feat(GridFire): added weak electron screening

This commit is contained in:
2025-07-01 11:40:03 -04:00
parent 40b28477ed
commit 0c16e81e98
26 changed files with 1408 additions and 444 deletions

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@@ -1,6 +1,9 @@
#pragma once
#include "gridfire/reaction/reaction.h"
#include "gridfire/network.h"
#include "gridfire/screening/screening_abstract.h"
#include "gridfire/screening/screening_types.h"
#include <vector>
#include <unordered_map>
@@ -80,7 +83,7 @@ namespace gridfire {
* @brief Get the list of species in the network.
* @return Vector of Species objects representing all network species.
*/
virtual const std::vector<fourdst::atomic::Species>& getNetworkSpecies() const = 0;
[[nodiscard]] virtual const std::vector<fourdst::atomic::Species>& getNetworkSpecies() const = 0;
/**
* @brief Calculate the right-hand side (dY/dt) and energy generation.
@@ -94,7 +97,7 @@ namespace gridfire {
* time derivatives of all species and the specific nuclear energy generation
* rate for the current state.
*/
virtual StepDerivatives<double> calculateRHSAndEnergy(
[[nodiscard]] virtual StepDerivatives<double> calculateRHSAndEnergy(
const std::vector<double>& Y,
double T9,
double rho
@@ -141,7 +144,7 @@ namespace gridfire {
*
* The Jacobian must have been generated by generateJacobianMatrix() before calling this.
*/
virtual double getJacobianMatrixEntry(
[[nodiscard]] virtual double getJacobianMatrixEntry(
int i,
int j
) const = 0;
@@ -163,7 +166,7 @@ namespace gridfire {
*
* The stoichiometry matrix must have been generated by generateStoichiometryMatrix().
*/
virtual int getStoichiometryMatrixEntry(
[[nodiscard]] virtual int getStoichiometryMatrixEntry(
int speciesIndex,
int reactionIndex
) const = 0;
@@ -180,7 +183,7 @@ namespace gridfire {
* This method computes the net rate at which the given reaction proceeds
* under the current state.
*/
virtual double calculateMolarReactionFlow(
[[nodiscard]] virtual double calculateMolarReactionFlow(
const reaction::Reaction& reaction,
const std::vector<double>& Y,
double T9,
@@ -192,7 +195,7 @@ namespace gridfire {
*
* @return Reference to the LogicalReactionSet containing all reactions.
*/
virtual const reaction::LogicalReactionSet& getNetworkReactions() const = 0;
[[nodiscard]] virtual const reaction::LogicalReactionSet& getNetworkReactions() const = 0;
/**
* @brief Compute timescales for all species in the network.
@@ -205,10 +208,16 @@ namespace gridfire {
* This method estimates the timescale for abundance change of each species,
* which can be used for timestep control, diagnostics, and reaction network culling.
*/
virtual std::unordered_map<fourdst::atomic::Species, double> getSpeciesTimescales(
[[nodiscard]] virtual std::unordered_map<fourdst::atomic::Species, double> getSpeciesTimescales(
const std::vector<double>& Y,
double T9,
double rho
) const = 0;
virtual void update(const NetIn& netIn) = 0;
virtual void setScreeningModel(screening::ScreeningType model) = 0;
[[nodiscard]] virtual screening::ScreeningType getScreeningModel() const = 0;
};
}

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@@ -8,10 +8,13 @@
#include "gridfire/network.h"
#include "gridfire/reaction/reaction.h"
#include "gridfire/engine/engine_abstract.h"
#include "gridfire/screening/screening_abstract.h"
#include "gridfire/screening/screening_types.h"
#include <string>
#include <unordered_map>
#include <vector>
#include <memory>
#include <boost/numeric/ublas/matrix_sparse.hpp>
@@ -120,7 +123,7 @@ namespace gridfire {
*
* @see StepDerivatives
*/
StepDerivatives<double> calculateRHSAndEnergy(
[[nodiscard]] StepDerivatives<double> calculateRHSAndEnergy(
const std::vector<double>& Y,
const double T9,
const double rho
@@ -165,7 +168,7 @@ namespace gridfire {
* This method computes the net rate at which the given reaction proceeds
* under the current state.
*/
double calculateMolarReactionFlow(
[[nodiscard]] double calculateMolarReactionFlow(
const reaction::Reaction& reaction,
const std::vector<double>&Y,
const double T9,
@@ -243,6 +246,8 @@ namespace gridfire {
double rho
) const override;
void update(const NetIn& netIn) override;
/**
* @brief Checks if a given species is involved in the network.
*
@@ -293,6 +298,10 @@ namespace gridfire {
const std::string& filename
) const;
void setScreeningModel(screening::ScreeningType) override;
[[nodiscard]] screening::ScreeningType getScreeningModel() const override;
private:
reaction::LogicalReactionSet m_reactions; ///< Set of REACLIB reactions in the network.
@@ -307,6 +316,9 @@ namespace gridfire {
CppAD::ADFun<double> m_rhsADFun; ///< CppAD function for the right-hand side of the ODE.
screening::ScreeningType m_screeningType = screening::ScreeningType::BARE; ///< Screening type for the reaction network. Default to no screening.
std::unique_ptr<screening::ScreeningModel> m_screeningModel = screening::selectScreeningModel(m_screeningType);
Config& m_config = Config::getInstance();
Constants& m_constants = Constants::getInstance(); ///< Access to physical constants.
quill::Logger* m_logger = LogManager::getInstance().getLogger("log");
@@ -427,7 +439,7 @@ namespace gridfire {
* specific nuclear energy generation rate for the current state.
*/
template<IsArithmeticOrAD T>
StepDerivatives<T> calculateAllDerivatives(
[[nodiscard]] StepDerivatives<T> calculateAllDerivatives(
const std::vector<T> &Y_in,
T T9,
T rho
@@ -445,7 +457,7 @@ namespace gridfire {
* specific nuclear energy generation rate for the current state using
* double precision arithmetic.
*/
StepDerivatives<double> calculateAllDerivatives(
[[nodiscard]] StepDerivatives<double> calculateAllDerivatives(
const std::vector<double>& Y_in,
const double T9,
const double rho
@@ -463,7 +475,7 @@ namespace gridfire {
* specific nuclear energy generation rate for the current state using
* automatic differentiation.
*/
StepDerivatives<ADDouble> calculateAllDerivatives(
[[nodiscard]] StepDerivatives<ADDouble> calculateAllDerivatives(
const std::vector<ADDouble>& Y_in,
const ADDouble &T9,
const ADDouble &rho
@@ -474,6 +486,13 @@ namespace gridfire {
template<IsArithmeticOrAD T>
StepDerivatives<T> GraphEngine::calculateAllDerivatives(
const std::vector<T> &Y_in, T T9, T rho) const {
std::vector<T> screeningFactors = m_screeningModel->calculateScreeningFactors(
m_reactions,
m_networkSpecies,
Y_in,
T9,
rho
);
// --- Setup output derivatives structure ---
StepDerivatives<T> result;
@@ -512,7 +531,7 @@ namespace gridfire {
const auto& reaction = m_reactions[reactionIndex];
// 1. Calculate reaction rate
const T molarReactionFlow = calculateMolarReactionFlow<T>(reaction, Y, T9, rho);
const T molarReactionFlow = screeningFactors[reactionIndex] * calculateMolarReactionFlow<T>(reaction, Y, T9, rho);
// 2. Use the rate to update all relevant species derivatives (dY/dt)
for (size_t speciesIndex = 0; speciesIndex < m_networkSpecies.size(); ++speciesIndex) {

