This is the abstract base class for a generic forward solver. More...

#include <base_physics.hpp>

Collaboration diagram for serac::BasePhysics:

[legend]

Classes
struct	ParameterInfo
	The information needed for the physics parameters stored as Finite Element State fields. More...

Public Member Functions
	BasePhysics (std::string physics_name, std::string mesh_tag, int cycle=0, double time=0.0, bool checkpoint_to_disk=false)
	Empty constructor. More...

	BasePhysics (BasePhysics &&other)=default
	Construct a new Base Physics object (copy constructor) More...

virtual double	time () const
	Get the current forward-solution time. More...

virtual int	cycle () const
	Get the current forward-solution cycle iteration number. More...

virtual double	maxTime () const
	Get the maximum time reached by the forward solver. More...

virtual double	minTime () const
	Get the initial time used by the forward solver. More...

virtual int	maxCycle () const
	The maximum cycle (timestep iteration number) reached by the forward solver. More...

virtual int	minCycle () const
	Get the initial cycle (timestep iteration number) used by the forward solver. More...

bool	isQuasistatic () const
	Check if the physics is setup as quasistatic. More...

virtual std::vector< double >	timesteps () const
	Get a vector of the timestep sizes (i.e. \(\Delta t\)s) taken by the forward solver. More...

virtual void	resetStates (int cycle=0, double time=0.0)=0
	Base method to reset physics states to zero. This does not reset design parameters or shape. More...

virtual void	completeSetup ()=0
	Complete the setup and allocate the necessary data structures. More...

virtual const FiniteElementState &	state (const std::string &state_name) const =0
	Accessor for getting named finite element state primal solution from the physics modules. More...

virtual void	setState (const std::string &, const FiniteElementState &)=0
	Set the primal solution field values of the underlying physics solver.

virtual std::vector< std::string >	stateNames () const =0
	Get a vector of the finite element state primal solution names. More...

virtual const FiniteElementState &	adjoint (const std::string &adjoint_name) const =0
	Accessor for getting named finite element state adjoint solution from the physics modules. More...

virtual std::vector< std::string >	adjointNames () const
	Get a vector of the finite element state adjoint solution names. More...

const FiniteElementState &	shapeDisplacement () const
	Accessor for getting the shape displacement field from the physics modules. More...

const FiniteElementState &	parameter (const std::string &parameter_name) const
	Accessor for getting named finite element state parameter fields from the physics modules. More...

const FiniteElementState &	parameter (std::size_t parameter_index) const
	Accessor for getting indexed finite element state parameter fields from the physics modules. More...

std::vector< std::string >	parameterNames ()
	Get a vector of the finite element state parameter names. More...

void	setParameter (const size_t parameter_index, const FiniteElementState &parameter_state)
	Deep copy a parameter field into the internally-owned parameter used for simulations. More...

void	setShapeDisplacement (const FiniteElementState &shape_displacement)
	Set the current shape displacement for the underlying mesh. More...

virtual const FiniteElementDual &	computeTimestepSensitivity (size_t)
	Compute the implicit sensitivity of the quantity of interest used in defining the adjoint load with respect to the parameter field (d QOI/d state * d state/d parameter). More...

virtual const FiniteElementDual &	computeTimestepShapeSensitivity ()
	Compute the implicit sensitivity of the quantity of interest used in defining the adjoint load with respect to the shape displacement field (d QOI/d state * d state/d shape displacement). More...

virtual const std::unordered_map< std::string, const serac::FiniteElementDual & >	computeInitialConditionSensitivity ()
	Compute the implicit sensitivity of the quantity of interest with respect to the initial condition fields. More...

virtual void	advanceTimestep (double dt)=0
	Advance the state variables according to the chosen time integrator. More...

virtual void	setAdjointLoad (std::unordered_map< std::string, const serac::FiniteElementDual & >)
	Set the loads for the adjoint reverse timestep solve.

virtual void	reverseAdjointTimestep ()
	Solve the adjoint reverse timestep problem. More...

virtual void	outputStateToDisk (std::optional< std::string > paraview_output_dir={}) const
	Output the current state of the PDE fields in Sidre format and optionally in Paraview format if `paraview_output_dir` is given. More...

