Template class for fluid model definition using multi-layer perceptrons for fluid dynamic state definition. More...

#include <CDataDrivenFluid.hpp>

Inheritance diagram for CDataDrivenFluid:

Public Member Functions
	CDataDrivenFluid (const CConfig *config, bool display=true)
	Constructor of the class.

	~CDataDrivenFluid ()

void	SetTDState_rhoe (su2double rho, su2double e) override
	Set the Dimensionless State using Density and Internal Energy.

void	SetTDState_PT (su2double P, su2double T) override
	Set the Dimensionless State using Pressure and Temperature.

void	SetTDState_Prho (su2double P, su2double rho) override
	Set the Dimensionless State using Pressure and Density.

void	SetEnergy_Prho (su2double P, su2double rho) override
	Set the Dimensionless Internal Energy using Pressure and Density.

void	SetTDState_rhoT (su2double rho, su2double T) override
	Set the Dimensionless Internal Energy using Pressure and Density.

void	SetTDState_hs (su2double h, su2double s) override
	Set the Dimensionless State using Enthalpy and Entropy.

void	SetTDState_Ps (su2double P, su2double s) override
	Set the Dimensionless State using Pressure and Entropy.

void	ComputeDerivativeNRBC_Prho (su2double P, su2double rho) override
	compute some derivatives of enthalpy and entropy needed for subsonic inflow BC

unsigned long	GetExtrapolation () const override
	Get fluid model extrapolation instance.

unsigned long	GetnIter_Newton () override
	Get number of Newton solver iterations.

Public Member Functions inherited from CFluidModel
virtual	~CFluidModel ()

su2double	GetPressure () const
	Get fluid pressure.

su2double	GetTemperature () const
	Get fluid temperature.

su2double	GetEntropy () const
	Get fluid entropy.

su2double	GetStaticEnergy () const
	Get fluid internal energy.

su2double	GetEnthalpy () const
	Get fluid enthalpy.

su2double	GetDensity () const
	Get fluid density.

su2double	GetSoundSpeed () const
	Get fluid speed of sound.

su2double	GetSoundSpeed2 () const
	Get fluid speed of sound squared.

su2double	GetCp () const
	Get fluid specific heat at constant pressure.

su2double	GetCv () const
	Get fluid specific heat at constant volume.

virtual unsigned short	GetNScalars () const
	Flamelet LUT - Get the number of transported scalars.

virtual unsigned long	EvaluateDataSet (const vector< su2double > &input_scalar, unsigned short lookup_type, vector< su2double > &output_refs)
	Evaluate data-set for flamelet or data-driven fluid simulations.

virtual su2double	GetLaminarViscosity ()
	Get fluid dynamic viscosity.

virtual su2double	GetThermalConductivity ()
	Get fluid thermal conductivity.

virtual su2double	GetMassDiffusivity (int iVar)
	Get fluid mass diffusivity.

virtual void	GetEnthalpyDiffusivity (su2double *enthalpy_diffusions=nullptr) const
	Get the enthalpy diffusivity terms for all species being solved.

virtual void	GetGradEnthalpyDiffusivity (su2double *grad_enthalpy_diffusions=nullptr) const
	Get the gradient of enthalpy diffusivity terms for all species being solved.

su2double	GetdPdrho_e () const
	Get fluid pressure partial derivative.

su2double	GetdPde_rho () const
	Get fluid pressure partial derivative.

su2double	GetdTdrho_e () const
	Get fluid temperature partial derivative.

su2double	GetdTde_rho () const
	Get fluid temperature partial derivative.

su2double	Getdhdrho_P () const
	Get fluid enthalpy partial derivative.

su2double	GetdhdP_rho () const
	Get fluid enthalpy partial derivative.

su2double	Getdsdrho_P () const
	Get fluid entropy partial derivative.

su2double	GetdsdP_rho () const
	Get fluid entropy partial derivative.

