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 // This file is part of the ACTS project.
 //
 // Copyright (C) 2016 CERN for the benefit of the ACTS project
 //
 // This Source Code Form is subject to the terms of the Mozilla Public
 // License, v. 2.0. If a copy of the MPL was not distributed with this
 // file, You can obtain one at https://mozilla.org/MPL/2.0/.
 
 #pragma once
 
 // Workaround for building on clang+libstdc++
 #include "Acts/Utilities/detail/ReferenceWrapperAnyCompat.hpp"
 
 #include "Acts/Definitions/Algebra.hpp"
 #include "Acts/Definitions/Common.hpp"
 #include "Acts/Definitions/TrackParametrization.hpp"
 #include "Acts/Definitions/Units.hpp"
 #include "Acts/EventData/TrackParameters.hpp"
 #include "Acts/EventData/TransformationHelpers.hpp"
 #include "Acts/EventData/detail/CorrectedTransformationFreeToBound.hpp"
 #include "Acts/Geometry/GeometryContext.hpp"
 #include "Acts/MagneticField/MagneticFieldProvider.hpp"
 #include "Acts/Propagator/ConstrainedStep.hpp"
 #include "Acts/Propagator/StepperOptions.hpp"
 #include "Acts/Propagator/StepperStatistics.hpp"
 #include "Acts/Propagator/detail/SteppingHelper.hpp"
 #include "Acts/Surfaces/Surface.hpp"
 #include "Acts/Utilities/Intersection.hpp"
 #include "Acts/Utilities/Result.hpp"
 
 #include <cmath>
 
 namespace Acts {
 
 class IVolumeMaterial;
 
 /// @brief the AtlasStepper implementation for the
 ///
 /// This is based original stepper code from the ATLAS RungeKuttaPropagator
 class AtlasStepper {
  public:
   using Jacobian = BoundMatrix;
   using Covariance = BoundSquareMatrix;
   using BoundState = std::tuple<BoundTrackParameters, Jacobian, double>;
 
   struct Config {
     std::shared_ptr<const MagneticFieldProvider> bField;
   };
 
   struct Options : public StepperPlainOptions {
     Options(const GeometryContext& gctx, const MagneticFieldContext& mctx)
         : StepperPlainOptions(gctx, mctx) {}
 
     void setPlainOptions(const StepperPlainOptions& options) {
       static_cast<StepperPlainOptions&>(*this) = options;
     }
   };
 
   /// @brief Nested State struct for the local caching
   struct State {
     /// Constructor
     ///
     /// @tparam Type of TrackParameters
     ///
     /// @param [in] optionsIn The options for the stepper
     /// @param [in] fieldCacheIn The magnetic field cache
     State(const Options& optionsIn, MagneticFieldProvider::Cache fieldCacheIn)
         : options(optionsIn), fieldCache(std::move(fieldCacheIn)) {}
 
     Options options;
 
     ParticleHypothesis particleHypothesis = ParticleHypothesis::pion();
 
     // optimisation that init is not called twice
     bool state_ready = false;
     // configuration
     bool useJacobian = false;
     double step = 0;
     double maxPathLength = 0;
     bool mcondition = false;
     bool needgradient = false;
     bool newfield = true;
     // internal parameters to be used
     Vector3 field = Vector3::Zero();
     std::array<double, 60> pVector{};
 
     /// Storage pattern of pVector
     ///                   /dL0    /dL1    /dPhi   /the   /dCM   /dT
     /// X  ->P[0]  dX /   P[ 8]   P[16]   P[24]   P[32]   P[40]  P[48]
     /// Y  ->P[1]  dY /   P[ 9]   P[17]   P[25]   P[33]   P[41]  P[49]
     /// Z  ->P[2]  dZ /   P[10]   P[18]   P[26]   P[34]   P[42]  P[50]
     /// T  ->P[3]  dT/    P[11]   P[19]   P[27]   P[35]   P[43]  P[51]
     /// Ax ->P[4]  dAx/   P[12]   P[20]   P[28]   P[36]   P[44]  P[52]
     /// Ay ->P[5]  dAy/   P[13]   P[21]   P[29]   P[37]   P[45]  P[53]
     /// Az ->P[6]  dAz/   P[14]   P[22]   P[30]   P[38]   P[46]  P[54]
     /// CM ->P[7]  dCM/   P[15]   P[23]   P[31]   P[39]   P[47]  P[55]
     /// Cache: P[56] - P[59]
 
     // result
     double parameters[eBoundSize] = {0., 0., 0., 0., 0., 0.};
     const Covariance* covariance = nullptr;
     Covariance cov = Covariance::Zero();
     bool covTransport = false;
     double jacobian[eBoundSize * eBoundSize] = {};
 
     // accummulated path length cache
     double pathAccumulated = 0.;
 
     /// Total number of performed steps
     std::size_t nSteps = 0;
 
     /// Totoal number of attempted steps
     std::size_t nStepTrials = 0;
 
     // Adaptive step size of the runge-kutta integration
     ConstrainedStep stepSize;
 
     // Previous step size for overstep estimation
     double previousStepSize = 0.;
 
     /// It caches the current magnetic field cell and stays (and interpolates)
     ///  within as long as this is valid. See step() code for details.
     MagneticFieldProvider::Cache fieldCache;
 
     /// Debug output
     /// the string where debug messages are stored (optionally)
     bool debug = false;
     std::string debugString = "";
     /// buffer & formatting for consistent output
     std::size_t debugPfxWidth = 30;
     std::size_t debugMsgWidth = 50;
 
     /// The statistics of the stepper
     StepperStatistics statistics;
   };
 
   explicit AtlasStepper(std::shared_ptr<const MagneticFieldProvider> bField)
       : m_bField(std::move(bField)) {}
 
   explicit AtlasStepper(const Config& config) : m_bField(config.bField) {}
 
   State makeState(const Options& options) const {
     State state{options, m_bField->makeCache(options.magFieldContext)};
     return state;
   }
 
   void initialize(State& state, const BoundTrackParameters& par) const {
     initialize(state, par.parameters(), par.covariance(),
                par.particleHypothesis(), par.referenceSurface());
   }
 
   void initialize(State& state, const BoundVector& boundParams,
                   const std::optional<BoundMatrix>& cov,
                   ParticleHypothesis particleHypothesis,
                   const Surface& surface) const {
     state.particleHypothesis = particleHypothesis;
 
     state.pathAccumulated = 0;
     state.nSteps = 0;
     state.nStepTrials = 0;
     state.stepSize = ConstrainedStep();
     state.stepSize.setAccuracy(state.options.initialStepSize);
     state.stepSize.setUser(state.options.maxStepSize);
     state.previousStepSize = 0;
     state.statistics = StepperStatistics();
 
     // The rest of this constructor is copy&paste of AtlasStepper::update() -
     // this is a nasty but working solution for the stepper state without
     // functions
 
     const auto& Vp = boundParams;
 
     double Sf = std::sin(Vp[eBoundPhi]);
     double Cf = std::cos(Vp[eBoundPhi]);
     double Se = std::sin(Vp[eBoundTheta]);
     double Ce = std::cos(Vp[eBoundTheta]);
 
     const Vector3 dir = {Cf * Se, Sf * Se, Ce};
     const auto pos = surface.localToGlobal(
         state.options.geoContext, boundParams.segment<2>(eBoundLoc0), dir);
 
     double* pVector = state.pVector.data();
 
     pVector[0] = pos[ePos0];
     pVector[1] = pos[ePos1];
     pVector[2] = pos[ePos2];
     pVector[3] = boundParams[eBoundTime];
     pVector[4] = dir[ePos0];
     pVector[5] = dir[ePos1];
     pVector[6] = dir[ePos2];
     pVector[7] = Vp[eBoundQOverP];
 
     // @todo: remove magic numbers - is that the charge ?
     if (std::abs(pVector[7]) < .000000000000001) {
       pVector[7] < 0. ? pVector[7] = -.000000000000001
                       : pVector[7] = .000000000000001;
     }
 