FiniteElementState	loadCheckpointedState (const std::string &state_name, int cycle) const
	Accessor for getting a single named finite element state primal solution from the physics modules at a given checkpointed cycle index. More...

virtual double	getCheckpointedTimestep (int cycle) const
	Get a timestep increment which has been previously checkpointed at the give cycle. More...

virtual void	initializeSummary (axom::sidre::DataStore &datastore, const double t_final, const double dt) const
	Initializes the Sidre structure for simulation summary data. More...

virtual void	saveSummary (axom::sidre::DataStore &datastore, const double t) const
	Saves the summary data to the Sidre Datastore. More...

virtual	~BasePhysics ()=default
	Destroy the Base Solver object.

const mfem::ParMesh &	mesh () const
	Returns a reference to the mesh object.

mfem::ParMesh &	mesh ()
	This is an overloaded member function, provided for convenience. It differs from the above function only in what argument(s) it accepts.

Protected Member Functions
void	CreateParaviewDataCollection () const
	Create a paraview data collection for the physics package if requested.

void	UpdateParaviewDataCollection (const std::string &paraview_output_dir) const
	Update the paraview states, duals, parameters, and metadata (cycle, time) in preparation for output. More...

void	initializeBasePhysicsStates (int cycle, double time)
	Protected, non-virtual method to reset physics states to zero. This does not reset design parameters or shape. More...

virtual std::unordered_map< std::string, FiniteElementState >	getCheckpointedStates (int cycle) const
	Accessor for getting all of the primal solutions from the physics modules at a given checkpointed cycle index. More...

Protected Attributes
std::string	name_ = {}
	Name of the physics module.

std::string	mesh_tag_ = {}
	ID of the corresponding MFEMSidreDataCollection (denoting a mesh)

mfem::ParMesh &	mesh_
	The primary mesh.

MPI_Comm	comm_
	The MPI communicator.

std::vector< const serac::FiniteElementState * >	states_
	List of finite element primal states associated with this physics module.

std::vector< const serac::FiniteElementState * >	adjoints_
	List of finite element adjoint states associated with this physics module.

std::vector< const serac::FiniteElementDual * >	duals_
	List of finite element duals associated with this physics module.

std::vector< ParameterInfo >	parameters_
	A vector of the parameters associated with this physics module.

FiniteElementState &	shape_displacement_
	The parameter info associated with the shape displacement field. More...

std::unique_ptr< FiniteElementDual >	shape_displacement_sensitivity_
	Sensitivity with respect to the shape displacement field. More...

std::unordered_map< std::string, std::vector< serac::FiniteElementState > >	checkpoint_states_
	A map containing optionally in-memory checkpointed primal states for transient adjoint solvers.

std::unordered_map< std::string, serac::FiniteElementState >	cached_checkpoint_states_
	A container relating a checkpointed cycle and the associated finite element state fields. More...

std::optional< int >	cached_checkpoint_cycle_
	An optional int for disk-based checkpointing containing the cycle number of the last retrieved checkpoint.

bool	is_quasistatic_ = true
	Whether the simulation is time-independent.

double	time_
	Current time for the forward pass.

double	max_time_
	The maximum time reached for the forward solver.

double	min_time_
	The time the forward solver was initialized to.

std::vector< double >	timesteps_
	A vector of the timestep sizes (i.e. \(\Delta t\)) taken by the forward solver.

int	cycle_
	Current cycle (forward pass time iteration count)

int	max_cycle_
	The maximum cycle (forward pass iteration count) reached by the forward solver.

int	min_cycle_
	The cycle the forward solver was initialized to.

double	ode_time_point_
	The value of time at which the ODE solver wants to evaluate the residual.

int	mpi_rank_
	MPI rank.

int	mpi_size_
	MPI size.

std::unique_ptr< mfem::ParaViewDataCollection >	paraview_dc_
	DataCollection pointer for optional paraview output.

std::unordered_map< std::string, std::unique_ptr< mfem::ParGridFunction > >	paraview_dual_grid_functions_
	A optional map of the dual names and duals in grid function form for paraview output.

std::unique_ptr< mfem::ParGridFunction >	shape_sensitivity_grid_function_
	A optional view of the shape sensitivity in grid function form for paraview output.