su2double	Getdmudrho_T ()
	Get fluid dynamic viscosity partial derivative.

su2double	GetdmudT_rho ()
	Get fluid dynamic viscosity partial derivative.

su2double	Getdktdrho_T () const
	Get fluid thermal conductivity partial derivative.

su2double	GetdktdT_rho () const
	Get fluid thermal conductivity partial derivative.

virtual void	SetCpModel (const CConfig *config, su2double val_Temperature_Ref)
	Set specific heat Cp model.

virtual void	SetLaminarViscosityModel (const CConfig *config)
	Set viscosity model.

virtual void	SetThermalConductivityModel (const CConfig *config)
	Set thermal conductivity model.

virtual void	SetMassDiffusivityModel (const CConfig *config)
	Set mass diffusivity model.

virtual void	SetTDState_T (su2double val_Temperature, const su2double *val_scalars=nullptr)
	Virtual member.

virtual void	SetTDState_h (su2double val_enthalpy, const su2double *val_scalars=nullptr)
	Virtual member.

void	SetEddyViscosity (su2double val_Mu_Turb)
	Set fluid eddy viscosity provided by a turbulence model needed for computing effective thermal conductivity.

void	SetPressure (su2double val_pressure)
	Set the thermodynamic pressure of the incompressible fluid models.

virtual bool	GetPreferentialDiffusion () const
	Get the state of the Preferential diffusion model for flamelet simulations.

Protected Member Functions
void	MapInputs_to_Outputs ()
	Map dataset variables to specific look-up operations.

unsigned long	Predict_MLP (su2double rho, su2double e)
	Evaluate dataset through multi-layer perceptron.

unsigned long	Predict_LUT (su2double rho, su2double e)
	Evaluate dataset through look-up table.

void	Evaluate_Dataset (su2double rho, su2double e)
	Evaluate the data set.

void	Run_Newton_Solver (const su2double Y1_target, const su2double Y2_target, const su2double &Y1, const su2double &Y2, const su2double &dY1drho, const su2double &dY1de, const su2double &dY2drho, const su2double &dY2de)
	2D Newton solver for computing the density and energy corresponding to Y1_target and Y2_target.

void	Run_Newton_Solver (const su2double Y_target, const su2double &Y, su2double &X, const su2double &dYdX)
	1D Newton solver for computing the density or energy corresponding to Y_target.

void	ComputeIdealGasQuantities ()

Protected Attributes
int	rank {MASTER_NODE}
	MPI Rank.

ENUM_DATADRIVEN_METHOD	Kind_DataDriven_Method
	Interpolation method for data set evaluation.

string	varname_rho
	Controlling variable name for density.

string	varname_e
	Controlling variable name for static energy.

su2double	Newton_Relaxation
	Relaxation factor for Newton solvers.

su2double	rho_start
	Starting value for the density in Newton solver processes.

su2double	e_start
	Starting value for the energy in Newton solver processes.

su2double	rho_query

su2double	e_query

su2double	Newton_Tolerance
	Normalized tolerance for Newton solvers.

su2double	rho_min

su2double	rho_max
	Minimum and maximum density values in data set.

su2double	e_min

su2double	e_max
	Minimum and maximum energy values in data set.

unsigned long	MaxIter_Newton
	Maximum number of iterations for Newton solvers.

su2double	dsde_rho
	Entropy derivative w.r.t. density.

su2double	dsdrho_e
	Entropy derivative w.r.t. static energy.

su2double	d2sde2
	Entropy second derivative w.r.t. static energy.

su2double	d2sdedrho
	Entropy second derivative w.r.t. density and static energy.

su2double	d2sdrho2
	Entropy second derivative w.r.t. static density.

su2double	Enthalpy
	Fluid enthalpy value [J kg^-1].

su2double	dhdrho_e
	Enthalpy derivative w.r.t. density.

su2double	dhde_rho
	Enthalpy derivative w.r.t. static energy.

vector< string >	output_names_rhoe
	Output variable names listed in the data-driven method input file name.

vector< su2double * >	outputs_rhoe
	Pointers to output variables.

vector< vector< su2double * > >	dsdrhoe
	Entropy Jacobian terms.

vector< vector< vector< su2double * > > >	d2sdrhoe2
	Entropy Hessian terms.

bool	use_MLP_derivatives
	Use physics-informed model.

bool	display_Newton_process {false}

vector< su2double >	MLP_inputs
	Inputs for the multi-layer perceptron look-up operation.