     // prepare the jacobian if we have a covariance
     state.covTransport = cov.has_value();
     if (state.covTransport) {
       // copy the covariance matrix
       state.covariance = new BoundSquareMatrix(*cov);
       state.useJacobian = true;
       const auto transform =
           surface.referenceFrame(state.options.geoContext, pos, dir);
 
       pVector[8] = transform(0, eBoundLoc0);
       pVector[16] = transform(0, eBoundLoc1);
       pVector[24] = 0.;
       pVector[32] = 0.;
       pVector[40] = 0.;
       pVector[48] = 0.;  // dX /
 
       pVector[9] = transform(1, eBoundLoc0);
       pVector[17] = transform(1, eBoundLoc1);
       pVector[25] = 0.;
       pVector[33] = 0.;
       pVector[41] = 0.;
       pVector[49] = 0.;  // dY /
 
       pVector[10] = transform(2, eBoundLoc0);
       pVector[18] = transform(2, eBoundLoc1);
       pVector[26] = 0.;
       pVector[34] = 0.;
       pVector[42] = 0.;
       pVector[50] = 0.;  // dZ /
 
       pVector[11] = 0.;
       pVector[19] = 0.;
       pVector[27] = 0.;
       pVector[35] = 0.;
       pVector[43] = 0.;
       pVector[51] = 1.;  // dT/
 
       pVector[12] = 0.;
       pVector[20] = 0.;
       pVector[28] = -Sf * Se;  // - sin(phi) * cos(theta)
       pVector[36] = Cf * Ce;   // cos(phi) * cos(theta)
       pVector[44] = 0.;
       pVector[52] = 0.;  // dAx/
 
       pVector[13] = 0.;
       pVector[21] = 0.;
       pVector[29] = Cf * Se;  // cos(phi) * sin(theta)
       pVector[37] = Sf * Ce;  // sin(phi) * cos(theta)
       pVector[45] = 0.;
       pVector[53] = 0.;  // dAy/
 
       pVector[14] = 0.;
       pVector[22] = 0.;
       pVector[30] = 0.;
       pVector[38] = -Se;  // - sin(theta)
       pVector[46] = 0.;
       pVector[54] = 0.;  // dAz/
 
       pVector[15] = 0.;
       pVector[23] = 0.;
       pVector[31] = 0.;
       pVector[39] = 0.;
       pVector[47] = 1.;
       pVector[55] = 0.;  // dCM/
 
       pVector[56] = 0.;
       pVector[57] = 0.;
       pVector[58] = 0.;
       pVector[59] = 0.;
 
       // special treatment for surface types
       // the disc needs polar coordinate adaptations
       if (surface.type() == Surface::Disc) {
         double lCf = std::cos(Vp[1]);
         double lSf = std::sin(Vp[1]);
         double Ax[3] = {transform(0, 0), transform(1, 0), transform(2, 0)};
         double Ay[3] = {transform(0, 1), transform(1, 1), transform(2, 1)};
         double d0 = lCf * Ax[0] + lSf * Ay[0];
         double d1 = lCf * Ax[1] + lSf * Ay[1];
         double d2 = lCf * Ax[2] + lSf * Ay[2];
         pVector[8] = d0;
         pVector[9] = d1;
         pVector[10] = d2;
         pVector[16] = Vp[0] * (lCf * Ay[0] - lSf * Ax[0]);
         pVector[17] = Vp[0] * (lCf * Ay[1] - lSf * Ax[1]);
         pVector[18] = Vp[0] * (lCf * Ay[2] - lSf * Ax[2]);
       }
       // the line needs components that relate direction change
       // with global frame change
       if (surface.type() == Surface::Perigee ||
           surface.type() == Surface::Straw) {
         // sticking to the nomenclature of the original RkPropagator
         // - axis pointing along the drift/transverse direction
         double B[3] = {transform(0, 0), transform(1, 0), transform(2, 0)};
         // - axis along the straw
         double A[3] = {transform(0, 1), transform(1, 1), transform(2, 1)};
         // - normal vector of the reference frame
         double C[3] = {transform(0, 2), transform(1, 2), transform(2, 2)};
 
         // projection of direction onto normal vector of reference frame
         double PC = pVector[4] * C[0] + pVector[5] * C[1] + pVector[6] * C[2];
         double Bn = 1. / PC;
 
         double Bx2 = -A[2] * pVector[29];
         double Bx3 = A[1] * pVector[38] - A[2] * pVector[37];
 
         double By2 = A[2] * pVector[28];
         double By3 = A[2] * pVector[36] - A[0] * pVector[38];
 
         double Bz2 = A[0] * pVector[29] - A[1] * pVector[28];
         double Bz3 = A[0] * pVector[37] - A[1] * pVector[36];
 
         double B2 = B[0] * Bx2 + B[1] * By2 + B[2] * Bz2;
         double B3 = B[0] * Bx3 + B[1] * By3 + B[2] * Bz3;
 
         Bx2 = (Bx2 - B[0] * B2) * Bn;
         Bx3 = (Bx3 - B[0] * B3) * Bn;
         By2 = (By2 - B[1] * B2) * Bn;
         By3 = (By3 - B[1] * B3) * Bn;
         Bz2 = (Bz2 - B[2] * B2) * Bn;
         Bz3 = (Bz3 - B[2] * B3) * Bn;
 
         //  /dPhi      |     /dThe       |
         pVector[24] = Bx2 * Vp[0];
         pVector[32] = Bx3 * Vp[0];  // dX/
         pVector[25] = By2 * Vp[0];
         pVector[33] = By3 * Vp[0];  // dY/
         pVector[26] = Bz2 * Vp[0];
         pVector[34] = Bz3 * Vp[0];  // dZ/
       }
     }
 
     // now declare the state as ready
     state.state_ready = true;
   }
 
   /// Get the field for the stepping
   /// It checks first if the access is still within the Cell,
   /// and updates the cell if necessary, then it takes the field
   /// from the cell
   /// @param [in,out] state is the stepper state associated with the track
   ///                 the magnetic field cell is used (and potentially updated)
   /// @param [in] pos is the field position
   Result<Vector3> getField(State& state, const Vector3& pos) const {
     // get the field from the cell
     auto res = m_bField->getField(pos, state.fieldCache);
     if (res.ok()) {
       state.field = *res;
     }
     return res;
   }
 
   Vector3 position(const State& state) const {
     return Vector3(state.pVector[0], state.pVector[1], state.pVector[2]);
   }
 
   Vector3 direction(const State& state) const {
     return Vector3(state.pVector[4], state.pVector[5], state.pVector[6]);
   }
 
   double qOverP(const State& state) const { return state.pVector[7]; }
 
   /// Absolute momentum accessor
   ///
   /// @param state [in] The stepping state (thread-local cache)
   double absoluteMomentum(const State& state) const {
     return particleHypothesis(state).extractMomentum(qOverP(state));
   }
 
   Vector3 momentum(const State& state) const {
     return absoluteMomentum(state) * direction(state);
   }
 
   /// Charge access
   ///
   /// @param state [in] The stepping state (thread-local cache)
   double charge(const State& state) const {
     return particleHypothesis(state).extractCharge(qOverP(state));
   }
 
   /// Particle hypothesis
   ///
   /// @param state [in] The stepping state (thread-local cache)
   const ParticleHypothesis& particleHypothesis(const State& state) const {
     return state.particleHypothesis;
   }
 
   /// Overstep limit
   double overstepLimit(const State& /*state*/) const {
     return -m_overstepLimit;
   }
 
   /// Time access
   double time(const State& state) const { return state.pVector[3]; }
 
   /// Update surface status
   ///
   /// This method intersect the provided surface and update the navigation
   /// step estimation accordingly (hence it changes the state). It also
   /// returns the status of the intersection to trigger onSurface in case
   /// the surface is reached.
   ///
   /// @param [in,out] state The stepping state (thread-local cache)
   /// @param [in] surface The surface provided
   /// @param [in] index The surface intersection index
   /// @param [in] navDir The navigation direction
   /// @param [in] boundaryTolerance The boundary check for this status update
   /// @param [in] surfaceTolerance Surface tolerance used for intersection
   /// @param [in] stype The step size type to be set
   /// @param [in] logger Logger instance to use
   IntersectionStatus updateSurfaceStatus(
       State& state, const Surface& surface, std::uint8_t index,
       Direction navDir, const BoundaryTolerance& boundaryTolerance,
       double surfaceTolerance, ConstrainedStep::Type stype,
       const Logger& logger = getDummyLogger()) const {
     return detail::updateSingleSurfaceStatus<AtlasStepper>(
         *this, state, surface, index, navDir, boundaryTolerance,
         surfaceTolerance, stype, logger);
   }
 