BoundaryConditionManager	bcs_
	Boundary condition manager instance.

bool	checkpoint_to_disk_
	A flag denoting whether to save the state to disk or memory as needed for dynamic adjoint solves.

Static Protected Attributes
static constexpr int	FLOAT_PRECISION_ = 8
	Number of significant figures to output for floating-point.

Detailed Description

This is the abstract base class for a generic forward solver.

Definition at line 51 of file base_physics.hpp.

Constructor & Destructor Documentation

◆ BasePhysics() [1/2]

serac::BasePhysics::BasePhysics	(	std::string	physics_name,
		std::string	mesh_tag,
		int	cycle = `0`,
		double	time = `0.0`,
		bool	checkpoint_to_disk = `false`
	)

Empty constructor.

Parameters

[in]	physics_name	Name of the physics module instance
[in]	mesh_tag	The tag for the mesh in the StateManager to construct the physics module on
[in]	cycle	The simulation cycle (i.e. timestep iteration) to intialize the physics module to
[in]	time	The simulation time to initialize the physics module to
[in]	checkpoint_to_disk	A flag to save the transient states on disk instead of memory for the transient adjoint solves

Definition at line 21 of file base_physics.cpp.

◆ BasePhysics() [2/2]

serac::BasePhysics::BasePhysics ( BasePhysics && other )

default

Construct a new Base Physics object (copy constructor)

Parameters

other The other base physics to copy from

Member Function Documentation

◆ adjoint()

virtual const FiniteElementState& serac::BasePhysics::adjoint ( const std::string & adjoint_name ) const

pure virtual

Accessor for getting named finite element state adjoint solution from the physics modules.

Parameters

adjoint_name The name of the Finite Element State adjoint solution to retrieve

Returns: The named adjoint Finite Element State

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ adjointNames()

virtual std::vector<std::string> serac::BasePhysics::adjointNames ( ) const

inlinevirtual

Get a vector of the finite element state adjoint solution names.

Returns: The adjoint solution names

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 177 of file base_physics.hpp.

◆ advanceTimestep()

virtual void serac::BasePhysics::advanceTimestep ( double dt )

pure virtual

Advance the state variables according to the chosen time integrator.

Parameters

dt	The increment of simulation time to advance the underlying physical system

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ completeSetup()

virtual void serac::BasePhysics::completeSetup ( )

pure virtual

Complete the setup and allocate the necessary data structures.

This finializes the underlying data structures in a solver and enables it to be run through a timestepping loop.

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanicsContact< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ computeInitialConditionSensitivity()

virtual const std::unordered_map<std::string, const serac::FiniteElementDual&> serac::BasePhysics::computeInitialConditionSensitivity ( )

inlinevirtual

Compute the implicit sensitivity of the quantity of interest with respect to the initial condition fields.

Returns: Fields states corresponding to the sensitivities with respect to the initial condition fields

Precondition: reverseAdjointTimestep with an appropriate adjoint load must be called prior to this method as many times as the forward advance is called.

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 303 of file base_physics.hpp.

◆ computeTimestepSensitivity()

virtual const FiniteElementDual& serac::BasePhysics::computeTimestepSensitivity ( size_t )

inlinevirtual

Compute the implicit sensitivity of the quantity of interest used in defining the adjoint load with respect to the parameter field (d QOI/d state * d state/d parameter).

Returns: The sensitivity of the QOI (given implicitly by the adjoint load) with respect to the parameter

Precondition: completeSetup(), advanceTimestep(), and solveAdjoint() must be called prior to this method.

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 275 of file base_physics.hpp.

