPtr);
    auto t_normal = getFTensor1NormalsAtGaussPts();
 
    constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
 
    for (int gg = 0; gg != nbIntegrationPts; gg++) {
 
      constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
      FTensor::Tensor1<double, 3> t_n{t_x0(0), t_x0(1), t_x0(2)};
      t_n.normalize();
      FTensor::Tensor2<double, 3, 3> t_P, t_Q;
      t_P(i, j) = t_n(i) * t_n(j);
      t_Q(i, j) = t_kd(i, j) - t_P(i, j);
 
      auto t_J_res = res_J_dx(t_x(0), t_x(1), t_x(2));
 
      const double alpha = t_w;
      auto t_nf = getFTensor1FromArray<3, 3>(locF);
      double l = std::sqrt(t_normal(i) * t_normal(i));
 
      FTensor::Tensor1<double, 3> t_res;
      t_res(i) =
          alpha * l * ((t_P(i, k) * t_J_res(k) + t_Q(i, k) * t_dot_x(k)));
 
      int rr = 0;
      for (; rr != nbRows / 3; ++rr) {
 
        t_nf(j) += t_row_base * t_res(j);
 
        ++t_row_base;
        ++t_nf;
      }
      for (; rr < nbRowBaseFunctions; ++rr) {
        ++t_row_base;
      }
 
      ++t_w;
      ++t_x;
      ++t_dot_x;
      ++t_x0;
      ++t_normal;
    }
 
    MoFEMFunctionReturn(0);
  }
 
private:
  boost::shared_ptr<MatrixDouble> xPtr;
  boost::shared_ptr<MatrixDouble> xDotPtr;
};
 
struct OpLhs : public AssemblyDomainEleOp {
 
  OpLhs(const std::string field_name, boost::shared_ptr<MatrixDouble> x_ptr,
        boost::shared_ptr<MatrixDouble> dot_x_ptr)
      : AssemblyDomainEleOp(field_name, field_name,
                            AssemblyDomainEleOp::OPROWCOL),
        xPtr(x_ptr), xDotPtr(dot_x_ptr) {
    this->sYmm = false;
  }
 
  MoFEMErrorCode iNtegrate(EntitiesFieldData::EntData &row_data,
                           EntitiesFieldData::EntData &col_data) {
    MoFEMFunctionBegin;
 
    auto t_w = getFTensor0IntegrationWeight();
    auto t_row_base = row_data.getFTensor0N();
 
    auto t_x0 = getFTensor1CoordsAtGaussPts();
    auto t_x = getFTensor1FromMat<3>(*xPtr);
    auto t_dot_x = getFTensor1FromMat<3>(*xDotPtr);
    auto t_normal = getFTensor1NormalsAtGaussPts();
 
    auto get_t_mat = [&](const int rr) {
      return FTensor::Tensor2<FTensor::PackPtr<double *, 3>, 3, 3>{
          &locMat(rr + 0, 0), &locMat(rr + 0, 1), &locMat(rr + 0, 2),
 
          &locMat(rr + 1, 0), &locMat(rr + 1, 1), &locMat(rr + 1, 2),
 
          &locMat(rr + 2, 0), &locMat(rr + 2, 1), &locMat(rr + 2, 2)};
    };
 
    constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
    const double ts_a = getTSa();
 
    for (int gg = 0; gg != nbIntegrationPts; gg++) {
 
      constexpr auto t_kd = FTensor::Kronecker_Delta<double>();
      FTensor::Tensor1<double, 3> t_n{t_x0(0), t_x0(1), t_x0(2)};
      t_n.normalize();
      FTensor::Tensor2<double, 3, 3> t_P, t_Q;
      t_P(i, j) = t_n(i) * t_n(j);
      t_Q(i, j) = t_kd(i, j) - t_P(i, j);
 
      auto t_J_lhs = lhs_J_dx2(t_x(0), t_x(1), t_x(2));
      double l = std::sqrt(t_normal(i) * t_normal(i));
 
      const double alpha = t_w;
      FTensor::Tensor2<double, 3, 3> t_lhs;
      t_lhs(i, j) =
          (alpha * l) * (t_P(i, k) * t_J_lhs(k, j) + t_Q(i, j) * ts_a);
 
      int rr = 0;
      for (; rr != nbRows / 3; rr++) {
 
        auto t_col_base = col_data.getFTensor0N(gg, 0);
        auto t_mat = get_t_mat(3 * rr);
 
        for (int cc = 0; cc != nbCols / 3; cc++) {
 
          const double rc = t_row_base * t_col_base;
          t_mat(i, j) += rc * t_lhs(i, j);
 