   /// Update step size
   ///
   /// It checks the status to the reference surface & updates
   /// the step size accordingly
   ///
   /// @param state [in,out] The stepping state (thread-local cache)
   /// @param oIntersection [in] The ObjectIntersection to layer, boundary, etc
   /// @param direction [in] The propagation direction
   /// @param stype [in] The step size type to be set
   template <typename object_intersection_t>
   void updateStepSize(State& state, const object_intersection_t& oIntersection,
                       Direction direction, ConstrainedStep::Type stype) const {
     (void)direction;
     double stepSize = oIntersection.pathLength();
     updateStepSize(state, stepSize, stype);
   }
 
   /// Update step size - explicitly with a double
   ///
   /// @param [in,out] state The stepping state (thread-local cache)
   /// @param [in] stepSize The step size value
   /// @param [in] stype The step size type to be set
   void updateStepSize(State& state, double stepSize,
                       ConstrainedStep::Type stype) const {
     state.previousStepSize = state.stepSize.value();
     state.stepSize.update(stepSize, stype);
   }
 
   /// Release the Step size
   ///
   /// @param [in,out] state The stepping state (thread-local cache)
   /// @param [in] stype The step size type to be released
   void releaseStepSize(State& state, ConstrainedStep::Type stype) const {
     state.stepSize.release(stype);
   }
 
   /// Get the step size
   ///
   /// @param state [in] The stepping state (thread-local cache)
   /// @param stype [in] The step size type to be returned
   double getStepSize(const State& state, ConstrainedStep::Type stype) const {
     return state.stepSize.value(stype);
   }
 
   /// Output the Step Size - single component
   ///
   /// @param [in,out] state The stepping state (thread-local cache)
   std::string outputStepSize(const State& state) const {
     return state.stepSize.toString();
   }
 
   /// Create and return the bound state at the current position
   ///
   ///
   /// @param [in] state State that will be presented as @c BoundState
   /// @param [in] surface The surface to which we bind the state
   /// @param [in] transportCov Flag steering covariance transport
   /// @param [in] freeToBoundCorrection Correction for non-linearity effect during transform from free to bound
   ///
   /// @return A bound state:
   ///   - the parameters at the surface
   ///   - the stepwise jacobian towards it
   ///   - and the path length (from start - for ordering)
   Result<BoundState> boundState(
       State& state, const Surface& surface, bool transportCov = true,
       const FreeToBoundCorrection& freeToBoundCorrection =
           FreeToBoundCorrection(false)) const {
     // the convert method invalidates the state (in case it's reused)
     state.state_ready = false;
     // extract state information
     Acts::Vector4 pos4;
     pos4[ePos0] = state.pVector[0];
     pos4[ePos1] = state.pVector[1];
     pos4[ePos2] = state.pVector[2];
     pos4[eTime] = state.pVector[3];
     Acts::Vector3 dir;
     dir[eMom0] = state.pVector[4];
     dir[eMom1] = state.pVector[5];
     dir[eMom2] = state.pVector[6];
     const auto qOverP = state.pVector[7];
 
     // The transport of the covariance
     std::optional<Covariance> covOpt = std::nullopt;
     if (state.covTransport && transportCov) {
       transportCovarianceToBound(state, surface, freeToBoundCorrection);
     }
     if (state.cov != Covariance::Zero()) {
       covOpt = state.cov;
     }
 
     // Fill the end parameters
     auto parameters = BoundTrackParameters::create(
         state.options.geoContext, surface.getSharedPtr(), pos4, dir, qOverP,
         std::move(covOpt), state.particleHypothesis);
     if (!parameters.ok()) {
       return parameters.error();
     }
 
     Jacobian jacobian(state.jacobian);
 
     return BoundState(std::move(*parameters), jacobian.transpose(),
                       state.pathAccumulated);
   }
 
   /// @brief If necessary fill additional members needed for curvilinearState
   ///
   /// Compute path length derivatives in case they have not been computed
   /// yet, which is the case if no step has been executed yet.
   ///
   /// @param [in, out] state The stepping state (thread-local cache)
   /// @return true if nothing is missing after this call, false otherwise.
   bool prepareCurvilinearState(State& state) const {
     (void)state;
     return true;
   }
 
   /// Create and return a curvilinear state at the current position
   ///
   ///
   /// @param [in] state State that will be presented as @c CurvilinearState
   /// @param [in] transportCov Flag steering covariance transport
   ///
   /// @return A curvilinear state:
   ///   - the curvilinear parameters at given position
   ///   - the stepweise jacobian towards it
   ///   - and the path length (from start - for ordering)
   BoundState curvilinearState(State& state, bool transportCov = true) const {
     // the convert method invalidates the state (in case it's reused)
     state.state_ready = false;
     // extract state information
     Acts::Vector4 pos4;
     pos4[ePos0] = state.pVector[0];
     pos4[ePos1] = state.pVector[1];
     pos4[ePos2] = state.pVector[2];
     pos4[eTime] = state.pVector[3];
     Acts::Vector3 dir;
     dir[eMom0] = state.pVector[4];
     dir[eMom1] = state.pVector[5];
     dir[eMom2] = state.pVector[6];
     const auto qOverP = state.pVector[7];
 
     std::optional<Covariance> covOpt = std::nullopt;
     if (state.covTransport && transportCov) {
       transportCovarianceToCurvilinear(state);
     }
     if (state.cov != Covariance::Zero()) {
       covOpt = state.cov;
     }
 
     BoundTrackParameters parameters = BoundTrackParameters::createCurvilinear(
         pos4, dir, qOverP, std::move(covOpt), state.particleHypothesis);
 
     Jacobian jacobian(state.jacobian);
 
     return BoundState(std::move(parameters), jacobian.transpose(),
                       state.pathAccumulated);
   }
 
   /// The state update method
   ///
   /// @param [in,out] state The stepper state for
   /// @param [in] parameters The new free track parameters at start
   /// @param [in] boundParams Corresponding bound parameters
   /// @param [in] covariance The updated covariance matrix
   /// @param [in] surface The surface used to update the pVector
   void update(State& state, const FreeVector& parameters,
               const BoundVector& boundParams, const Covariance& covariance,
               const Surface& surface) const {
     Vector3 direction = parameters.template segment<3>(eFreeDir0).normalized();
     state.pVector[0] = parameters[eFreePos0];
     state.pVector[1] = parameters[eFreePos1];
     state.pVector[2] = parameters[eFreePos2];
     state.pVector[3] = parameters[eFreeTime];
     state.pVector[4] = direction.x();
     state.pVector[5] = direction.y();
     state.pVector[6] = direction.z();
     state.pVector[7] = std::copysign(parameters[eFreeQOverP], state.pVector[7]);
 
     // @todo: remove magic numbers - is that the charge ?
     if (std::abs(state.pVector[7]) < .000000000000001) {
       state.pVector[7] < 0. ? state.pVector[7] = -.000000000000001
                             : state.pVector[7] = .000000000000001;
     }
 
     // prepare the jacobian if we have a covariance
     // copy the covariance matrix
 
     Vector3 pos(state.pVector[0], state.pVector[1], state.pVector[2]);
     Vector3 mom(state.pVector[4], state.pVector[5], state.pVector[6]);
 
     double Sf = std::sin(boundParams[eBoundPhi]);
     double Cf = std::cos(boundParams[eBoundPhi]);
     double Se = std::sin(boundParams[eBoundTheta]);
     double Ce = std::cos(boundParams[eBoundTheta]);
 
     const auto transform =
         surface.referenceFrame(state.options.geoContext, pos, mom);
 
     state.pVector[8] = transform(0, eBoundLoc0);
     state.pVector[16] = transform(0, eBoundLoc1);
     state.pVector[24] = 0.;
     state.pVector[32] = 0.;
     state.pVector[40] = 0.;
     state.pVector[48] = 0.;  // dX /
 
     state.pVector[9] = transform(1, eBoundLoc0);
     state.pVector[17] = transform(1, eBoundLoc1);
     state.pVector[25] = 0.;
     state.pVector[33] = 0.;
     state.pVector[41] = 0.;
     state.pVector[49] = 0.;  // dY /
 
     state.pVector[10] = transform(2, eBoundLoc0);
     state.pVector[18] = transform(2, eBoundLoc1);
     state.pVector[26] = 0.;
     state.pVector[34] = 0.;
     state.pVector[42] = 0.;
     state.pVector[50] = 0.;  // dZ /
 
     state.pVector[11] = 0.;
     state.pVector[19] = 0.;
     state.pVector[27] = 0.;
     state.pVector[35] = 0.;
     state.pVector[43] = 0.;
     state.pVector[51] = 1.;  // dT/
 