MiniTable2D	coarse_TD_table
	Small thermodynamic table used to identify the starting point of the Newton solver processes.

const size_t	iRho {0}

const size_t	iE {1}

const size_t	iP {2}

const size_t	iT {3}

su2vector< su2double >	vals_rho_table

su2vector< su2double >	vals_e_table

CLookUpTable *	lookup_table
	Look-up table regression object.

unsigned long	LUT_idx_s

unsigned long	LUT_idx_dsde_rho

unsigned long	LUT_idx_dsdrho_e

unsigned long	LUT_idx_d2sde2

unsigned long	LUT_idx_d2sdedrho

unsigned long	LUT_idx_d2sdrho2

vector< unsigned long >	LUT_lookup_indices

unsigned long	outside_dataset
	Density-energy combination lies outside data set.

unsigned long	nIter_Newton
	Number of Newton solver iterations.

Protected Attributes inherited from CFluidModel
su2double	StaticEnergy {0.0}
	Internal Energy.

su2double	Enthalpy {0.0}
	Enthalpy.

su2double	Entropy {0.0}
	Entropy.

su2double	Density {0.0}
	Density.

su2double	Pressure {0.0}
	Pressure.

su2double	SoundSpeed2 {0.0}
	SpeedSound.

su2double	Temperature {0.0}
	Temperature.

su2double	dPdrho_e {0.0}
	DpDd_e.

su2double	dPde_rho {0.0}
	DpDe_d.

su2double	dTdrho_e {0.0}
	DTDd_e.

su2double	dTde_rho {0.0}
	DTDe_d.

su2double	dhdrho_P {0.0}
	DhDrho_p.

su2double	dhdP_rho {0.0}
	DhDp_rho.

su2double	dsdrho_P {0.0}
	DsDrho_p.

su2double	dsdP_rho {0.0}
	DsDp_rho.

su2double	Cp {0.0}
	Specific Heat Capacity at constant pressure.

su2double	Cv {0.0}
	Specific Heat Capacity at constant volume.

su2double	Mu {0.0}
	Laminar viscosity.

su2double	Mu_Turb {0.0}
	Eddy viscosity provided by a turbulence model.

su2double	dmudrho_T {0.0}
	Partial derivative of viscosity w.r.t. density.

su2double	dmudT_rho {0.0}
	Partial derivative of viscosity w.r.t. temperature.

su2double	Kt {0.0}
	Thermal conductivity.

su2double	dktdrho_T {0.0}
	Partial derivative of conductivity w.r.t. density.

su2double	dktdT_rho {0.0}
	Partial derivative of conductivity w.r.t. temperature.

su2double	mass_diffusivity {0.0}
	Mass Diffusivity.

unique_ptr< CViscosityModel >	LaminarViscosity
	Laminar Viscosity Model.

unique_ptr< CConductivityModel >	ThermalConductivity
	Thermal Conductivity Model.

unique_ptr< CDiffusivityModel >	MassDiffusivity
	Mass Diffusivity Model.

Additional Inherited Members
Static Protected Member Functions inherited from CFluidModel
static unique_ptr< CViscosityModel >	MakeLaminarViscosityModel (const CConfig *config, unsigned short iSpecies)
	Instantiate the right type of viscosity model based on config.

static unique_ptr< CConductivityModel >	MakeThermalConductivityModel (const CConfig *config, unsigned short iSpecies)
	Instantiate the right type of conductivity model based on config.

static unique_ptr< CDiffusivityModel >	MakeMassDiffusivityModel (const CConfig *config, unsigned short iSpecies)
	Instantiate the right type of mass diffusivity model based on config.