          ++t_col_base;
          ++t_mat;
        }
        ++t_row_base;
      }
 
      for (; rr < nbRowBaseFunctions; ++rr)
        ++t_row_base;
 
      ++t_w;
      ++t_x;
      ++t_x0;
      ++t_normal;
    }
 
    MoFEMFunctionReturn(0);
  }
 
private:
  boost::shared_ptr<MatrixDouble> xPtr;
  boost::shared_ptr<MatrixDouble> xDotPtr;
};
 
struct OpError : public DomainEleOp {
 
  OpError(const std::string field_name, boost::shared_ptr<MatrixDouble> x_ptr)
      : DomainEleOp(field_name, field_name, AssemblyDomainEleOp::OPROW),
        xPtr(x_ptr) {
 
    std::fill(&doEntities[MBEDGE], &doEntities[MBMAXTYPE], false);
  }
 
  MoFEMErrorCode doWork(int side, EntityType type, EntData &data) {
 
    MoFEMFunctionBegin;
 
    auto t_w = getFTensor0IntegrationWeight();
    auto t_x = getFTensor1FromMat<3>(*xPtr);
    auto t_normal = getFTensor1NormalsAtGaussPts();
    auto nb_integration_pts = getGaussPts().size2();
 
    double error = 0;
 
    for (int gg = 0; gg != nb_integration_pts; gg++) {
 
      double l = std::sqrt(t_normal(i) * t_normal(i));
      error += t_w * l * std::abs((t_x(i) * t_x(i) - A * A));
 
      ++t_w;
      ++t_x;
      ++t_normal;
    }
 
    CHKERR VecSetValue(errorVec, 0, error, ADD_VALUES);
 
    MoFEMFunctionReturn(0);
  }
 
  static SmartPetscObj<Vec> errorVec;
 
private:
  boost::shared_ptr<MatrixDouble> xPtr;
};
 
SmartPetscObj<Vec> OpError::errorVec;
 
struct ApproxSphere {
 
  ApproxSphere(MoFEM::Interface &m_field) : mField(m_field) {}
 
  MoFEMErrorCode runProblem();
 
private:
  MoFEM::Interface &mField;
 
  MoFEMErrorCode getOptions();
  MoFEMErrorCode readMesh();
  MoFEMErrorCode setupProblem();
  MoFEMErrorCode setOPs();
  MoFEMErrorCode solveSystem();
  MoFEMErrorCode outputResults();
};
 
//! [Run programme]
MoFEMErrorCode ApproxSphere::runProblem() {
  MoFEMFunctionBegin;
  CHKERR getOptions();
  CHKERR readMesh();
  CHKERR setupProblem();
  CHKERR setOPs();
  CHKERR solveSystem();
  CHKERR outputResults();
  MoFEMFunctionReturn(0);
}
//! [Run programme]
 
MoFEMErrorCode ApproxSphere::getOptions() {
  MoFEMFunctionBeginHot;
  MoFEMFunctionReturnHot(0);
}
 
//! [Read mesh]
MoFEMErrorCode ApproxSphere::readMesh() {
  MoFEMFunctionBegin;
  auto simple = mField.getInterface<Simple>();
  CHKERR simple->getOptions();
  CHKERR simple->loadFile();
  MoFEMFunctionReturn(0);
}
//! [Read mesh]
 