     state.pVector[12] = 0.;
     state.pVector[20] = 0.;
     state.pVector[28] = -Sf * Se;  // - sin(phi) * cos(theta)
     state.pVector[36] = Cf * Ce;   // cos(phi) * cos(theta)
     state.pVector[44] = 0.;
     state.pVector[52] = 0.;  // dAx/
 
     state.pVector[13] = 0.;
     state.pVector[21] = 0.;
     state.pVector[29] = Cf * Se;  // cos(phi) * sin(theta)
     state.pVector[37] = Sf * Ce;  // sin(phi) * cos(theta)
     state.pVector[45] = 0.;
     state.pVector[53] = 0.;  // dAy/
 
     state.pVector[14] = 0.;
     state.pVector[22] = 0.;
     state.pVector[30] = 0.;
     state.pVector[38] = -Se;  // - sin(theta)
     state.pVector[46] = 0.;
     state.pVector[54] = 0.;  // dAz/
 
     state.pVector[15] = 0.;
     state.pVector[23] = 0.;
     state.pVector[31] = 0.;
     state.pVector[39] = 0.;
     state.pVector[47] = 1.;
     state.pVector[55] = 0.;  // dCM/
 
     state.pVector[56] = 0.;
     state.pVector[57] = 0.;
     state.pVector[58] = 0.;
     state.pVector[59] = 0.;
 
     // special treatment for surface types
     // the disc needs polar coordinate adaptations
     if (surface.type() == Surface::Disc) {
       double lCf = std::cos(boundParams[eBoundLoc1]);
       double lSf = std::sin(boundParams[eBoundLoc1]);
       double Ax[3] = {transform(0, 0), transform(1, 0), transform(2, 0)};
       double Ay[3] = {transform(0, 1), transform(1, 1), transform(2, 1)};
       double d0 = lCf * Ax[0] + lSf * Ay[0];
       double d1 = lCf * Ax[1] + lSf * Ay[1];
       double d2 = lCf * Ax[2] + lSf * Ay[2];
       state.pVector[8] = d0;
       state.pVector[9] = d1;
       state.pVector[10] = d2;
       state.pVector[16] = boundParams[eBoundLoc0] * (lCf * Ay[0] - lSf * Ax[0]);
       state.pVector[17] = boundParams[eBoundLoc0] * (lCf * Ay[1] - lSf * Ax[1]);
       state.pVector[18] = boundParams[eBoundLoc0] * (lCf * Ay[2] - lSf * Ax[2]);
     }
     // the line needs components that relate direction change
     // with global frame change
     if (surface.type() == Surface::Perigee ||
         surface.type() == Surface::Straw) {
       // sticking to the nomenclature of the original RkPropagator
       // - axis pointing along the drift/transverse direction
       double B[3] = {transform(0, 0), transform(1, 0), transform(2, 0)};
       // - axis along the straw
       double A[3] = {transform(0, 1), transform(1, 1), transform(2, 1)};
       // - normal vector of the reference frame
       double C[3] = {transform(0, 2), transform(1, 2), transform(2, 2)};
 
       // projection of direction onto normal vector of reference frame
       double PC = state.pVector[4] * C[0] + state.pVector[5] * C[1] +
                   state.pVector[6] * C[2];
       double Bn = 1. / PC;
 
       double Bx2 = -A[2] * state.pVector[29];
       double Bx3 = A[1] * state.pVector[38] - A[2] * state.pVector[37];
 
       double By2 = A[2] * state.pVector[28];
       double By3 = A[2] * state.pVector[36] - A[0] * state.pVector[38];
 
       double Bz2 = A[0] * state.pVector[29] - A[1] * state.pVector[28];
       double Bz3 = A[0] * state.pVector[37] - A[1] * state.pVector[36];
 
       double B2 = B[0] * Bx2 + B[1] * By2 + B[2] * Bz2;
       double B3 = B[0] * Bx3 + B[1] * By3 + B[2] * Bz3;
 
       Bx2 = (Bx2 - B[0] * B2) * Bn;
       Bx3 = (Bx3 - B[0] * B3) * Bn;
       By2 = (By2 - B[1] * B2) * Bn;
       By3 = (By3 - B[1] * B3) * Bn;
       Bz2 = (Bz2 - B[2] * B2) * Bn;
       Bz3 = (Bz3 - B[2] * B3) * Bn;
 
       //  /dPhi      |     /dThe       |
       state.pVector[24] = Bx2 * boundParams[eBoundLoc0];
       state.pVector[32] = Bx3 * boundParams[eBoundLoc0];  // dX/
       state.pVector[25] = By2 * boundParams[eBoundLoc0];
       state.pVector[33] = By3 * boundParams[eBoundLoc0];  // dY/
       state.pVector[26] = Bz2 * boundParams[eBoundLoc0];
       state.pVector[34] = Bz3 * boundParams[eBoundLoc0];  // dZ/
     }
 
     state.covariance = new BoundSquareMatrix(covariance);
     state.covTransport = true;
     state.useJacobian = true;
 
     // declare the state as ready
     state.state_ready = true;
   }
 
   /// Method to update momentum, direction and p
   ///
   /// @param state The state object
   /// @param uposition the updated position
   /// @param udirection the updated direction
   /// @param qop the updated momentum value
   /// @param time the update time
   void update(State& state, const Vector3& uposition, const Vector3& udirection,
               double qop, double time) const {
     // update the vector
     state.pVector[0] = uposition[0];
     state.pVector[1] = uposition[1];
     state.pVector[2] = uposition[2];
     state.pVector[3] = time;
     state.pVector[4] = udirection[0];
     state.pVector[5] = udirection[1];
     state.pVector[6] = udirection[2];
     state.pVector[7] = qop;
   }
 
   /// Method for on-demand transport of the covariance
   /// to a new curvilinear frame at current  position,
   /// or direction of the state
   ///
   /// @param [in,out] state State of the stepper
   void transportCovarianceToCurvilinear(State& state) const {
     double P[60];
     for (unsigned int i = 0; i < 60; ++i) {
       P[i] = state.pVector[i];
     }
 
     double p = 1. / P[7];
     P[40] *= p;
     P[41] *= p;
     P[42] *= p;
     P[44] *= p;
     P[45] *= p;
     P[46] *= p;
 
     double An = std::sqrt(P[4] * P[4] + P[5] * P[5]);
     double Ax[3];
     if (An != 0.) {
       Ax[0] = -P[5] / An;
       Ax[1] = P[4] / An;
       Ax[2] = 0.;
     } else {
       Ax[0] = 1.;
       Ax[1] = 0.;
       Ax[2] = 0.;
     }
 
     double Ay[3] = {-Ax[1] * P[6], Ax[0] * P[6], An};
     double S[3] = {P[4], P[5], P[6]};
 
     double A = P[4] * S[0] + P[5] * S[1] + P[6] * S[2];
     if (A != 0.) {
       A = 1. / A;
     }
     S[0] *= A;
     S[1] *= A;
     S[2] *= A;
 
     double s0 = P[8] * S[0] + P[9] * S[1] + P[10] * S[2];
     double s1 = P[16] * S[0] + P[17] * S[1] + P[18] * S[2];
     double s2 = P[24] * S[0] + P[25] * S[1] + P[26] * S[2];
     double s3 = P[32] * S[0] + P[33] * S[1] + P[34] * S[2];
     double s4 = P[40] * S[0] + P[41] * S[1] + P[42] * S[2];
 
     P[8] -= (s0 * P[4]);
     P[9] -= (s0 * P[5]);
     P[10] -= (s0 * P[6]);
     P[11] -= (s0 * P[59]);
     P[12] -= (s0 * P[56]);
     P[13] -= (s0 * P[57]);
     P[14] -= (s0 * P[58]);
     P[16] -= (s1 * P[4]);
     P[17] -= (s1 * P[5]);
     P[18] -= (s1 * P[6]);
     P[19] -= (s1 * P[59]);
     P[20] -= (s1 * P[56]);
     P[21] -= (s1 * P[57]);
     P[22] -= (s1 * P[58]);
     P[24] -= (s2 * P[4]);
     P[25] -= (s2 * P[5]);
     P[26] -= (s2 * P[6]);
     P[27] -= (s2 * P[59]);
     P[28] -= (s2 * P[56]);
     P[29] -= (s2 * P[57]);
     P[30] -= (s2 * P[58]);
     P[32] -= (s3 * P[4]);
     P[33] -= (s3 * P[5]);
     P[34] -= (s3 * P[6]);
     P[35] -= (s3 * P[59]);
     P[36] -= (s3 * P[56]);
     P[37] -= (s3 * P[57]);
     P[38] -= (s3 * P[58]);
     P[40] -= (s4 * P[4]);
     P[41] -= (s4 * P[5]);
     P[42] -= (s4 * P[6]);
     P[43] -= (s4 * P[59]);
     P[44] -= (s4 * P[56]);
     P[45] -= (s4 * P[57]);
     P[46] -= (s4 * P[58]);
 
     double P3 = 0, P4 = 0, C = P[4] * P[4] + P[5] * P[5];
     if (C > 1.e-20) {
       C = 1. / C;
       P3 = P[4] * C;
       P4 = P[5] * C;
       C = -sqrt(C);
     } else {
       C = -1.e10;
       P3 = 1.;
       P4 = 0.;
     }
 
