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diff --git a/Source/FieldSolver/SpectralSolver/SpectralAlgorithms/PsatdAlgorithmRZ.cpp b/Source/FieldSolver/SpectralSolver/SpectralAlgorithms/PsatdAlgorithmRZ.cpp
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+/* Copyright 2019-2020 David Grote
+ *
+ * This file is part of WarpX.
+ *
+ * License: BSD-3-Clause-LBNL
+ */
+#include "PsatdAlgorithmRZ.H"
+#include "Utils/WarpXConst.H"
+
+#include <cmath>
+
+using amrex::operator""_rt;
+
+
+/* \brief Initialize coefficients for the update equation */
+PsatdAlgorithmRZ::PsatdAlgorithmRZ (SpectralKSpaceRZ const & spectral_kspace,
+ amrex::DistributionMapping const & dm,
+ int const n_rz_azimuthal_modes, int const norder_z,
+ bool const nodal, amrex::Real const dt_step)
+ // Initialize members of base class
+ : SpectralBaseAlgorithmRZ(spectral_kspace, dm,
+ norder_z, nodal),
+ dt(dt_step)
+{
+
+ // Allocate the arrays of coefficients
+ amrex::BoxArray const & ba = spectral_kspace.spectralspace_ba;
+ C_coef = SpectralCoefficients(ba, dm, n_rz_azimuthal_modes, 0);
+ S_ck_coef = SpectralCoefficients(ba, dm, n_rz_azimuthal_modes, 0);
+ X1_coef = SpectralCoefficients(ba, dm, n_rz_azimuthal_modes, 0);
+ X2_coef = SpectralCoefficients(ba, dm, n_rz_azimuthal_modes, 0);
+ X3_coef = SpectralCoefficients(ba, dm, n_rz_azimuthal_modes, 0);
+
+ coefficients_initialized = false;
+}
+
+/* Advance the E and B field in spectral space (stored in `f`)
+ * over one time step */
+void
+PsatdAlgorithmRZ::pushSpectralFields(SpectralFieldDataRZ & f)
+{
+
+ if (not coefficients_initialized) {
+ // This is called from here since it needs the kr values
+ // which can be obtained from the SpectralFieldDataRZ
+ InitializeSpectralCoefficients(f);
+ coefficients_initialized = true;
+ }
+
+ // Loop over boxes
+ for (amrex::MFIter mfi(f.fields); mfi.isValid(); ++mfi){
+
+ amrex::Box const & bx = f.fields[mfi].box();
+
+ // Extract arrays for the fields to be updated
+ amrex::Array4<Complex> const& fields = f.fields[mfi].array();
+ // Extract arrays for the coefficients
+ amrex::Array4<const amrex::Real> const& C_arr = C_coef[mfi].array();
+ amrex::Array4<const amrex::Real> const& S_ck_arr = S_ck_coef[mfi].array();
+ amrex::Array4<const amrex::Real> const& X1_arr = X1_coef[mfi].array();
+ amrex::Array4<const amrex::Real> const& X2_arr = X2_coef[mfi].array();
+ amrex::Array4<const amrex::Real> const& X3_arr = X3_coef[mfi].array();
+
+ // Extract pointers for the k vectors
+ auto const & kr_modes = f.getKrArray(mfi);
+ amrex::Real const* kr_arr = kr_modes.dataPtr();
+ amrex::Real const* modified_kz_arr = modified_kz_vec[mfi].dataPtr();
+ int const nr = bx.length(0);
+
+ // Loop over indices within one box
+ // Note that k = 0
+ int const modes = f.n_rz_azimuthal_modes;
+ amrex::ParallelFor(bx, modes,
+ [=] AMREX_GPU_DEVICE(int i, int j, int k, int mode) noexcept
+ {
+
+ // All of the fields of each mode are grouped together
+ using Idx = SpectralFieldIndex;
+ auto const Ep_m = Idx::Ex + Idx::n_fields*mode;
+ auto const Em_m = Idx::Ey + Idx::n_fields*mode;
+ auto const Ez_m = Idx::Ez + Idx::n_fields*mode;
+ auto const Bp_m = Idx::Bx + Idx::n_fields*mode;
+ auto const Bm_m = Idx::By + Idx::n_fields*mode;
+ auto const Bz_m = Idx::Bz + Idx::n_fields*mode;
+ auto const Jp_m = Idx::Jx + Idx::n_fields*mode;
+ auto const Jm_m = Idx::Jy + Idx::n_fields*mode;
+ auto const Jz_m = Idx::Jz + Idx::n_fields*mode;
+ auto const rho_old_m = Idx::rho_old + Idx::n_fields*mode;
+ auto const rho_new_m = Idx::rho_new + Idx::n_fields*mode;
+
+ // Record old values of the fields to be updated
+ Complex const Ep_old = fields(i,j,k,Ep_m);
+ Complex const Em_old = fields(i,j,k,Em_m);
+ Complex const Ez_old = fields(i,j,k,Ez_m);
+ Complex const Bp_old = fields(i,j,k,Bp_m);
+ Complex const Bm_old = fields(i,j,k,Bm_m);
+ Complex const Bz_old = fields(i,j,k,Bz_m);