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@@ -1,6 +1,8 @@
#pragma once
#include "gridfire/engine/engine_abstract.h"
#include "engine_view_abstract.h"
#include "gridfire/engine/views/engine_view_abstract.h"
#include "gridfire/screening/screening_abstract.h"
#include "gridfire/screening/screening_types.h"
#include "gridfire/network.h"
#include "fourdst/composition/atomicSpecies.h"
@@ -71,13 +73,13 @@ namespace gridfire {
* @see AdaptiveEngineView::constructSpeciesIndexMap()
* @see AdaptiveEngineView::constructReactionIndexMap()
*/
void update(const NetIn& netIn);
void update(const NetIn& netIn) override;
/**
* @brief Gets the list of active species in the network.
* @return A const reference to the vector of active species.
*/
const std::vector<fourdst::atomic::Species>& getNetworkSpecies() const override;
[[nodiscard]] const std::vector<fourdst::atomic::Species>& getNetworkSpecies() const override;
/**
* @brief Calculates the right-hand side (dY/dt) and energy generation for the active species.
@@ -95,7 +97,7 @@ namespace gridfire {
* @throws std::runtime_error If the AdaptiveEngineView is stale (i.e., `update()` has not been called).
* @see AdaptiveEngineView::update()
*/
StepDerivatives<double> calculateRHSAndEnergy(
[[nodiscard]] StepDerivatives<double> calculateRHSAndEnergy(
const std::vector<double> &Y_culled,
const double T9,
const double rho
@@ -134,7 +136,7 @@ namespace gridfire {
* @throws std::out_of_range If the culled index is out of bounds for the species index map.
* @see AdaptiveEngineView::update()
*/
double getJacobianMatrixEntry(
[[nodiscard]] double getJacobianMatrixEntry(
const int i_culled,
const int j_culled
) const override;
@@ -164,7 +166,7 @@ namespace gridfire {
* @throws std::out_of_range If the culled index is out of bounds for the species or reaction index map.
* @see AdaptiveEngineView::update()
*/
int getStoichiometryMatrixEntry(
[[nodiscard]] int getStoichiometryMatrixEntry(
const int speciesIndex_culled,
const int reactionIndex_culled
) const override;
@@ -184,7 +186,7 @@ namespace gridfire {
* @throws std::runtime_error If the AdaptiveEngineView is stale (i.e., `update()` has not been called).
* @throws std::runtime_error If the reaction is not part of the active reactions in the adaptive engine view.
*/
double calculateMolarReactionFlow(
[[nodiscard]] double calculateMolarReactionFlow(
const reaction::Reaction &reaction,
const std::vector<double> &Y_culled,
double T9,
@@ -196,7 +198,7 @@ namespace gridfire {
*
* @return Reference to the LogicalReactionSet containing all active reactions.
*/
const reaction::LogicalReactionSet& getNetworkReactions() const override;
[[nodiscard]] const reaction::LogicalReactionSet& getNetworkReactions() const override;
/**
* @brief Computes timescales for all active species in the network.
@@ -211,7 +213,7 @@ namespace gridfire {
*
* @throws std::runtime_error If the AdaptiveEngineView is stale (i.e., `update()` has not been called).
*/
std::unordered_map<fourdst::atomic::Species, double> getSpeciesTimescales(
[[nodiscard]] std::unordered_map<fourdst::atomic::Species, double> getSpeciesTimescales(
const std::vector<double> &Y_culled,
double T9,
double rho
@@ -221,7 +223,11 @@ namespace gridfire {
* @brief Gets the base engine.
* @return A const reference to the base engine.
*/
const DynamicEngine& getBaseEngine() const override { return m_baseEngine; }
[[nodiscard]] const DynamicEngine& getBaseEngine() const override { return m_baseEngine; }
void setScreeningModel(screening::ScreeningType model) override;
[[nodiscard]] screening::ScreeningType getScreeningModel() const override;
private:
using Config = fourdst::config::Config;
using LogManager = fourdst::logging::LogManager;
@@ -257,7 +263,7 @@ namespace gridfire {
*
* @see AdaptiveEngineView::update()
*/
std::vector<size_t> constructSpeciesIndexMap() const;
[[nodiscard]] std::vector<size_t> constructSpeciesIndexMap() const;
/**
* @brief Constructs the reaction index map.
@@ -269,7 +275,7 @@ namespace gridfire {
*
* @see AdaptiveEngineView::update()
*/
std::vector<size_t> constructReactionIndexMap() const;
[[nodiscard]] std::vector<size_t> constructReactionIndexMap() const;
/**
* @brief Maps a vector of culled abundances to a vector of full abundances.
@@ -278,7 +284,7 @@ namespace gridfire {
* @return A vector of abundances for the full network, with the abundances of the active
* species copied from the culled vector.
*/
std::vector<double> mapCulledToFull(const std::vector<double>& culled) const;
[[nodiscard]] std::vector<double> mapCulledToFull(const std::vector<double>& culled) const;
/**
* @brief Maps a vector of full abundances to a vector of culled abundances.
@@ -287,7 +293,7 @@ namespace gridfire {
* @return A vector of abundances for the active species, with the abundances of the active
* species copied from the full vector.
*/
std::vector<double> mapFullToCulled(const std::vector<double>& full) const;
[[nodiscard]] std::vector<double> mapFullToCulled(const std::vector<double>& full) const;
/**
* @brief Maps a culled species index to a full species index.
@@ -297,7 +303,7 @@ namespace gridfire {
*
* @throws std::out_of_range If the culled index is out of bounds for the species index map.
*/
size_t mapCulledToFullSpeciesIndex(size_t culledSpeciesIndex) const;
[[nodiscard]] size_t mapCulledToFullSpeciesIndex(size_t culledSpeciesIndex) const;
/**
* @brief Maps a culled reaction index to a full reaction index.
@@ -307,7 +313,7 @@ namespace gridfire {
*
* @throws std::out_of_range If the culled index is out of bounds for the reaction index map.
*/
size_t mapCulledToFullReactionIndex(size_t culledReactionIndex) const;
[[nodiscard]] size_t mapCulledToFullReactionIndex(size_t culledReactionIndex) const;
/**
* @brief Validates that the AdaptiveEngineView is not stale.
@@ -320,10 +326,10 @@ namespace gridfire {
const NetIn& netIn,
std::vector<double>& out_Y_Full
) const;
std::unordered_set<fourdst::atomic::Species> findReachableSpecies(
[[nodiscard]] std::unordered_set<fourdst::atomic::Species> findReachableSpecies(
const NetIn& netIn
) const;
std::vector<const reaction::LogicalReaction*> cullReactionsByFlow(
[[nodiscard]] std::vector<const reaction::LogicalReaction*> cullReactionsByFlow(
const std::vector<ReactionFlow>& allFlows,
const std::unordered_set<fourdst::atomic::Species>& reachableSpecies,
const std::vector<double>& Y_full,