     // Jacobian production
     //
     state.jacobian[0] = Ax[0] * P[8] + Ax[1] * P[9];    // dL0/dL0
     state.jacobian[1] = Ax[0] * P[16] + Ax[1] * P[17];  // dL0/dL1
     state.jacobian[2] = Ax[0] * P[24] + Ax[1] * P[25];  // dL0/dPhi
     state.jacobian[3] = Ax[0] * P[32] + Ax[1] * P[33];  // dL0/dThe
     state.jacobian[4] = Ax[0] * P[40] + Ax[1] * P[41];  // dL0/dCM
     state.jacobian[5] = 0.;                             // dL0/dT
 
     state.jacobian[6] = Ay[0] * P[8] + Ay[1] * P[9] + Ay[2] * P[10];  // dL1/dL0
     state.jacobian[7] =
         Ay[0] * P[16] + Ay[1] * P[17] + Ay[2] * P[18];  // dL1/dL1
     state.jacobian[8] =
         Ay[0] * P[24] + Ay[1] * P[25] + Ay[2] * P[26];  // dL1/dPhi
     state.jacobian[9] =
         Ay[0] * P[32] + Ay[1] * P[33] + Ay[2] * P[34];  // dL1/dThe
     state.jacobian[10] =
         Ay[0] * P[40] + Ay[1] * P[41] + Ay[2] * P[42];  // dL1/dCM
     state.jacobian[11] = 0.;                            // dL1/dT
 
     state.jacobian[12] = P3 * P[13] - P4 * P[12];  // dPhi/dL0
     state.jacobian[13] = P3 * P[21] - P4 * P[20];  // dPhi/dL1
     state.jacobian[14] = P3 * P[29] - P4 * P[28];  // dPhi/dPhi
     state.jacobian[15] = P3 * P[37] - P4 * P[36];  // dPhi/dThe
     state.jacobian[16] = P3 * P[45] - P4 * P[44];  // dPhi/dCM
     state.jacobian[17] = 0.;                       // dPhi/dT
 
     state.jacobian[18] = C * P[14];  // dThe/dL0
     state.jacobian[19] = C * P[22];  // dThe/dL1
     state.jacobian[20] = C * P[30];  // dThe/dPhi
     state.jacobian[21] = C * P[38];  // dThe/dThe
     state.jacobian[22] = C * P[46];  // dThe/dCM
     state.jacobian[23] = 0.;         // dThe/dT
 
     state.jacobian[24] = 0.;     // dCM /dL0
     state.jacobian[25] = 0.;     // dCM /dL1
     state.jacobian[26] = 0.;     // dCM /dPhi
     state.jacobian[27] = 0.;     // dCM /dTheta
     state.jacobian[28] = P[47];  // dCM /dCM
     state.jacobian[29] = 0.;     // dCM/dT
 
     state.jacobian[30] = P[11];  // dT/dL0
     state.jacobian[31] = P[19];  // dT/dL1
     state.jacobian[32] = P[27];  // dT/dPhi
     state.jacobian[33] = P[35];  // dT/dThe
     state.jacobian[34] = P[43];  // dT/dCM
     state.jacobian[35] = P[51];  // dT/dT
 
     Eigen::Map<Eigen::Matrix<double, eBoundSize, eBoundSize, Eigen::RowMajor>>
         J(state.jacobian);
     state.cov = J * (*state.covariance) * J.transpose();
   }
 
   /// Method for on-demand transport of the covariance
   /// to a new curvilinear frame at current position,
   /// or direction of the state
   ///
   /// @param [in,out] state State of the stepper
   /// @param [in] surface is the surface to which the covariance is forwarded to
   void transportCovarianceToBound(
       State& state, const Surface& surface,
       const FreeToBoundCorrection& /*freeToBoundCorrection*/ =
           FreeToBoundCorrection(false)) const {
     Acts::Vector3 gp(state.pVector[0], state.pVector[1], state.pVector[2]);
     Acts::Vector3 mom(state.pVector[4], state.pVector[5], state.pVector[6]);
 
     double P[60];
     for (unsigned int i = 0; i < 60; ++i) {
       P[i] = state.pVector[i];
     }
 
     mom /= std::abs(state.pVector[7]);
 
     double p = 1. / state.pVector[7];
     P[40] *= p;
     P[41] *= p;
     P[42] *= p;
     P[44] *= p;
     P[45] *= p;
     P[46] *= p;
 
     const auto fFrame =
         surface.referenceFrame(state.options.geoContext, gp, mom);
 
     double Ax[3] = {fFrame(0, 0), fFrame(1, 0), fFrame(2, 0)};
     double Ay[3] = {fFrame(0, 1), fFrame(1, 1), fFrame(2, 1)};
     double S[3] = {fFrame(0, 2), fFrame(1, 2), fFrame(2, 2)};
 
     // this is the projection of direction onto the local normal vector
     double A = P[4] * S[0] + P[5] * S[1] + P[6] * S[2];
 
     if (A != 0.) {
       A = 1. / A;
     }
 
     S[0] *= A;
     S[1] *= A;
     S[2] *= A;
 
     double s0 = P[8] * S[0] + P[9] * S[1] + P[10] * S[2];
     double s1 = P[16] * S[0] + P[17] * S[1] + P[18] * S[2];
     double s2 = P[24] * S[0] + P[25] * S[1] + P[26] * S[2];
     double s3 = P[32] * S[0] + P[33] * S[1] + P[34] * S[2];
     double s4 = P[40] * S[0] + P[41] * S[1] + P[42] * S[2];
 
     // in case of line-type surfaces - we need to take into account that
     // the reference frame changes with variations of all local
     // parameters
     if (surface.type() == Surface::Straw ||
         surface.type() == Surface::Perigee) {
       // vector from position to center
       double x = P[0] - surface.center(state.options.geoContext).x();
       double y = P[1] - surface.center(state.options.geoContext).y();
       double z = P[2] - surface.center(state.options.geoContext).z();
 
       // this is the projection of the direction onto the local y axis
       double d = P[4] * Ay[0] + P[5] * Ay[1] + P[6] * Ay[2];
 
       // this is cos(beta)
       double a = (1. - d) * (1. + d);
       if (a != 0.) {
         a = 1. / a;  // i.e. 1./(1-d^2)
       }
 
       // that's the modified norm vector
       double X = d * Ay[0] - P[4];  //
       double Y = d * Ay[1] - P[5];  //
       double Z = d * Ay[2] - P[6];  //
 
       // d0 to d1
       double d0 = P[12] * Ay[0] + P[13] * Ay[1] + P[14] * Ay[2];
       double d1 = P[20] * Ay[0] + P[21] * Ay[1] + P[22] * Ay[2];
       double d2 = P[28] * Ay[0] + P[29] * Ay[1] + P[30] * Ay[2];
       double d3 = P[36] * Ay[0] + P[37] * Ay[1] + P[38] * Ay[2];
       double d4 = P[44] * Ay[0] + P[45] * Ay[1] + P[46] * Ay[2];
 
       s0 = (((P[8] * X + P[9] * Y + P[10] * Z) + x * (d0 * Ay[0] - P[12])) +
             (y * (d0 * Ay[1] - P[13]) + z * (d0 * Ay[2] - P[14]))) *
            (-a);
 
       s1 = (((P[16] * X + P[17] * Y + P[18] * Z) + x * (d1 * Ay[0] - P[20])) +
             (y * (d1 * Ay[1] - P[21]) + z * (d1 * Ay[2] - P[22]))) *
            (-a);
       s2 = (((P[24] * X + P[25] * Y + P[26] * Z) + x * (d2 * Ay[0] - P[28])) +
             (y * (d2 * Ay[1] - P[29]) + z * (d2 * Ay[2] - P[30]))) *
            (-a);
       s3 = (((P[32] * X + P[33] * Y + P[34] * Z) + x * (d3 * Ay[0] - P[36])) +
             (y * (d3 * Ay[1] - P[37]) + z * (d3 * Ay[2] - P[38]))) *
            (-a);
       s4 = (((P[40] * X + P[41] * Y + P[42] * Z) + x * (d4 * Ay[0] - P[44])) +
             (y * (d4 * Ay[1] - P[45]) + z * (d4 * Ay[2] - P[46]))) *
            (-a);
     }
 