Detailed Description

Template class for fluid model definition using multi-layer perceptrons for fluid dynamic state definition.

Author: : E.C.Bunschoten.

Constructor & Destructor Documentation

◆ CDataDrivenFluid()

CDataDrivenFluid::CDataDrivenFluid	(	const CConfig *	config,
		bool	display = `true`
	)

Constructor of the class.

◆ ~CDataDrivenFluid()

CDataDrivenFluid::~CDataDrivenFluid ( )

Member Function Documentation

◆ ComputeDerivativeNRBC_Prho()

void CDataDrivenFluid::ComputeDerivativeNRBC_Prho	(	su2double	P,
		su2double	rho
	)

overridevirtual

compute some derivatives of enthalpy and entropy needed for subsonic inflow BC

Parameters

[in]	InputSpec	- Input pair for FLP calls ("Pv").
[in]	th1	- first thermodynamic variable (P).
[in]	th2	- second thermodynamic variable (v).

Reimplemented from CFluidModel.

◆ ComputeIdealGasQuantities()

void CDataDrivenFluid::ComputeIdealGasQuantities ( )

protected

◆ Evaluate_Dataset()

void CDataDrivenFluid::Evaluate_Dataset	(	su2double	rho,
		su2double	e
	)

protected

Evaluate the data set.

Parameters

[in]	rho	- Density value.
[in]	e	- Static energy value.

◆ GetExtrapolation()

unsigned long CDataDrivenFluid::GetExtrapolation ( ) const

inlineoverridevirtual

Get fluid model extrapolation instance.

Returns: Query point lies outside fluid model data range.

Reimplemented from CFluidModel.

◆ GetnIter_Newton()

unsigned long CDataDrivenFluid::GetnIter_Newton ( )

inlineoverridevirtual

Get number of Newton solver iterations.

Returns: Newton solver iteration count at termination.

Reimplemented from CFluidModel.

◆ MapInputs_to_Outputs()

void CDataDrivenFluid::MapInputs_to_Outputs ( )

protected

Map dataset variables to specific look-up operations.

◆ Predict_LUT()

unsigned long CDataDrivenFluid::Predict_LUT	(	su2double	rho,
		su2double	e
	)

protected

Evaluate dataset through look-up table.

Parameters

[in]	rho	- Density value.
[in]	e	- Static energy value.

Returns: Query point lies outside table data range (0 is inside, 1 is outside).

◆ Predict_MLP()

unsigned long CDataDrivenFluid::Predict_MLP	(	su2double	rho,
		su2double	e
	)

protected

Evaluate dataset through multi-layer perceptron.

Parameters

[in]	rho	- Density value.
[in]	e	- Static energy value.

Returns: Query point lies outside MLP normalization range (0 is inside, 1 is outside).

◆ Run_Newton_Solver() [1/2]

void CDataDrivenFluid::Run_Newton_Solver	(	const su2double	Y1_target,
		const su2double	Y2_target,
		const su2double &	Y1,
		const su2double &	Y2,
		const su2double &	dY1drho,
		const su2double &	dY1de,
		const su2double &	dY2drho,
		const su2double &	dY2de
	)

protected

2D Newton solver for computing the density and energy corresponding to Y1_target and Y2_target.

Parameters

[in]	Y1_target	- Target value for output quantity 1.
[in]	Y2_target	- Target value for output quantity 2.
[in]	Y1	- Pointer to output quantity 1.
[in]	Y2	- Pointer to output quantity 2.
[in]	dY1drho	- Pointer to the partial derivative of quantity 1 w.r.t. density at constant energy.
[in]	dY1de	- Pointer to the partial derivative of quantity 1 w.r.t. energy at constant density.
[in]	dY2drho	- Pointer to the partial derivative of quantity 2 w.r.t. density at constant energy.
[in]	dY2de	- Pointer to the partial derivative of quantity 2 w.r.t. energy at constant density.