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@@ -1,7 +1,9 @@
#pragma once
#include "engine_view_abstract.h"
#include "../engine_abstract.h"
#include "gridfire/engine/views/engine_view_abstract.h"
#include "gridfire/engine/engine_abstract.h"
#include "gridfire/io/network_file.h"
#include "gridfire/network.h"
#include "fourdst/config/config.h"
#include "fourdst/logging/logging.h"
@@ -13,7 +15,11 @@
namespace gridfire{
class FileDefinedEngineView final: public DynamicEngine, public EngineView<DynamicEngine> {
public:
explicit FileDefinedEngineView(DynamicEngine& baseEngine, const std::string& fileName);
explicit FileDefinedEngineView(
DynamicEngine& baseEngine,
const std::string& fileName,
const io::NetworkFileParser& parser
);
// --- EngineView Interface ---
const DynamicEngine& getBaseEngine() const override;
@@ -53,6 +59,14 @@ namespace gridfire{
const double T9,
const double rho
) const override;
void update(const NetIn &netIn) override;
void setNetworkFile(const std::string& fileName);
void setScreeningModel(screening::ScreeningType model) override;
[[nodiscard]] screening::ScreeningType getScreeningModel() const override;
private:
using Config = fourdst::config::Config;
using LogManager = fourdst::logging::LogManager;
@@ -60,12 +74,17 @@ namespace gridfire{
quill::Logger* m_logger = LogManager::getInstance().getLogger("log");
DynamicEngine& m_baseEngine;
std::string m_fileName; ///< Name of the file defining the reaction set considered by the engine view.
const io::NetworkFileParser& m_parser; ///< Parser for the network file.
std::vector<fourdst::atomic::Species> m_activeSpecies; ///< Active species in the defined engine.
reaction::LogicalReactionSet m_activeReactions; ///< Active reactions in the defined engine.
std::vector<size_t> m_speciesIndexMap; ///< Maps indices of active species to indices in the full network.
std::vector<size_t> m_reactionIndexMap; ///< Maps indices of active reactions to indices in the full network.
bool m_isStale = true;
private:
void buildFromFile(const std::string& fileName);
@@ -100,7 +119,7 @@ namespace gridfire{
* @return A vector of abundances for the full network, with the abundances of the active
* species copied from the culled vector.
*/
std::vector<double> mapCulledToFull(const std::vector<double>& culled) const;
std::vector<double> mapViewToFull(const std::vector<double>& culled) const;
/**
* @brief Maps a vector of full abundances to a vector of culled abundances.
@@ -109,7 +128,7 @@ namespace gridfire{
* @return A vector of abundances for the active species, with the abundances of the active
* species copied from the full vector.
*/
std::vector<double> mapFullToCulled(const std::vector<double>& full) const;
std::vector<double> mapFullToView(const std::vector<double>& full) const;
/**
* @brief Maps a culled species index to a full species index.
@@ -119,7 +138,7 @@ namespace gridfire{
*
* @throws std::out_of_range If the culled index is out of bounds for the species index map.
*/
size_t mapCulledToFullSpeciesIndex(size_t culledSpeciesIndex) const;
size_t mapViewToFullSpeciesIndex(size_t culledSpeciesIndex) const;
/**
* @brief Maps a culled reaction index to a full reaction index.
@@ -129,7 +148,8 @@ namespace gridfire{
*
* @throws std::out_of_range If the culled index is out of bounds for the reaction index map.
*/
size_t mapCulledToFullReactionIndex(size_t culledReactionIndex) const;
size_t mapViewToFullReactionIndex(size_t culledReactionIndex) const;
void validateNetworkState() const;
};
}

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@@ -0,0 +1,48 @@
#pragma once
#include "fourdst/config/config.h"
#include "fourdst/logging/logging.h"
#include "quill/Logger.h"
#include <string>
#include <vector>
namespace gridfire::io {
struct ParsedNetworkData {
std::vector<std::string> reactionPENames;
};
class NetworkFileParser {
public:
virtual ~NetworkFileParser() = default;
[[nodiscard]] virtual ParsedNetworkData parse(const std::string& filename) const = 0;
};
class SimpleReactionListFileParser final : public NetworkFileParser {
public:
explicit SimpleReactionListFileParser();
ParsedNetworkData parse(const std::string& filename) const override;
private:
using Config = fourdst::config::Config;
using LogManager = fourdst::logging::LogManager;
Config& m_config = Config::getInstance();
quill::Logger* m_logger = LogManager::getInstance().getLogger("log");
};
class MESANetworkFileParser final : public NetworkFileParser {
public:
explicit MESANetworkFileParser(const std::string& filename);
ParsedNetworkData parse(const std::string& filename) const override;
private:
using Config = fourdst::config::Config;
using LogManager = fourdst::logging::LogManager;
Config& m_config = Config::getInstance();
quill::Logger* m_logger = LogManager::getInstance().getLogger("log");
std::string m_filename;
};
}