     P[8] -= (s0 * P[4]);
     P[9] -= (s0 * P[5]);
     P[10] -= (s0 * P[6]);
     P[11] -= (s0 * P[59]);
     P[12] -= (s0 * P[56]);
     P[13] -= (s0 * P[57]);
     P[14] -= (s0 * P[58]);
 
     P[16] -= (s1 * P[4]);
     P[17] -= (s1 * P[5]);
     P[18] -= (s1 * P[6]);
     P[19] -= (s1 * P[59]);
     P[20] -= (s1 * P[56]);
     P[21] -= (s1 * P[57]);
     P[22] -= (s1 * P[58]);
 
     P[24] -= (s2 * P[4]);
     P[25] -= (s2 * P[5]);
     P[26] -= (s2 * P[6]);
     P[27] -= (s2 * P[59]);
     P[28] -= (s2 * P[56]);
     P[29] -= (s2 * P[57]);
     P[30] -= (s2 * P[58]);
 
     P[32] -= (s3 * P[4]);
     P[33] -= (s3 * P[5]);
     P[34] -= (s3 * P[6]);
     P[35] -= (s3 * P[59]);
     P[36] -= (s3 * P[56]);
     P[37] -= (s3 * P[57]);
     P[38] -= (s3 * P[58]);
 
     P[40] -= (s4 * P[4]);
     P[41] -= (s4 * P[5]);
     P[42] -= (s4 * P[6]);
     P[43] -= (s4 * P[59]);
     P[44] -= (s4 * P[56]);
     P[45] -= (s4 * P[57]);
     P[46] -= (s4 * P[58]);
 
     double P3 = 0, P4 = 0, C = P[4] * P[4] + P[5] * P[5];
     if (C > 1.e-20) {
       C = 1. / C;
       P3 = P[4] * C;
       P4 = P[5] * C;
       C = -sqrt(C);
     } else {
       C = -1.e10;
       P3 = 1.;
       P4 = 0.;
     }
 
     double MA[3] = {Ax[0], Ax[1], Ax[2]};
     double MB[3] = {Ay[0], Ay[1], Ay[2]};
     // Jacobian production of transport and to_local
     if (surface.type() == Surface::Disc) {
       // the vector from the disc surface to the p
       const auto& sfc = surface.center(state.options.geoContext);
       double d[3] = {P[0] - sfc(0), P[1] - sfc(1), P[2] - sfc(2)};
       // this needs the transformation to polar coordinates
       double RC = d[0] * Ax[0] + d[1] * Ax[1] + d[2] * Ax[2];
       double RS = d[0] * Ay[0] + d[1] * Ay[1] + d[2] * Ay[2];
       double R2 = RC * RC + RS * RS;
 
       // inverse radius
       double Ri = 1. / sqrt(R2);
       MA[0] = (RC * Ax[0] + RS * Ay[0]) * Ri;
       MA[1] = (RC * Ax[1] + RS * Ay[1]) * Ri;
       MA[2] = (RC * Ax[2] + RS * Ay[2]) * Ri;
       MB[0] = (RC * Ay[0] - RS * Ax[0]) * (Ri = 1. / R2);
       MB[1] = (RC * Ay[1] - RS * Ax[1]) * Ri;
       MB[2] = (RC * Ay[2] - RS * Ax[2]) * Ri;
     }
 
     state.jacobian[0] = MA[0] * P[8] + MA[1] * P[9] + MA[2] * P[10];  // dL0/dL0
     state.jacobian[1] =
         MA[0] * P[16] + MA[1] * P[17] + MA[2] * P[18];  // dL0/dL1
     state.jacobian[2] =
         MA[0] * P[24] + MA[1] * P[25] + MA[2] * P[26];  // dL0/dPhi
     state.jacobian[3] =
         MA[0] * P[32] + MA[1] * P[33] + MA[2] * P[34];  // dL0/dThe
     state.jacobian[4] =
         MA[0] * P[40] + MA[1] * P[41] + MA[2] * P[42];  // dL0/dCM
     state.jacobian[5] = 0.;                             // dL0/dT
 
     state.jacobian[6] = MB[0] * P[8] + MB[1] * P[9] + MB[2] * P[10];  // dL1/dL0
     state.jacobian[7] =
         MB[0] * P[16] + MB[1] * P[17] + MB[2] * P[18];  // dL1/dL1
     state.jacobian[8] =
         MB[0] * P[24] + MB[1] * P[25] + MB[2] * P[26];  // dL1/dPhi
     state.jacobian[9] =
         MB[0] * P[32] + MB[1] * P[33] + MB[2] * P[34];  // dL1/dThe
     state.jacobian[10] =
         MB[0] * P[40] + MB[1] * P[41] + MB[2] * P[42];  // dL1/dCM
     state.jacobian[11] = 0.;                            // dL1/dT
 
     state.jacobian[12] = P3 * P[13] - P4 * P[12];  // dPhi/dL0
     state.jacobian[13] = P3 * P[21] - P4 * P[20];  // dPhi/dL1
     state.jacobian[14] = P3 * P[29] - P4 * P[28];  // dPhi/dPhi
     state.jacobian[15] = P3 * P[37] - P4 * P[36];  // dPhi/dThe
     state.jacobian[16] = P3 * P[45] - P4 * P[44];  // dPhi/dCM
     state.jacobian[17] = 0.;                       // dPhi/dT
 
     state.jacobian[18] = C * P[14];  // dThe/dL0
     state.jacobian[19] = C * P[22];  // dThe/dL1
     state.jacobian[20] = C * P[30];  // dThe/dPhi
     state.jacobian[21] = C * P[38];  // dThe/dThe
     state.jacobian[22] = C * P[46];  // dThe/dCM
     state.jacobian[23] = 0.;         // dThe/dT
 
     state.jacobian[24] = 0.;     // dCM /dL0
     state.jacobian[25] = 0.;     // dCM /dL1
     state.jacobian[26] = 0.;     // dCM /dPhi
     state.jacobian[27] = 0.;     // dCM /dTheta
     state.jacobian[28] = P[47];  // dCM /dCM
     state.jacobian[29] = 0.;     // dCM/dT
 
     state.jacobian[30] = P[11];  // dT/dL0
     state.jacobian[31] = P[19];  // dT/dL1
     state.jacobian[32] = P[27];  // dT/dPhi
     state.jacobian[33] = P[35];  // dT/dThe
     state.jacobian[34] = P[43];  // dT/dCM
     state.jacobian[35] = P[51];  // dT/dT
 
     Eigen::Map<Eigen::Matrix<double, eBoundSize, eBoundSize, Eigen::RowMajor>>
         J(state.jacobian);
     state.cov = J * (*state.covariance) * J.transpose();
   }
 
   /// Perform the actual step on the state
   ///
   /// @param [in,out] state State of the stepper
   /// @param propDir is the direction of propagation
   /// @param material is the optional volume material we are stepping through.
   //         This is simply ignored if `nullptr`.
   /// @return the result of the step
   ///
   /// @note The state contains the desired step size. It can be negative during
   ///       backwards track propagation, and since we're using an adaptive
   ///       algorithm, it can be modified by the stepper class during
   ///       propagation.
   Result<double> step(State& state, Direction propDir,
                       const IVolumeMaterial* material) const {
     (void)material;
 
     // we use h for keeping the nominclature with the original atlas code
     auto h = state.stepSize.value() * propDir;
     bool Jac = state.useJacobian;
 
     double* R = &(state.pVector[0]);  // Coordinates
     double* A = &(state.pVector[4]);  // Directions
     double* sA = &(state.pVector[56]);
     // Invert mometum/2.
     double Pi = 0.5 * state.pVector[7];
     //    double dltm = 0.0002 * .03;
     Vector3 f0, f;
 