◆ Run_Newton_Solver() [2/2]

void CDataDrivenFluid::Run_Newton_Solver	(	const su2double	Y_target,
		const su2double &	Y,
		su2double &	X,
		const su2double &	dYdX
	)

protected

1D Newton solver for computing the density or energy corresponding to Y_target.

Parameters

[in]	Y_target	- Target quantity value.
[in]	Y	- Pointer to output quantity.
[in]	X	- Pointer to controlling variable (density or energy).
[in]	dYdX	- Pointer to the partial derivative of target quantity w.r.t. controlling variable.

◆ SetEnergy_Prho()

void CDataDrivenFluid::SetEnergy_Prho	(	su2double	P,
		su2double	rho
	)

overridevirtual

Set the Dimensionless Internal Energy using Pressure and Density.

Parameters

[in]	P	- first thermodynamic variable (pressure).
[in]	rho	- second thermodynamic variable (density).

Reimplemented from CFluidModel.

◆ SetTDState_hs()

void CDataDrivenFluid::SetTDState_hs	(	su2double	h,
		su2double	s
	)

overridevirtual

Set the Dimensionless State using Enthalpy and Entropy.

Parameters

[in]	h	- first thermodynamic variable (h).
[in]	s	- second thermodynamic variable (s).

Reimplemented from CFluidModel.

◆ SetTDState_Prho()

void CDataDrivenFluid::SetTDState_Prho	(	su2double	P,
		su2double	rho
	)

overridevirtual

Set the Dimensionless State using Pressure and Density.

Parameters

[in]	P	- first thermodynamic variable (pressure).
[in]	rho	- second thermodynamic variable (density).

Reimplemented from CFluidModel.

◆ SetTDState_Ps()

void CDataDrivenFluid::SetTDState_Ps	(	su2double	P,
		su2double	s
	)

overridevirtual

Set the Dimensionless State using Pressure and Entropy.

Parameters

[in]	P	- first thermodynamic variable (P).
[in]	s	- second thermodynamic variable (s).

Reimplemented from CFluidModel.

◆ SetTDState_PT()

void CDataDrivenFluid::SetTDState_PT	(	su2double	P,
		su2double	T
	)

overridevirtual

Set the Dimensionless State using Pressure and Temperature.

Parameters

[in]	P	- first thermodynamic variable (pressure).
[in]	T	- second thermodynamic variable (temperature).

Reimplemented from CFluidModel.

◆ SetTDState_rhoe()

void CDataDrivenFluid::SetTDState_rhoe	(	su2double	rho,
		su2double	e
	)

overridevirtual

Set the Dimensionless State using Density and Internal Energy.

Parameters

[in]	rho	- first thermodynamic variable (density).
[in]	e	- second thermodynamic variable (static energy).

Reimplemented from CFluidModel.

◆ SetTDState_rhoT()

void CDataDrivenFluid::SetTDState_rhoT	(	su2double	rho,
		su2double	T
	)

overridevirtual

Set the Dimensionless Internal Energy using Pressure and Density.

Parameters

[in] rho - second thermodynamic variable (density).

Reimplemented from CFluidModel.

Member Data Documentation

◆ coarse_TD_table

MiniTable2D CDataDrivenFluid::coarse_TD_table

protected

Small thermodynamic table used to identify the starting point of the Newton solver processes.

◆ d2sde2

su2double CDataDrivenFluid::d2sde2

protected

Entropy second derivative w.r.t. static energy.

◆ d2sdedrho

su2double CDataDrivenFluid::d2sdedrho

protected

Entropy second derivative w.r.t. density and static energy.