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@@ -11,6 +11,7 @@
#include "cppad/cppad.hpp"
#include "xxhash64.h"
/**
* @file reaction.h
@@ -252,6 +253,10 @@ namespace gridfire::reaction {
*/
[[nodiscard]] uint64_t hash(uint64_t seed = 0) const;
friend std::ostream& operator<<(std::ostream& os, const Reaction& r) {
return os << "(Reaction:" << r.m_id << ")";
}
protected:
quill::Logger* m_logger = fourdst::logging::LogManager::getInstance().getLogger("log");
std::string m_id; ///< Unique identifier for the reaction (e.g., "h1+h1=>h2+e+nu").
@@ -288,162 +293,6 @@ namespace gridfire::reaction {
}
};
/**
* @class ReactionSet
* @brief A collection of Reaction objects.
*
* This class manages a set of individual `Reaction` objects, providing
* efficient lookup by ID and functionality to query the entire set.
*
* Example:
* @code
* ReactionSet my_set({reaction1, reaction2});
* my_set.add_reaction(reaction3);
* if (my_set.contains("h1(p,g)h2")) {
* const Reaction& r = my_set["h1(p,g)h2"];
* }
* @endcode
*/
class ReactionSet {
public:
/**
* @brief Constructs a ReactionSet from a vector of reactions.
* @param reactions The initial vector of Reaction objects.
*/
explicit ReactionSet(std::vector<Reaction> reactions);
/**
* @brief Copy constructor.
* @param other The ReactionSet to copy.
*/
ReactionSet(const ReactionSet& other);
/**
* @brief Copy assignment operator.
* @param other The ReactionSet to assign from.
* @return A reference to this ReactionSet.
*/
ReactionSet& operator=(const ReactionSet& other);
/**
* @brief Virtual destructor.
*/
virtual ~ReactionSet() = default;
/**
* @brief Adds a reaction to the set.
* @param reaction The Reaction to add.
*/
virtual void add_reaction(Reaction reaction);
/**
* @brief Removes a reaction from the set.
* @param reaction The Reaction to remove.
*/
virtual void remove_reaction(const Reaction& reaction);
/**
* @brief Checks if the set contains a reaction with the given ID.
* @param id The ID of the reaction to find.
* @return True if the reaction is in the set, false otherwise.
*/
[[nodiscard]] bool contains(const std::string_view& id) const;
/**
* @brief Checks if the set contains the given reaction.
* @param reaction The Reaction to find.
* @return True if the reaction is in the set, false otherwise.
*/
[[nodiscard]] bool contains(const Reaction& reaction) const;
/**
* @brief Gets the number of reactions in the set.
* @return The size of the set.
*/
[[nodiscard]] virtual size_t size() const { return m_reactions.size(); }
/**
* @brief Removes all reactions from the set.
*/
void clear();
/**
* @brief Checks if any reaction in the set involves the given species.
* @param species The species to check for.
* @return True if the species is involved in any reaction.
*/
[[nodiscard]] bool contains_species(const fourdst::atomic::Species& species) const;
/**
* @brief Checks if any reaction in the set contains the given species as a reactant.
* @param species The species to check for.
* @return True if the species is a reactant in any reaction.
*/
[[nodiscard]] bool contains_reactant(const fourdst::atomic::Species& species) const;
/**
* @brief Checks if any reaction in the set contains the given species as a product.
* @param species The species to check for.
* @return True if the species is a product in any reaction.
*/
[[nodiscard]] bool contains_product(const fourdst::atomic::Species& species) const;
/**
* @brief Accesses a reaction by its index.
* @param index The index of the reaction to access.
* @return A const reference to the Reaction.
* @throws std::out_of_range if the index is out of bounds.
*/
[[nodiscard]] virtual const Reaction& operator[](size_t index) const;
/**
* @brief Accesses a reaction by its ID.
* @param id The ID of the reaction to access.
* @return A const reference to the Reaction.
* @throws std::out_of_range if no reaction with the given ID exists.
*/
[[nodiscard]] const Reaction& operator[](const std::string_view& id) const;
/**
* @brief Compares this set with another for equality.
* @param other The other ReactionSet to compare with.
* @return True if the sets are equal (same size and hash).
*/
bool operator==(const ReactionSet& other) const;
/**
* @brief Compares this set with another for inequality.
* @param other The other ReactionSet to compare with.
* @return True if the sets are not equal.
*/
bool operator!=(const ReactionSet& other) const;
/**
* @brief Computes a hash for the entire set.
* @param seed The seed for the hash function.
* @return A 64-bit hash value.
* @details The algorithm computes the hash of each individual reaction,
* sorts the hashes, and then computes a final hash over the sorted list
* of hashes. This ensures the hash is order-independent.
*/
[[nodiscard]] uint64_t hash(uint64_t seed = 0) const;
/** @name Iterators
* Provides iterators to loop over the reactions in the set.
*/
///@{
auto begin() { return m_reactions.begin(); }
[[nodiscard]] auto begin() const { return m_reactions.cbegin(); }
auto end() { return m_reactions.end(); }
[[nodiscard]] auto end() const { return m_reactions.cend(); }
///@}
private:
quill::Logger* m_logger = fourdst::logging::LogManager::getInstance().getLogger("log");
std::vector<Reaction> m_reactions;
std::string m_id;
std::unordered_map<std::string, Reaction> m_reactionNameMap; ///< Maps reaction IDs to Reaction objects for quick lookup.
};
/**
@@ -508,6 +357,12 @@ namespace gridfire::reaction {
auto end() { return m_rates.end(); }
[[nodiscard]] auto end() const { return m_rates.cend(); }
///@}
///
friend std::ostream& operator<<(std::ostream& os, const LogicalReaction& r) {
os << "(LogicalReaction: " << r.id() << ", reverse: " << r.is_reverse() << ")";
return os;
}
private:
std::vector<std::string> m_sources; ///< List of source labels.
@@ -543,31 +398,128 @@ namespace gridfire::reaction {
}
};
/**
* @class LogicalReactionSet
* @brief A collection of LogicalReaction objects.
*
* This class takes a `ReactionSet` and groups individual `Reaction` objects
* into `LogicalReaction` objects based on their `peName`. This provides a
* view of the network where all rates for the same physical process are combined.
*/
class LogicalReactionSet final : public ReactionSet {
template <typename ReactionT>
class TemplatedReactionSet final {
public:
/**
* @brief Deleted default constructor.
* @brief Constructs a ReactionSet from a vector of reactions.
* @param reactions The initial vector of Reaction objects.
*/
LogicalReactionSet() = delete;
explicit TemplatedReactionSet(std::vector<ReactionT> reactions);
/**
* @brief Constructs a LogicalReactionSet from a ReactionSet.
* @param reactionSet The set of individual reactions to group.
* @details This constructor iterates through the provided `ReactionSet`,
* groups reactions by their `peName`, and creates a `LogicalReaction` for each group.
* @brief Copy constructor.
* @param other The ReactionSet to copy.
*/
explicit LogicalReactionSet(const ReactionSet& reactionSet);
TemplatedReactionSet(const TemplatedReactionSet<ReactionT>& other);
/**
* @brief Copy assignment operator.
* @param other The ReactionSet to assign from.
* @return A reference to this ReactionSet.
*/
TemplatedReactionSet<ReactionT>& operator=(const TemplatedReactionSet<ReactionT>& other);
/**
* @brief Adds a reaction to the set.
* @param reaction The Reaction to add.
*/
void add_reaction(ReactionT reaction);
/**
* @brief Removes a reaction from the set.
* @param reaction The Reaction to remove.
*/
void remove_reaction(const ReactionT& reaction);
/**
* @brief Checks if the set contains a reaction with the given ID.
* @param id The ID of the reaction to find.
* @return True if the reaction is in the set, false otherwise.
*/
[[nodiscard]] bool contains(const std::string_view& id) const;
/**
* @brief Checks if the set contains the given reaction.
* @param reaction The Reaction to find.
* @return True if the reaction is in the set, false otherwise.
*/
[[nodiscard]] bool contains(const Reaction& reaction) const;
/**
* @brief Gets the number of reactions in the set.
* @return The size of the set.
*/
[[nodiscard]] size_t size() const { return m_reactions.size(); }
/**
* @brief Removes all reactions from the set.
*/
void clear();
/**
* @brief Checks if any reaction in the set involves the given species.
* @param species The species to check for.
* @return True if the species is involved in any reaction.
*/
[[nodiscard]] bool contains_species(const fourdst::atomic::Species& species) const;
/**
* @brief Checks if any reaction in the set contains the given species as a reactant.
* @param species The species to check for.
* @return True if the species is a reactant in any reaction.
*/
[[nodiscard]] bool contains_reactant(const fourdst::atomic::Species& species) const;