     // if new field is required get it
     if (state.newfield) {
       const Vector3 pos(R[0], R[1], R[2]);
       // This is sd.B_first in EigenStepper
       auto fRes = getField(state, pos);
       if (!fRes.ok()) {
         return fRes.error();
       }
       f0 = *fRes;
     } else {
       f0 = state.field;
     }
 
     bool Helix = false;
     // if (std::abs(S) < m_cfg.helixStep) Helix = true;
 
     const auto calcStepSizeScaling =
         [&](const double errorEstimate_) -> double {
       // For details about these values see ATL-SOFT-PUB-2009-001
       constexpr double lower = 0.25;
       constexpr double upper = 4.0;
       // This is given by the order of the Runge-Kutta method
       constexpr double exponent = 0.25;
 
       double x = state.options.stepTolerance / errorEstimate_;
 
       if constexpr (exponent == 0.25) {
         // This is 3x faster than std::pow
         x = std::sqrt(std::sqrt(x));
       } else {
         x = std::pow(x, exponent);
       }
 
       return std::clamp(x, lower, upper);
     };
 
     const auto isErrorTolerable = [&](const double errorEstimate_) {
       // For details about these values see ATL-SOFT-PUB-2009-001
       constexpr double marginFactor = 4.0;
 
       return errorEstimate_ <= marginFactor * state.options.stepTolerance;
     };
 
     double EST = 0;
     double initialH = h;
 
     std::size_t nStepTrials = 0;
     while (h != 0.) {
       nStepTrials++;
 
       // PS2 is h/(2*momentum) in EigenStepper
       double S3 = (1. / 3.) * h, S4 = .25 * h, PS2 = Pi * h;
 
       // First point
       //
       // H0 is (h/(2*momentum) * sd.B_first) in EigenStepper
       double H0[3] = {f0[0] * PS2, f0[1] * PS2, f0[2] * PS2};
       // { A0, B0, C0 } is (h/2 * sd.k1) in EigenStepper
       double A0 = A[1] * H0[2] - A[2] * H0[1];
       double B0 = A[2] * H0[0] - A[0] * H0[2];
       double C0 = A[0] * H0[1] - A[1] * H0[0];
       // { A2, B2, C2 } is (h/2 * sd.k1 + direction) in EigenStepper
       double A2 = A0 + A[0];
       double B2 = B0 + A[1];
       double C2 = C0 + A[2];
       // { A1, B1, C1 } is (h/2 * sd.k1 + 2*direction) in EigenStepper
       double A1 = A2 + A[0];
       double B1 = B2 + A[1];
       double C1 = C2 + A[2];
 
       // Second point
       //
       if (!Helix) {
         // This is pos1 in EigenStepper
         const Vector3 pos(R[0] + A1 * S4, R[1] + B1 * S4, R[2] + C1 * S4);
         // This is sd.B_middle in EigenStepper
         auto fRes = getField(state, pos);
         if (!fRes.ok()) {
           return fRes.error();
         }
         f = *fRes;
       } else {
         f = f0;
       }
 
       // H1 is (h/(2*momentum) * sd.B_middle) in EigenStepper
       double H1[3] = {f[0] * PS2, f[1] * PS2, f[2] * PS2};
       // { A3, B3, C3 } is (direction + h/2 * sd.k2) in EigenStepper
       double A3 = (A[0] + B2 * H1[2]) - C2 * H1[1];
       double B3 = (A[1] + C2 * H1[0]) - A2 * H1[2];
       double C3 = (A[2] + A2 * H1[1]) - B2 * H1[0];
       // { A4, B4, C4 } is (direction + h/2 * sd.k3) in EigenStepper
       double A4 = (A[0] + B3 * H1[2]) - C3 * H1[1];
       double B4 = (A[1] + C3 * H1[0]) - A3 * H1[2];
       double C4 = (A[2] + A3 * H1[1]) - B3 * H1[0];
       // { A5, B5, C5 } is (direction + h * sd.k3) in EigenStepper
       double A5 = 2. * A4 - A[0];
       double B5 = 2. * B4 - A[1];
       double C5 = 2. * C4 - A[2];
 
       // Last point
       //
       if (!Helix) {
         // This is pos2 in EigenStepper
         const Vector3 pos(R[0] + h * A4, R[1] + h * B4, R[2] + h * C4);
         // This is sd.B_last in Eigen stepper
         auto fRes = getField(state, pos);
         if (!fRes.ok()) {
           return fRes.error();
         }
         f = *fRes;
       } else {
         f = f0;
       }
 
       // H2 is (h/(2*momentum) * sd.B_last) in EigenStepper
       double H2[3] = {f[0] * PS2, f[1] * PS2, f[2] * PS2};
       // { A6, B6, C6 } is (h/2 * sd.k4) in EigenStepper
       double A6 = B5 * H2[2] - C5 * H2[1];
       double B6 = C5 * H2[0] - A5 * H2[2];
       double C6 = A5 * H2[1] - B5 * H2[0];
 
       // Test approximation quality on give step and possible step reduction
       //
       // This is (h2 * (sd.k1 - sd.k2 - sd.k3 + sd.k4).template lpNorm<1>())
       // in EigenStepper
       EST = 2. * std::abs(h) *
             (std::abs((A1 + A6) - (A3 + A4)) + std::abs((B1 + B6) - (B3 + B4)) +
              std::abs((C1 + C6) - (C3 + C4)));
       EST = std::max(1e-20, EST);
       if (!isErrorTolerable(EST)) {
         const double stepSizeScaling = calcStepSizeScaling(EST);
         h *= stepSizeScaling;
         // neutralize the sign of h again
         state.stepSize.setAccuracy(h * propDir);
         //        dltm = 0.;
         continue;
       }
 
       //      if (EST < dltm) h *= 2.;
 
       // Parameters calculation
       //
       double A00 = A[0], A11 = A[1], A22 = A[2];
 
       A[0] = 2. * A3 + (A0 + A5 + A6);
       A[1] = 2. * B3 + (B0 + B5 + B6);
       A[2] = 2. * C3 + (C0 + C5 + C6);
 
       double D = (A[0] * A[0] + A[1] * A[1]) + (A[2] * A[2] - 9.);
       double Sl = 2. / h;
       D = (1. / 3.) - ((1. / 648.) * D) * (12. - D);
 
       R[0] += (A2 + A3 + A4) * S3;
       R[1] += (B2 + B3 + B4) * S3;
       R[2] += (C2 + C3 + C4) * S3;
       A[0] *= D;
       A[1] *= D;
       A[2] *= D;
       sA[0] = A6 * Sl;
       sA[1] = B6 * Sl;
       sA[2] = C6 * Sl;
 
       double mass = particleHypothesis(state).mass();
       double momentum = absoluteMomentum(state);
 
       // Evaluate the time propagation
       double dtds = std::sqrt(1 + mass * mass / (momentum * momentum));
       state.pVector[3] += h * dtds;
       state.pVector[59] = dtds;
       state.field = f;
       state.newfield = false;
 
       if (Jac) {
         double dtdl = h * mass * mass * qOverP(state) / dtds;
         state.pVector[43] += dtdl;
 