◆ d2sdrho2

su2double CDataDrivenFluid::d2sdrho2

protected

Entropy second derivative w.r.t. static density.

◆ d2sdrhoe2

vector<vector<vector<su2double*> > > CDataDrivenFluid::d2sdrhoe2

protected

Entropy Hessian terms.

◆ dhde_rho

su2double CDataDrivenFluid::dhde_rho

protected

Enthalpy derivative w.r.t. static energy.

◆ dhdrho_e

su2double CDataDrivenFluid::dhdrho_e

protected

Enthalpy derivative w.r.t. density.

◆ display_Newton_process

bool CDataDrivenFluid::display_Newton_process {false}

protected

◆ dsde_rho

su2double CDataDrivenFluid::dsde_rho

protected

Entropy derivative w.r.t. density.

◆ dsdrho_e

su2double CDataDrivenFluid::dsdrho_e

protected

Entropy derivative w.r.t. static energy.

◆ dsdrhoe

vector<vector<su2double*> > CDataDrivenFluid::dsdrhoe

protected

Entropy Jacobian terms.

◆ e_max

su2double CDataDrivenFluid::e_max

protected

Minimum and maximum energy values in data set.

◆ e_min

su2double CDataDrivenFluid::e_min

protected

◆ e_query

su2double CDataDrivenFluid::e_query

protected

◆ e_start

su2double CDataDrivenFluid::e_start

protected

Starting value for the energy in Newton solver processes.

◆ Enthalpy

su2double CDataDrivenFluid::Enthalpy

protected

Fluid enthalpy value [J kg^-1].

◆ iE

const size_t CDataDrivenFluid::iE {1}

protected

◆ iP

const size_t CDataDrivenFluid::iP {2}

protected

◆ iRho

const size_t CDataDrivenFluid::iRho {0}

protected

◆ iT

const size_t CDataDrivenFluid::iT {3}

protected

Indices of thermodynamic variables in the table.

◆ Kind_DataDriven_Method

ENUM_DATADRIVEN_METHOD CDataDrivenFluid::Kind_DataDriven_Method

protected

Initial value:

=

ENUM_DATADRIVEN_METHOD::LUT

@ LUT

Interpolation method for data set evaluation.

◆ lookup_table

CLookUpTable* CDataDrivenFluid::lookup_table

protected

Look-up table regression object.

◆ LUT_idx_d2sde2

unsigned long CDataDrivenFluid::LUT_idx_d2sde2

protected

◆ LUT_idx_d2sdedrho

unsigned long CDataDrivenFluid::LUT_idx_d2sdedrho

protected

◆ LUT_idx_d2sdrho2

unsigned long CDataDrivenFluid::LUT_idx_d2sdrho2

protected

◆ LUT_idx_dsde_rho

unsigned long CDataDrivenFluid::LUT_idx_dsde_rho

protected

◆ LUT_idx_dsdrho_e

unsigned long CDataDrivenFluid::LUT_idx_dsdrho_e

protected

◆ LUT_idx_s

unsigned long CDataDrivenFluid::LUT_idx_s

protected

◆ LUT_lookup_indices

vector<unsigned long> CDataDrivenFluid::LUT_lookup_indices

protected

◆ MaxIter_Newton

unsigned long CDataDrivenFluid::MaxIter_Newton

protected

Maximum number of iterations for Newton solvers.

◆ MLP_inputs

vector<su2double> CDataDrivenFluid::MLP_inputs

protected

Inputs for the multi-layer perceptron look-up operation.

◆ Newton_Relaxation

su2double CDataDrivenFluid::Newton_Relaxation

protected

Relaxation factor for Newton solvers.

◆ Newton_Tolerance

su2double CDataDrivenFluid::Newton_Tolerance

protected

Normalized tolerance for Newton solvers.

◆ nIter_Newton

unsigned long CDataDrivenFluid::nIter_Newton

protected

Number of Newton solver iterations.