//! [Set up problem]
MoFEMErrorCode ApproxSphere::setupProblem() {
  MoFEMFunctionBegin;
 
  auto simple = mField.getInterface<Simple>();
  CHKERR simple->addDomainField("HO_POSITIONS", H1, AINSWORTH_LEGENDRE_BASE, 3);
  CHKERR simple->addDataField("HO_POSITIONS", H1, AINSWORTH_LEGENDRE_BASE, 3);
 
  int order = 3;
  CHKERR PetscOptionsGetInt(PETSC_NULL, "", "-order", &order, PETSC_NULL);
  CHKERR simple->setFieldOrder("HO_POSITIONS", order);
  CHKERR simple->setUp();
 
  MoFEMFunctionReturn(0);
}
//! [Set up problem]
 
//! [Push operators to pipeline]
MoFEMErrorCode ApproxSphere::setOPs() {
  MoFEMFunctionBegin;
  PipelineManager *pipeline_mng = mField.getInterface<PipelineManager>();
 
  auto integration_rule = [](int, int, int approx_order) {
    return 3 * approx_order;
  };
  CHKERR pipeline_mng->setDomainRhsIntegrationRule(integration_rule);
  CHKERR pipeline_mng->setDomainLhsIntegrationRule(integration_rule);
 
  auto x_ptr = boost::make_shared<MatrixDouble>();
  auto dot_x_ptr = boost::make_shared<MatrixDouble>();
  auto det_ptr = boost::make_shared<VectorDouble>();
  auto jac_ptr = boost::make_shared<MatrixDouble>();
  auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
 
  auto def_ops = [&](auto &pipeline) {
    pipeline.push_back(
        new OpCalculateVectorFieldValues<3>("HO_POSITIONS", x_ptr));
    pipeline.push_back(
        new OpCalculateVectorFieldValuesDot<3>("HO_POSITIONS", dot_x_ptr));
  };
 
  def_ops(pipeline_mng->getOpDomainRhsPipeline());
  def_ops(pipeline_mng->getOpDomainLhsPipeline());
 
  pipeline_mng->getOpDomainRhsPipeline().push_back(
      new OpRhs("HO_POSITIONS", x_ptr, dot_x_ptr));
  pipeline_mng->getOpDomainLhsPipeline().push_back(
      new OpLhs("HO_POSITIONS", x_ptr, dot_x_ptr));
 
  MoFEMFunctionReturn(0);
}
//! [Push operators to pipeline]
 
//! [Solve]
MoFEMErrorCode ApproxSphere::solveSystem() {
  MoFEMFunctionBegin;
 
  // Project HO geometry from mesh
  Projection10NodeCoordsOnField ent_method_material(mField, "HO_POSITIONS");
  CHKERR mField.loop_dofs("HO_POSITIONS", ent_method_material);
 
  auto *simple = mField.getInterface<Simple>();
  auto *pipeline_mng = mField.getInterface<PipelineManager>();
 
  auto dm = simple->getDM();
  MoFEM::SmartPetscObj<TS> ts;
  ts = pipeline_mng->createTSIM();
 
  double ftime = 1;
  CHKERR TSSetMaxSteps(ts, 1);
  CHKERR TSSetExactFinalTime(ts, TS_EXACTFINALTIME_MATCHSTEP);
 
  auto T = createDMVector(simple->getDM());
  CHKERR DMoFEMMeshToLocalVector(simple->getDM(), T, INSERT_VALUES,
                                 SCATTER_FORWARD);
  CHKERR TSSetSolution(ts, T);
  CHKERR TSSetFromOptions(ts);
 
  CHKERR TSSolve(ts, NULL);
  CHKERR TSGetTime(ts, &ftime);
 
  CHKERR mField.getInterface<FieldBlas>()->fieldScale(A, "HO_POSITIONS");
 
  MoFEMFunctionReturn(0);
}
 
//! [Solve]
MoFEMErrorCode ApproxSphere::outputResults() {
  MoFEMFunctionBegin;
 
  auto x_ptr = boost::make_shared<MatrixDouble>();
  auto det_ptr = boost::make_shared<VectorDouble>();
  auto jac_ptr = boost::make_shared<MatrixDouble>();
  auto inv_jac_ptr = boost::make_shared<MatrixDouble>();
 
  auto simple = mField.getInterface<Simple>();
  auto dm = simple->getDM();
 
  auto post_proc_fe =
      boost::make_shared<PostProcBrokenMeshInMoab<DomainEle>>(mField);
 
  post_proc_fe->getOpPtrVector().push_back(
      new OpCalculateVectorFieldValues<3>("HO_POSITIONS", x_ptr));
 
  using OpPPMap = OpPostProcMapInMoab<3, 3>;
 
  post_proc_fe->getOpPtrVector().push_back(
 
      new OpPPMap(post_proc_fe->getPostProcMesh(),
                  post_proc_fe->getMapGaussPts(),
 