+ // Shortcut for the values of J and rho
+ Complex const Jp = fields(i,j,k,Jp_m);
+ Complex const Jm = fields(i,j,k,Jm_m);
+ Complex const Jz = fields(i,j,k,Jz_m);
+ Complex const rho_old = fields(i,j,k,rho_old_m);
+ Complex const rho_new = fields(i,j,k,rho_new_m);
+
+ // k vector values, and coefficients
+ // The k values for each mode are grouped together
+ int const ir = i + nr*mode;
+ amrex::Real const kr = kr_arr[ir];
+ amrex::Real const kz = modified_kz_arr[j];
+
+ constexpr amrex::Real c2 = PhysConst::c*PhysConst::c;
+ constexpr amrex::Real inv_ep0 = 1._rt/PhysConst::ep0;
+ Complex const I = Complex{0._rt,1._rt};
+ amrex::Real const C = C_arr(i,j,k,mode);
+ amrex::Real const S_ck = S_ck_arr(i,j,k,mode);
+ amrex::Real const X1 = X1_arr(i,j,k,mode);
+ amrex::Real const X2 = X2_arr(i,j,k,mode);
+ amrex::Real const X3 = X3_arr(i,j,k,mode);
+
+ // Update E (see WarpX online documentation: theory section)
+ fields(i,j,k,Ep_m) = C*Ep_old
+ + S_ck*(-c2*I*kr/2._rt*Bz_old + c2*kz*Bp_old - inv_ep0*Jp)
+ + kr*(X2*rho_new - X3*rho_old);
+ fields(i,j,k,Em_m) = C*Em_old
+ + S_ck*(-c2*I*kr/2._rt*Bz_old - c2*kz*Bm_old - inv_ep0*Jm)
+ - kr*(X2*rho_new - X3*rho_old);
+ fields(i,j,k,Ez_m) = C*Ez_old
+ + S_ck*(c2*I*kr*Bp_old + c2*I*kr*Bm_old - inv_ep0*Jz)
+ - I*kz*(X2*rho_new - X3*rho_old);
+ // Update B (see WarpX online documentation: theory section)
+ fields(i,j,k,Bp_m) = C*Bp_old
+ - S_ck*(-I*kr/2._rt*Ez_old + kz*Ep_old)
+ + X1*(-I*kr/2._rt*Jz + kz*Jp);
+ fields(i,j,k,Bm_m) = C*Bm_old
+ - S_ck*(-I*kr/2._rt*Ez_old - kz*Em_old)
+ + X1*(-I*kr/2._rt*Jz - kz*Jm);
+ fields(i,j,k,Bz_m) = C*Bz_old
+ - S_ck*I*(kr*Ep_old + kr*Em_old)
+ + X1*I*(kr*Jp + kr*Jm);
+ });
+ }
+};
+
+void PsatdAlgorithmRZ::InitializeSpectralCoefficients (SpectralFieldDataRZ const & f)
+{
+
+ // Fill them with the right values:
+ // Loop over boxes and allocate the corresponding coefficients
+ // for each box owned by the local MPI proc
+ for (amrex::MFIter mfi(f.fields); mfi.isValid(); ++mfi){
+
+ amrex::Box const & bx = f.fields[mfi].box();
+
+ // Extract pointers for the k vectors
+ amrex::Real const* const modified_kz = modified_kz_vec[mfi].dataPtr();
+
+ // Extract arrays for the coefficients
+ amrex::Array4<amrex::Real> const& C = C_coef[mfi].array();
+ amrex::Array4<amrex::Real> const& S_ck = S_ck_coef[mfi].array();
+ amrex::Array4<amrex::Real> const& X1 = X1_coef[mfi].array();
+ amrex::Array4<amrex::Real> const& X2 = X2_coef[mfi].array();
+ amrex::Array4<amrex::Real> const& X3 = X3_coef[mfi].array();
+
+ auto const & kr_modes = f.getKrArray(mfi);
+ amrex::Real const* kr_arr = kr_modes.dataPtr();
+ int const nr = bx.length(0);
+ amrex::Real const dt_temp = dt;
+
+ // Loop over indices within one box
+ int const modes = f.n_rz_azimuthal_modes;
+ amrex::ParallelFor(bx, modes,
+ [=] AMREX_GPU_DEVICE(int i, int j, int k, int mode) noexcept
+ {
+ // Calculate norm of vector
+ int const ir = i + nr*mode;
+ amrex::Real const kr = kr_arr[ir];
+ amrex::Real const kz = modified_kz[j];
+ amrex::Real const k_norm = std::sqrt(kr*kr + kz*kz);
+
+ // Calculate coefficients
+ constexpr amrex::Real c = PhysConst::c;
+ constexpr amrex::Real ep0 = PhysConst::ep0;
+ if (k_norm != 0){
+ C(i,j,k,mode) = std::cos(c*k_norm*dt_temp);
+ S_ck(i,j,k,mode) = std::sin(c*k_norm*dt_temp)/(c*k_norm);
+ X1(i,j,k,mode) = (1._rt - C(i,j,k,mode))/(ep0 * c*c * k_norm*k_norm);
+ X2(i,j,k,mode) = (1._rt - S_ck(i,j,k,mode)/dt_temp)/(ep0 * k_norm*k_norm);
+ X3(i,j,k,mode) = (C(i,j,k,mode) - S_ck(i,j,k,mode)/dt_temp)/(ep0 * k_norm*k_norm);
+ } else { // Handle k_norm = 0, by using the analytical limit
+ C(i,j,k,mode) = 1._rt;
+ S_ck(i,j,k,mode) = dt_temp;
+ X1(i,j,k,mode) = 0.5_rt * dt_temp*dt_temp / ep0;
+ X2(i,j,k,mode) = c*c * dt_temp*dt_temp / (6._rt*ep0);
+ X3(i,j,k,mode) = - c*c * dt_temp*dt_temp / (3._rt*ep0);
+ }
+ });
+ }
+}