◆ output_names_rhoe

vector<string> CDataDrivenFluid::output_names_rhoe

protected

Output variable names listed in the data-driven method input file name.

◆ outputs_rhoe

vector<su2double*> CDataDrivenFluid::outputs_rhoe

protected

Pointers to output variables.

◆ outside_dataset

unsigned long CDataDrivenFluid::outside_dataset

protected

Density-energy combination lies outside data set.

◆ rank

int CDataDrivenFluid::rank {MASTER_NODE}

protected

MPI Rank.

◆ rho_max

su2double CDataDrivenFluid::rho_max

protected

Minimum and maximum density values in data set.

◆ rho_min

su2double CDataDrivenFluid::rho_min

protected

◆ rho_query

su2double CDataDrivenFluid::rho_query

protected

◆ rho_start

su2double CDataDrivenFluid::rho_start

protected

Starting value for the density in Newton solver processes.

◆ use_MLP_derivatives

bool CDataDrivenFluid::use_MLP_derivatives

protected

Use physics-informed model.

◆ vals_e_table

su2vector<su2double> CDataDrivenFluid::vals_e_table

protected

Density and static energy values of the table nodes.

◆ vals_rho_table

su2vector<su2double> CDataDrivenFluid::vals_rho_table

protected

◆ varname_e

string CDataDrivenFluid::varname_e

protected

Controlling variable name for static energy.

◆ varname_rho

string CDataDrivenFluid::varname_rho

protected

Controlling variable name for density.

The documentation for this class was generated from the following files:

SU2_CFD/include/fluid/CDataDrivenFluid.hpp
SU2_CFD/src/fluid/CDataDrivenFluid.cpp

Public Member Functions

Protected Member Functions

Protected Attributes

Additional Inherited Members

Detailed Description

Constructor & Destructor Documentation

◆ CDataDrivenFluid()

◆ ~CDataDrivenFluid()

Member Function Documentation

◆ ComputeDerivativeNRBC_Prho()

◆ ComputeIdealGasQuantities()

◆ Evaluate_Dataset()

◆ GetExtrapolation()

◆ GetnIter_Newton()

◆ MapInputs_to_Outputs()

◆ Predict_LUT()

◆ Predict_MLP()

◆ Run_Newton_Solver() [1/2]

◆ Run_Newton_Solver() [2/2]

◆ SetEnergy_Prho()

◆ SetTDState_hs()

◆ SetTDState_Prho()

◆ SetTDState_Ps()

◆ SetTDState_PT()

◆ SetTDState_rhoe()

◆ SetTDState_rhoT()

Member Data Documentation

◆ coarse_TD_table

◆ d2sde2

◆ d2sdedrho

◆ d2sdrho2

◆ d2sdrhoe2

◆ dhde_rho

◆ dhdrho_e

◆ display_Newton_process

◆ dsde_rho

◆ dsdrho_e

◆ dsdrhoe

◆ e_max

◆ e_min

◆ e_query

◆ e_start

◆ Enthalpy

◆ iE

◆ iP

◆ iRho

◆ iT

◆ Kind_DataDriven_Method

◆ lookup_table

◆ LUT_idx_d2sde2

◆ LUT_idx_d2sdedrho

◆ LUT_idx_d2sdrho2

◆ LUT_idx_dsde_rho

◆ LUT_idx_dsdrho_e

◆ LUT_idx_s

◆ LUT_lookup_indices

◆ MaxIter_Newton

◆ MLP_inputs

◆ Newton_Relaxation

◆ Newton_Tolerance

◆ nIter_Newton

◆ output_names_rhoe

◆ outputs_rhoe

◆ outside_dataset

◆ rank

◆ rho_max

◆ rho_min

◆ rho_query

◆ rho_start

◆ use_MLP_derivatives

◆ vals_e_table

◆ vals_rho_table

◆ varname_e

◆ varname_rho