/**
* @brief Checks if any reaction in the set contains the given species as a product.
* @param species The species to check for.
* @return True if the species is a product in any reaction.
*/
[[nodiscard]] bool contains_product(const fourdst::atomic::Species& species) const;
/**
* @brief Accesses a reaction by its index.
* @param index The index of the reaction to access.
* @return A const reference to the Reaction.
* @throws std::out_of_range if the index is out of bounds.
*/
[[nodiscard]] const ReactionT& operator[](size_t index) const;
/**
* @brief Accesses a reaction by its ID.
* @param id The ID of the reaction to access.
* @return A const reference to the Reaction.
* @throws std::out_of_range if no reaction with the given ID exists.
*/
[[nodiscard]] const ReactionT& operator[](const std::string_view& id) const;
/**
* @brief Compares this set with another for equality.
* @param other The other ReactionSet to compare with.
* @return True if the sets are equal (same size and hash).
*/
bool operator==(const TemplatedReactionSet& other) const;
/**
* @brief Compares this set with another for inequality.
* @param other The other ReactionSet to compare with.
* @return True if the sets are not equal.
*/
bool operator!=(const TemplatedReactionSet& other) const;
/**
* @brief Computes a hash for the entire set.
* @param seed The seed for the hash function.
* @return A 64-bit hash value.
* @details The algorithm computes the hash of each individual reaction,
* sorts the hashes, and then computes a final hash over the sorted list
* of hashes. This ensures the hash is order-independent.
*/
[[nodiscard]] uint64_t hash(uint64_t seed = 0) const;
/** @name Iterators
* Provides iterators to loop over the logical reactions in the set.
* Provides iterators to loop over the reactions in the set.
*/
///@{
auto begin() { return m_reactions.begin(); }
@@ -575,25 +527,208 @@ namespace gridfire::reaction {
auto end() { return m_reactions.end(); }
[[nodiscard]] auto end() const { return m_reactions.cend(); }
///@}
///
friend std::ostream& operator<<(std::ostream& os, const TemplatedReactionSet<ReactionT>& r) {
os << "(ReactionSet: [";
int counter = 0;
for (const auto& reaction : r.m_reactions) {
os << reaction;
if (counter < r.m_reactions.size() - 2) {
os << ", ";
} else if (counter == r.m_reactions.size() - 2) {
os << " and ";
}
++counter;
}
os << "])";
return os;
}
/**
* @brief Gets the number of logical reactions in the set.
* @return The size of the set.
*/
[[nodiscard]] size_t size() const { return m_reactions.size(); }
/**
* @brief Accesses a logical reaction by its index.
* @param index The index of the logical reaction.
* @return A const reference to the LogicalReaction.
*/
[[nodiscard]] const LogicalReaction& operator[](size_t index) const { return m_reactions[index]; }
[[nodiscard]] std::unordered_set<fourdst::atomic::Species> getReactionSetSpecies() const;
private:
quill::Logger* m_logger = fourdst::logging::LogManager::getInstance().getLogger("log");
std::vector<LogicalReaction> m_reactions;
std::vector<ReactionT> m_reactions;
std::string m_id;
std::unordered_map<std::string, LogicalReaction> m_reactionNameMap; ///< Maps reaction IDs to LogicalReaction objects for quick lookup.
std::unordered_map<std::string, ReactionT> m_reactionNameMap; ///< Maps reaction IDs to Reaction objects for quick lookup.
};
using ReactionSet = TemplatedReactionSet<Reaction>; ///< A set of reactions, typically from a single source like REACLIB.
using LogicalReactionSet = TemplatedReactionSet<LogicalReaction>; ///< A set of logical reactions.
LogicalReactionSet packReactionSetToLogicalReactionSet(const ReactionSet& reactionSet);
template <typename ReactionT>
TemplatedReactionSet<ReactionT>::TemplatedReactionSet(
std::vector<ReactionT> reactions
) :
m_reactions(std::move(reactions)) {
if (m_reactions.empty()) {
return; // Case where the reactions will be added later.
}
m_reactionNameMap.reserve(reactions.size());
for (const auto& reaction : m_reactions) {
m_id += reaction.id();
m_reactionNameMap.emplace(reaction.id(), reaction);
}
}
template <typename ReactionT>
TemplatedReactionSet<ReactionT>::TemplatedReactionSet(const TemplatedReactionSet<ReactionT> &other) {
m_reactions.reserve(other.m_reactions.size());
for (const auto& reaction_ptr: other.m_reactions) {
m_reactions.push_back(reaction_ptr);
}
m_reactionNameMap.reserve(other.m_reactionNameMap.size());
for (const auto& reaction_ptr : m_reactions) {
m_reactionNameMap.emplace(reaction_ptr.id(), reaction_ptr);
}
}
template <typename ReactionT>
TemplatedReactionSet<ReactionT>& TemplatedReactionSet<ReactionT>::operator=(const TemplatedReactionSet<ReactionT> &other) {
if (this != &other) {
TemplatedReactionSet temp(other);
std::swap(m_reactions, temp.m_reactions);
std::swap(m_reactionNameMap, temp.m_reactionNameMap);
}
return *this;
}
template <typename ReactionT>
void TemplatedReactionSet<ReactionT>::add_reaction(ReactionT reaction) {
m_reactions.emplace_back(reaction);
m_id += m_reactions.back().id();
m_reactionNameMap.emplace(m_reactions.back().id(), m_reactions.back());
}
template <typename ReactionT>
void TemplatedReactionSet<ReactionT>::remove_reaction(const ReactionT& reaction) {
if (!m_reactionNameMap.contains(std::string(reaction.id()))) {
return;
}
m_reactionNameMap.erase(std::string(reaction.id()));
std::erase_if(m_reactions, [&reaction](const Reaction& r) {
return r == reaction;
});
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::contains(const std::string_view& id) const {
for (const auto& reaction : m_reactions) {
if (reaction.id() == id) {
return true;
}
}
return false;
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::contains(const Reaction& reaction) const {
for (const auto& r : m_reactions) {
if (r == reaction) {
return true;
}
}
return false;
}
template <typename ReactionT>
void TemplatedReactionSet<ReactionT>::clear() {
m_reactions.clear();
m_reactionNameMap.clear();
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::contains_species(const fourdst::atomic::Species& species) const {
for (const auto& reaction : m_reactions) {
if (reaction.contains(species)) {
return true;
}
}
return false;
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::contains_reactant(const fourdst::atomic::Species& species) const {
for (const auto& r : m_reactions) {
if (r.contains_reactant(species)) {
return true;
}
}
return false;
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::contains_product(const fourdst::atomic::Species& species) const {
for (const auto& r : m_reactions) {
if (r.contains_product(species)) {
return true;
}
}
return false;
}
template <typename ReactionT>
const ReactionT& TemplatedReactionSet<ReactionT>::operator[](const size_t index) const {
if (index >= m_reactions.size()) {
m_logger -> flush_log();
throw std::out_of_range("Index" + std::to_string(index) + " out of range for ReactionSet of size " + std::to_string(m_reactions.size()) + ".");
}
return m_reactions[index];
}
template <typename ReactionT>
const ReactionT& TemplatedReactionSet<ReactionT>::operator[](const std::string_view& id) const {
if (auto it = m_reactionNameMap.find(std::string(id)); it != m_reactionNameMap.end()) {
return it->second;
}
m_logger -> flush_log();
throw std::out_of_range("Species " + std::string(id) + " does not exist in ReactionSet.");
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::operator==(const TemplatedReactionSet<ReactionT>& other) const {
if (size() != other.size()) {
return false;
}
return hash() == other.hash();
}
template <typename ReactionT>
bool TemplatedReactionSet<ReactionT>::operator!=(const TemplatedReactionSet<ReactionT>& other) const {
return !(*this == other);
}
template <typename ReactionT>
uint64_t TemplatedReactionSet<ReactionT>::hash(uint64_t seed) const {
if (m_reactions.empty()) {
return XXHash64::hash(nullptr, 0, seed);
}
std::vector<uint64_t> individualReactionHashes;
individualReactionHashes.reserve(m_reactions.size());
for (const auto& reaction : m_reactions) {
individualReactionHashes.push_back(reaction.hash(seed));
}
std::ranges::sort(individualReactionHashes);
const auto data = static_cast<const void*>(individualReactionHashes.data());
const size_t sizeInBytes = individualReactionHashes.size() * sizeof(uint64_t);
return XXHash64::hash(data, sizeInBytes, seed);
}
template<typename ReactionT>
std::unordered_set<fourdst::atomic::Species> TemplatedReactionSet<ReactionT>::getReactionSetSpecies() const {
std::unordered_set<fourdst::atomic::Species> species;
for (const auto& reaction : m_reactions) {
const auto reactionSpecies = reaction.all_species();
species.insert(reactionSpecies.begin(), reactionSpecies.end());
}
return species;
}
}