         // Jacobian calculation
         //
         double* d2A = &state.pVector[28];
         double* d3A = &state.pVector[36];
         double* d4A = &state.pVector[44];
         double d2A0 = H0[2] * d2A[1] - H0[1] * d2A[2];
         double d2B0 = H0[0] * d2A[2] - H0[2] * d2A[0];
         double d2C0 = H0[1] * d2A[0] - H0[0] * d2A[1];
         double d3A0 = H0[2] * d3A[1] - H0[1] * d3A[2];
         double d3B0 = H0[0] * d3A[2] - H0[2] * d3A[0];
         double d3C0 = H0[1] * d3A[0] - H0[0] * d3A[1];
         double d4A0 = (A0 + H0[2] * d4A[1]) - H0[1] * d4A[2];
         double d4B0 = (B0 + H0[0] * d4A[2]) - H0[2] * d4A[0];
         double d4C0 = (C0 + H0[1] * d4A[0]) - H0[0] * d4A[1];
         double d2A2 = d2A0 + d2A[0];
         double d2B2 = d2B0 + d2A[1];
         double d2C2 = d2C0 + d2A[2];
         double d3A2 = d3A0 + d3A[0];
         double d3B2 = d3B0 + d3A[1];
         double d3C2 = d3C0 + d3A[2];
         double d4A2 = d4A0 + d4A[0];
         double d4B2 = d4B0 + d4A[1];
         double d4C2 = d4C0 + d4A[2];
         double d0 = d4A[0] - A00;
         double d1 = d4A[1] - A11;
         double d2 = d4A[2] - A22;
         double d2A3 = (d2A[0] + d2B2 * H1[2]) - d2C2 * H1[1];
         double d2B3 = (d2A[1] + d2C2 * H1[0]) - d2A2 * H1[2];
         double d2C3 = (d2A[2] + d2A2 * H1[1]) - d2B2 * H1[0];
         double d3A3 = (d3A[0] + d3B2 * H1[2]) - d3C2 * H1[1];
         double d3B3 = (d3A[1] + d3C2 * H1[0]) - d3A2 * H1[2];
         double d3C3 = (d3A[2] + d3A2 * H1[1]) - d3B2 * H1[0];
         double d4A3 = ((A3 + d0) + d4B2 * H1[2]) - d4C2 * H1[1];
         double d4B3 = ((B3 + d1) + d4C2 * H1[0]) - d4A2 * H1[2];
         double d4C3 = ((C3 + d2) + d4A2 * H1[1]) - d4B2 * H1[0];
         double d2A4 = (d2A[0] + d2B3 * H1[2]) - d2C3 * H1[1];
         double d2B4 = (d2A[1] + d2C3 * H1[0]) - d2A3 * H1[2];
         double d2C4 = (d2A[2] + d2A3 * H1[1]) - d2B3 * H1[0];
         double d3A4 = (d3A[0] + d3B3 * H1[2]) - d3C3 * H1[1];
         double d3B4 = (d3A[1] + d3C3 * H1[0]) - d3A3 * H1[2];
         double d3C4 = (d3A[2] + d3A3 * H1[1]) - d3B3 * H1[0];
         double d4A4 = ((A4 + d0) + d4B3 * H1[2]) - d4C3 * H1[1];
         double d4B4 = ((B4 + d1) + d4C3 * H1[0]) - d4A3 * H1[2];
         double d4C4 = ((C4 + d2) + d4A3 * H1[1]) - d4B3 * H1[0];
         double d2A5 = 2. * d2A4 - d2A[0];
         double d2B5 = 2. * d2B4 - d2A[1];
         double d2C5 = 2. * d2C4 - d2A[2];
         double d3A5 = 2. * d3A4 - d3A[0];
         double d3B5 = 2. * d3B4 - d3A[1];
         double d3C5 = 2. * d3C4 - d3A[2];
         double d4A5 = 2. * d4A4 - d4A[0];
         double d4B5 = 2. * d4B4 - d4A[1];
         double d4C5 = 2. * d4C4 - d4A[2];
         double d2A6 = d2B5 * H2[2] - d2C5 * H2[1];
         double d2B6 = d2C5 * H2[0] - d2A5 * H2[2];
         double d2C6 = d2A5 * H2[1] - d2B5 * H2[0];
         double d3A6 = d3B5 * H2[2] - d3C5 * H2[1];
         double d3B6 = d3C5 * H2[0] - d3A5 * H2[2];
         double d3C6 = d3A5 * H2[1] - d3B5 * H2[0];
         double d4A6 = d4B5 * H2[2] - d4C5 * H2[1];
         double d4B6 = d4C5 * H2[0] - d4A5 * H2[2];
         double d4C6 = d4A5 * H2[1] - d4B5 * H2[0];
 
         double* dR = &state.pVector[24];
         dR[0] += (d2A2 + d2A3 + d2A4) * S3;
         dR[1] += (d2B2 + d2B3 + d2B4) * S3;
         dR[2] += (d2C2 + d2C3 + d2C4) * S3;
         d2A[0] = ((d2A0 + 2. * d2A3) + (d2A5 + d2A6)) * (1. / 3.);
         d2A[1] = ((d2B0 + 2. * d2B3) + (d2B5 + d2B6)) * (1. / 3.);
         d2A[2] = ((d2C0 + 2. * d2C3) + (d2C5 + d2C6)) * (1. / 3.);
 
         dR = &state.pVector[32];
         dR[0] += (d3A2 + d3A3 + d3A4) * S3;
         dR[1] += (d3B2 + d3B3 + d3B4) * S3;
         dR[2] += (d3C2 + d3C3 + d3C4) * S3;
         d3A[0] = ((d3A0 + 2. * d3A3) + (d3A5 + d3A6)) * (1. / 3.);
         d3A[1] = ((d3B0 + 2. * d3B3) + (d3B5 + d3B6)) * (1. / 3.);
         d3A[2] = ((d3C0 + 2. * d3C3) + (d3C5 + d3C6)) * (1. / 3.);
 
         dR = &state.pVector[40];
         dR[0] += (d4A2 + d4A3 + d4A4) * S3;
         dR[1] += (d4B2 + d4B3 + d4B4) * S3;
         dR[2] += (d4C2 + d4C3 + d4C4) * S3;
         d4A[0] = ((d4A0 + 2. * d4A3) + (d4A5 + d4A6 + A6)) * (1. / 3.);
         d4A[1] = ((d4B0 + 2. * d4B3) + (d4B5 + d4B6 + B6)) * (1. / 3.);
         d4A[2] = ((d4C0 + 2. * d4C3) + (d4C5 + d4C6 + C6)) * (1. / 3.);
       }
 
       break;
     }
 
     state.pathAccumulated += h;
     ++state.nSteps;
     state.nStepTrials += nStepTrials;
 
     const double stepSizeScaling = calcStepSizeScaling(EST);
     const double nextAccuracy = std::abs(h * stepSizeScaling);
     const double previousAccuracy = std::abs(state.stepSize.accuracy());
     const double initialStepLength = std::abs(initialH);
     if (nextAccuracy < initialStepLength || nextAccuracy > previousAccuracy) {
       state.stepSize.setAccuracy(nextAccuracy);
     }
 
     return h;
   }
 
   /// Method that reset the Jacobian to the Identity for when no bound state are
   /// available
   ///
   /// @param [in,out] state State of the stepper
   void setIdentityJacobian(State& state) const {
     state.jacobian[0] = 1.;  // dL0/dL0
     state.jacobian[1] = 0.;  // dL0/dL1
     state.jacobian[2] = 0.;  // dL0/dPhi
     state.jacobian[3] = 0.;  // dL0/dThe
     state.jacobian[4] = 0.;  // dL0/dCM
     state.jacobian[5] = 0.;  // dL0/dT
 
     state.jacobian[6] = 0.;   // dL1/dL0
     state.jacobian[7] = 1.;   // dL1/dL1
     state.jacobian[8] = 0.;   // dL1/dPhi
     state.jacobian[9] = 0.;   // dL1/dThe
     state.jacobian[10] = 0.;  // dL1/dCM
     state.jacobian[11] = 0.;  // dL1/dT
 
     state.jacobian[12] = 0.;  // dPhi/dL0
     state.jacobian[13] = 0.;  // dPhi/dL1
     state.jacobian[14] = 1.;  // dPhi/dPhi
     state.jacobian[15] = 0.;  // dPhi/dThe
     state.jacobian[16] = 0.;  // dPhi/dCM
     state.jacobian[17] = 0.;  // dPhi/dT
 
     state.jacobian[18] = 0.;  // dThe/dL0
     state.jacobian[19] = 0.;  // dThe/dL1
     state.jacobian[20] = 0.;  // dThe/dPhi
     state.jacobian[21] = 1.;  // dThe/dThe
     state.jacobian[22] = 0.;  // dThe/dCM
     state.jacobian[23] = 0.;  // dThe/dT
 
     state.jacobian[24] = 0.;  // dCM /dL0
     state.jacobian[25] = 0.;  // dCM /dL1
     state.jacobian[26] = 0.;  // dCM /dPhi
     state.jacobian[27] = 0.;  // dCM /dTheta
     state.jacobian[28] = 1.;  // dCM /dCM
     state.jacobian[29] = 0.;  // dCM/dT
 
     state.jacobian[30] = 0.;  // dT/dL0
     state.jacobian[31] = 0.;  // dT/dL1
     state.jacobian[32] = 0.;  // dT/dPhi
     state.jacobian[33] = 0.;  // dT/dThe
     state.jacobian[34] = 0.;  // dT/dCM
     state.jacobian[35] = 1.;  // dT/dT
   }
 
  private:
   std::shared_ptr<const MagneticFieldProvider> m_bField;
 
   /// Overstep limit: could/should be dynamic
   double m_overstepLimit = 100 * UnitConstants::um;
 };
 
 }  // namespace Acts

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