                  {},
 
                  {{"HO_POSITIONS", x_ptr}},
 
                  {}, {}
 
                  )
 
  );
 
  CHKERR DMoFEMLoopFiniteElements(dm, "dFE", post_proc_fe);
  CHKERR post_proc_fe->writeFile("out_approx.h5m");
 
  auto error_fe = boost::make_shared<DomainEle>(mField);
 
  error_fe->getOpPtrVector().push_back(
      new OpGetHONormalsOnFace("HO_POSITIONS"));
  error_fe->getOpPtrVector().push_back(
      new OpCalculateVectorFieldValues<3>("HO_POSITIONS", x_ptr));
  error_fe->getOpPtrVector().push_back(new OpError("HO_POSITIONS", x_ptr));
 
  error_fe->preProcessHook = [&]() {
    MoFEMFunctionBegin;
    MOFEM_LOG("EXAMPLE", Sev::inform) << "Create vec ";
    OpError::errorVec = createVectorMPI(
        mField.get_comm(), (!mField.get_comm_rank()) ? 1 : 0, 1);
    VecZeroEntries(OpError::errorVec);
    MoFEMFunctionReturn(0);
  };
 
  error_fe->postProcessHook = [&]() {
    MoFEMFunctionBegin;
    CHKERR VecAssemblyBegin(OpError::errorVec);
    CHKERR VecAssemblyEnd(OpError::errorVec);
    double error2;
    CHKERR VecSum(OpError::errorVec, &error2);
    MOFEM_LOG("EXAMPLE", Sev::inform)
        << "Error " << std::sqrt(error2 / (4 * M_PI * A * A));
    OpError::errorVec.reset();
    MoFEMFunctionReturn(0);
  };
 
  CHKERR DMoFEMLoopFiniteElements(dm, "dFE", error_fe);
 
  CHKERR simple->deleteDM();
  CHKERR simple->deleteFiniteElements();
  if (mField.get_comm_size() > 1)
    CHKERR mField.get_moab().write_file("out_ho_mesh.h5m", "MOAB",
                                        "PARALLEL=WRITE_PART");
  else
    CHKERR mField.get_moab().write_file("out_ho_mesh.h5m");
  MoFEMFunctionReturn(0);
}
//! [Postprocess results]
 
int main(int argc, char *argv[]) {
 
  // Initialisation of MoFEM/PETSc and MOAB data structures
  const char param_file[] = "param_file.petsc";
  MoFEM::Core::Initialize(&argc, &argv, param_file, help);
 
  auto core_log = logging::core::get();
  core_log->add_sink(
      LogManager::createSink(LogManager::getStrmWorld(), "EXAMPLE"));
  LogManager::setLog("EXAMPLE");
  MOFEM_LOG_TAG("EXAMPLE", "example");
 
  try {
 
    //! [Register MoFEM discrete manager in PETSc]
    DMType dm_name = "DMMOFEM";
    CHKERR DMRegister_MoFEM(dm_name);
    //! [Register MoFEM discrete manager in PETSc
 
    //! [Create MoAB]
    moab::Core mb_instance;              ///< mesh database
    moab::Interface &moab = mb_instance; ///< mesh database interface
    //! [Create MoAB]
 
    //! [Create MoFEM]
    MoFEM::Core core(moab);           ///< finite element database
    MoFEM::Interface &m_field = core; ///< finite element database insterface
    //! [Create MoFEM]
 
    //! [ApproxSphere]
    ApproxSphere ex(m_field);
    CHKERR ex.runProblem();
    //! [ApproxSphere]
  }
  CATCH_ERRORS;
 
  MoFEM::Core::Finalize();
}