View File

@@ -0,0 +1,33 @@
#pragma once
#include "gridfire/reaction/reaction.h"
#include "fourdst/composition/atomicSpecies.h"
#include "cppad/cppad.hpp"
#include <vector>
namespace gridfire::screening {
class ScreeningModel {
public:
using ADDouble = CppAD::AD<double>;
virtual ~ScreeningModel() = default;
virtual std::vector<double> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<double>& Y,
const double T9,
const double rho
) const = 0;
virtual std::vector<ADDouble> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<ADDouble>& Y,
const ADDouble T9,
const ADDouble rho
) const = 0;
};
}

View File

@@ -0,0 +1,48 @@
#pragma once
#include "gridfire/screening/screening_abstract.h"
#include "gridfire/reaction/reaction.h"
#include "cppad/cppad.hpp"
namespace gridfire::screening {
class BareScreeningModel final : public ScreeningModel {
using ADDouble = CppAD::AD<double>;
public:
[[nodiscard]] std::vector<double> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<double>& Y,
const double T9,
const double rho
) const override;
[[nodiscard]] std::vector<ADDouble> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<ADDouble>& Y,
const ADDouble T9,
const ADDouble rho
) const override;
private:
template <typename T>
[[nodiscard]] std::vector<T> calculateFactors_impl(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<T>& Y,
const T T9,
const T rho
) const;
};
template<typename T>
std::vector<T> BareScreeningModel::calculateFactors_impl(
const reaction::LogicalReactionSet &reactions,
const std::vector<fourdst::atomic::Species> &species,
const std::vector<T> &Y,
const T T9,
const T rho
) const {
return std::vector<T>(reactions.size(), T(1.0)); // Bare screening returns 1.0 for all reactions
}
}

View File

@@ -0,0 +1,14 @@
#pragma once
#include "gridfire/screening/screening_abstract.h"
#include <memory>
namespace gridfire::screening {
enum class ScreeningType {
BARE, ///< No screening applied
WEAK, ///< Weak screening model
};
std::unique_ptr<ScreeningModel> selectScreeningModel(ScreeningType type);
}

View File

@@ -0,0 +1,117 @@
#pragma once
#include "gridfire/screening/screening_abstract.h"
#include "gridfire/reaction/reaction.h"
#include "fourdst/logging/logging.h"
#include "quill/Logger.h"
#include "quill/LogMacros.h"
#include "cppad/cppad.hpp"
namespace gridfire::screening {
class WeakScreeningModel final : public ScreeningModel {
public:
[[nodiscard]] std::vector<double> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<double>& Y,
const double T9,
const double rho
) const override;
[[nodiscard]] std::vector<CppAD::AD<double>> calculateScreeningFactors(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<CppAD::AD<double>>& Y,
const CppAD::AD<double> T9,
const CppAD::AD<double> rho
) const override;
private:
quill::Logger* m_logger = fourdst::logging::LogManager::getInstance().getLogger("log");
private:
template <typename T>
[[nodiscard]] std::vector<T> calculateFactors_impl(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<T>& Y,
const T T9,
const T rho
) const;
};
template <typename T>
std::vector<T> WeakScreeningModel::calculateFactors_impl(
const reaction::LogicalReactionSet& reactions,
const std::vector<fourdst::atomic::Species>& species,
const std::vector<T>& Y,
const T T9,
const T rho
) const {
LOG_TRACE_L1(
m_logger,
"Calculating weak screening factors for {} reactions...",
reactions.size()
);
// --- CppAD Safe low temp checking ---
const T zero(0.0);
const T one(1.0);
const T low_temp_threshold(1e-9);
const T low_T_flag = CppAD::CondExpLt(T9, low_temp_threshold, zero, one);
// --- Calculate composition-dependent terms ---
// ζ = ∑(Z_i^2 + Z_i) * X_i / A_i
// This simplifies somewhat to ζ = ∑ (Z_i^2 + Z_i) * Y_i
// Where Y_i is the molar abundance (mol/g)
T zeta(0.0);
for (size_t i = 0; i < species.size(); ++i) {
const T Z = species[i].m_z;
zeta += (Z * Z + Z) * Y[i];
}
// --- Constant prefactors ---
const T T7 = T9 * static_cast<T>(100.00);
const T T7_safe = CppAD::CondExpLe(T7, low_temp_threshold, low_temp_threshold, T7);
const T prefactor = static_cast<T>(0.188) * CppAD::sqrt(rho / (T7_safe * T7_safe * T7_safe)) * CppAD::sqrt(zeta);
// --- Loop through reactions and calculate screening factors for each ---
std::vector<T> factors;
factors.reserve(reactions.size());
for (const auto& reaction : reactions) {
T H_12(0.0); // screening abundance term
const auto& reactants = reaction.reactants();
const bool isTripleAlpha = (
reactants.size() == 3 &&
reactants[0].m_z == 2 &&
reactants[1].m_z == 2 &&
reactants[2].m_z == 2 &&
reactants[0] == reactants[1] &&
reactants[1] == reactants[2]
);
if (reactants.size() == 2) {
LOG_TRACE_L3(m_logger, "Calculating screening factor for reaction: {}", reaction.peName());
const T Z1 = static_cast<T>(reactants[0].m_z);
const T Z2 = static_cast<T>(reactants[1].m_z);
H_12 = prefactor * Z1 * Z2;
}
else if (isTripleAlpha) {
LOG_TRACE_L3(m_logger, "Special case for triple alpha process in reaction: {}", reaction.peName());
// Special case for triple alpha process
const T Z_alpha = static_cast<T>(2.0);
const T H_alpha_alpha = prefactor * Z_alpha * Z_alpha;
H_12 = static_cast<T>(3.0) * H_alpha_alpha; // Triple alpha process
}
// For 1 body reactions H_12 remains 0 so e^H_12 will be 1.0 (screening does not apply)
// Aside from triple alpha, all other astrophysically relevant reactions are 2-body in the weak screening regime
H_12 *= low_T_flag; // Apply low temperature flag to screening factor
H_12 = CppAD::CondExpGe(H_12, static_cast<T>(2.0), static_cast<T>(2.0), H_12); // Caps the screening factor at 10 to avoid numerical issues
factors.push_back(CppAD::exp(H_12));
// std::cout << "Screening factor: " << reaction.peName() << " : " << factors.back() << "(" << H_12 << ")" << std::endl;
}
return factors;
}
}

View File

@@ -2,7 +2,7 @@
#include "gridfire/engine/engine_graph.h"
#include "gridfire/engine/engine_abstract.h"
#include "gridfire/engine/engine_adaptive.h"
#include "../engine/views/engine_adaptive.h"
#include "gridfire/network.h"
#include "fourdst/logging/logging.h"
@@ -10,7 +10,7 @@
#include "quill/Logger.h"
#include "Eigen/Dense"
#include "unsupported/Eigen/NonLinearOptimization" // Required for LevenbergMarquardt
#include <vector>
@@ -95,13 +95,13 @@ namespace gridfire::solver {
* @see AdaptiveEngineView
* @see DynamicEngine::getSpeciesTimescales()
*/
class QSENetworkSolver final : public AdaptiveNetworkSolverStrategy {
class QSENetworkSolver final : public DynamicNetworkSolverStrategy {
public:
/**
* @brief Constructor for the QSENetworkSolver.
* @param engine The adaptive engine view to use for evaluating the network.
*/
using AdaptiveNetworkSolverStrategy::AdaptiveNetworkSolverStrategy;
using DynamicNetworkSolverStrategy::DynamicNetworkSolverStrategy;
/**
* @brief Evaluates the network for a given timestep using the QSE approach.
@@ -310,9 +310,13 @@ namespace gridfire::solver {
using InputType = Eigen::Matrix<T, Eigen::Dynamic, 1>;
using OutputType = Eigen::Matrix<T, Eigen::Dynamic, 1>;
using JacobianType = Eigen::Matrix<T, Eigen::Dynamic, Eigen::Dynamic>;
enum {
InputsAtCompileTime = Eigen::Dynamic,
ValuesAtCompileTime = Eigen::Dynamic
};
DynamicEngine& m_engine; ///< The engine used to evaluate the network.
const std::vector<double>& m_YDynamic; ///< Abundances of the dynamic species.
const std::vector<double>& m_YFull; ///< The full, initial abundance vector
const std::vector<size_t>& m_dynamicSpeciesIndices; ///< Indices of the dynamic species.
const std::vector<size_t>& m_QSESpeciesIndices; ///< Indices of the QSE species.
const double m_T9; ///< Temperature in units of 10^9 K.
@@ -321,7 +325,7 @@ namespace gridfire::solver {
/**
* @brief Constructor for the EigenFunctor.
* @param engine The engine used to evaluate the network.
* @param YDynamic Abundances of the dynamic species.
* @param YFull Abundances of the dynamic species.
* @param dynamicSpeciesIndices Indices of the dynamic species.
* @param QSESpeciesIndices Indices of the QSE species.
* @param T9 Temperature in units of 10^9 K.
@@ -329,34 +333,37 @@ namespace gridfire::solver {
*/
EigenFunctor(
DynamicEngine& engine,
const std::vector<double>& YDynamic,
const std::vector<double>& YFull,
const std::vector<size_t>& dynamicSpeciesIndices,
const std::vector<size_t>& QSESpeciesIndices,
const double T9,
const double rho
) :
m_engine(engine),
m_YDynamic(YDynamic),
m_YFull(YFull),
m_dynamicSpeciesIndices(dynamicSpeciesIndices),
m_QSESpeciesIndices(QSESpeciesIndices),
m_T9(T9),
m_rho(rho) {}
int values() const { return m_QSESpeciesIndices.size(); }
int inputs() const { return m_QSESpeciesIndices.size(); }
/**
* @brief Calculates the residual vector for the QSE species.
* @param v_QSE Input vector of QSE species abundances (logarithmic).
* @param v_QSE_log Input vector of QSE species abundances (logarithmic).
* @param f_QSE Output vector of residuals.
* @return 0 for success.
*/
int operator()(const InputType& v_QSE, OutputType& f_QSE) const;
int operator()(const InputType& v_QSE_log, OutputType& f_QSE) const;
/**
* @brief Calculates the Jacobian matrix for the QSE species.
* @param v_QSE Input vector of QSE species abundances (logarithmic).
* @param v_QSE_log Input vector of QSE species abundances (logarithmic).
* @param J_QSE Output Jacobian matrix.
* @return 0 for success.
*/
int df(const InputType& v_QSE, JacobianType& J_QSE) const;
int df(const InputType& v_QSE_log, JacobianType& J_QSE) const;
};
private:
quill::Logger* m_logger = fourdst::logging::LogManager::getInstance().getLogger("log"); ///< Logger instance.
@@ -404,6 +411,7 @@ namespace gridfire::solver {
const double m_T9; ///< Temperature in units of 10^9 K.
const double m_rho; ///< Density in g/cm^3.
const size_t m_numSpecies; ///< The number of species in the network.
quill::Logger* m_logger = LogManager::getInstance().getLogger("log"); ///< Logger instance.
/**
* @brief Constructor for the RHSFunctor.
@@ -485,49 +493,45 @@ namespace gridfire::solver {
};
template<typename T>
int QSENetworkSolver::EigenFunctor<T>::operator()(const InputType &v_QSE, OutputType &f_QSE) const {
std::vector<double> YFull(m_engine.getNetworkSpecies().size(), 0.0);
Eigen::VectorXd Y_QSE(v_QSE.array().exp());
for (size_t i = 0; i < m_dynamicSpeciesIndices.size(); ++i) {
YFull[m_dynamicSpeciesIndices[i]] = m_YDynamic[i];
}
int QSENetworkSolver::EigenFunctor<T>::operator()(const InputType &v_QSE_log, OutputType &f_QSE) const {
std::vector<double> y = m_YFull; // Full vector of species abundances
Eigen::VectorXd Y_QSE = v_QSE_log.array().exp();
for (size_t i = 0; i < m_QSESpeciesIndices.size(); ++i) {
YFull[m_QSESpeciesIndices[i]] = Y_QSE(i);
}
const auto [full_dYdt, specificEnergyGenerationRate] = m_engine.calculateRHSAndEnergy(YFull, m_T9, m_rho);
f_QSE.resize(m_QSESpeciesIndices.size());
for (size_t i = 0; i < m_QSESpeciesIndices.size(); ++i) {
f_QSE(i) = full_dYdt[m_QSESpeciesIndices[i]];
y[m_QSESpeciesIndices[i]] = Y_QSE(i);
}
const auto [dydt, specificEnergyRate] = m_engine.calculateRHSAndEnergy(y, m_T9, m_rho);
f_QSE.resize(m_QSESpeciesIndices.size());
for (size_t i = 0; i < m_QSESpeciesIndices.size(); ++i) {
f_QSE(i) = dydt[m_QSESpeciesIndices[i]];
}
return 0; // Success
}
template <typename T>
int QSENetworkSolver::EigenFunctor<T>::df(const InputType& v_QSE, JacobianType& J_QSE) const {
std::vector<double> YFull(m_engine.getNetworkSpecies().size(), 0.0);
Eigen::VectorXd Y_QSE(v_QSE.array().exp());
for (size_t i = 0; i < m_dynamicSpeciesIndices.size(); ++i) {
YFull[m_dynamicSpeciesIndices[i]] = m_YDynamic[i];
}
int QSENetworkSolver::EigenFunctor<T>::df(const InputType& v_QSE_log, JacobianType& J_QSE) const {
std::vector<double> y = m_YFull;
Eigen::VectorXd Y_QSE = v_QSE_log.array().exp();
for (size_t i = 0; i < m_QSESpeciesIndices.size(); ++i) {
YFull[m_QSESpeciesIndices[i]] = Y_QSE(i);
y[m_QSESpeciesIndices[i]] = Y_QSE(i);
}
m_engine.generateJacobianMatrix(YFull, m_T9, m_rho);
m_engine.generateJacobianMatrix(y, m_T9, m_rho);
Eigen::MatrixXd J_orig(m_QSESpeciesIndices.size(), m_QSESpeciesIndices.size());
J_QSE.resize(m_QSESpeciesIndices.size(), m_QSESpeciesIndices.size());
for (size_t i = 0; i < m_QSESpeciesIndices.size(); ++i) {
for (size_t j = 0; j < m_QSESpeciesIndices.size(); ++j) {
J_orig(i, j) = m_engine.getJacobianMatrixEntry(m_QSESpeciesIndices[i], m_QSESpeciesIndices[j]);
J_QSE(i, j) = m_engine.getJacobianMatrixEntry(m_QSESpeciesIndices[i], m_QSESpeciesIndices[j]);
}
}
J_QSE = J_orig;
for (long j = 0; j < J_QSE.cols(); ++j) {
J_QSE.col(j) *= Y_QSE(j); // Chain rule for log space
J_QSE(j, j) *= Y_QSE(j); // chain rule for log space transformation
}
return 0; // Success
return 0;
}

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#pragma once
#include "gridfire/engine/engine_abstract.h"
#include <string>
#include <vector>
namespace gridfire::utils {
std::string formatNuclearTimescaleLogString(
const DynamicEngine& engine,
const std::vector<double>& Y,
const double T9,
const double rho
);
}