◆ computeTimestepShapeSensitivity()

virtual const FiniteElementDual& serac::BasePhysics::computeTimestepShapeSensitivity ( )

inlinevirtual

Compute the implicit sensitivity of the quantity of interest used in defining the adjoint load with respect to the shape displacement field (d QOI/d state * d state/d shape displacement).

Returns: The sensitivity with respect to the shape displacement

Precondition: completeSetup(), advanceTimestep(), and solveAdjoint() must be called prior to this method.

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 289 of file base_physics.hpp.

◆ cycle()

int serac::BasePhysics::cycle ( ) const

virtual

Get the current forward-solution cycle iteration number.

Returns: The current forward-solution cycle iteration number

Definition at line 50 of file base_physics.cpp.

◆ getCheckpointedStates()

std::unordered_map< std::string, FiniteElementState > serac::BasePhysics::getCheckpointedStates ( int cycle ) const

protectedvirtual

Accessor for getting all of the primal solutions from the physics modules at a given checkpointed cycle index.

Parameters

cycle The cycle to retrieve state from

Returns: A map containing the primal field names and their associated FiniteElementStates at the requested cycle

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 361 of file base_physics.cpp.

◆ getCheckpointedTimestep()

double serac::BasePhysics::getCheckpointedTimestep ( int cycle ) const

virtual

Get a timestep increment which has been previously checkpointed at the give cycle.

Parameters

cycle The previous 'timestep' number where the timestep increment is requested

Returns: The timestep increment

Definition at line 369 of file base_physics.cpp.

◆ initializeBasePhysicsStates()

void serac::BasePhysics::initializeBasePhysicsStates	(	int	cycle,
		double	time
	)

protected

Protected, non-virtual method to reset physics states to zero. This does not reset design parameters or shape.

Parameters

[in]	cycle	The simulation cycle (i.e. timestep iteration) to intialize the physics module to
[in]	time	The simulation time to initialize the physics module to

Definition at line 62 of file base_physics.cpp.

◆ initializeSummary()

void serac::BasePhysics::initializeSummary	(	axom::sidre::DataStore &	datastore,
		const double	t_final,
		const double	dt
	)		const

virtual

Initializes the Sidre structure for simulation summary data.

Parameters

[in]	datastore	Sidre DataStore where data are saved
[in]	t_final	Final time of the simulation
[in]	dt	The time step

Definition at line 219 of file base_physics.cpp.

◆ isQuasistatic()

bool serac::BasePhysics::isQuasistatic ( ) const

inline

Check if the physics is setup as quasistatic.

Returns: true if quasistatic, false if transient

Definition at line 119 of file base_physics.hpp.

◆ loadCheckpointedState()

FiniteElementState serac::BasePhysics::loadCheckpointedState	(	const std::string &	state_name,
		int	cycle
	)		const

Accessor for getting a single named finite element state primal solution from the physics modules at a given checkpointed cycle index.

Parameters

cycle	The cycle to retrieve state from
state_name	The name of the state to retrieve (e.g. "temperature", "displacement")

Returns: The named primal Finite Element State

Definition at line 336 of file base_physics.cpp.

◆ maxCycle()

int serac::BasePhysics::maxCycle ( ) const

virtual

The maximum cycle (timestep iteration number) reached by the forward solver.

Returns: The maximum cycle reached by the forward solver

Definition at line 54 of file base_physics.cpp.

◆ maxTime()

double serac::BasePhysics::maxTime ( ) const

virtual

Get the maximum time reached by the forward solver.

Returns: The maximum time reached by the forward solver

Definition at line 52 of file base_physics.cpp.

◆ minCycle()

int serac::BasePhysics::minCycle ( ) const

virtual

Get the initial cycle (timestep iteration number) used by the forward solver.

Returns: The initial cycle used by the forward solver

Definition at line 58 of file base_physics.cpp.

◆ minTime()

double serac::BasePhysics::minTime ( ) const

virtual

Get the initial time used by the forward solver.

Returns: The initial time used by the forward solver

Definition at line 56 of file base_physics.cpp.

◆ outputStateToDisk()

void serac::BasePhysics::outputStateToDisk ( std::optional< std::string > paraview_output_dir = {} ) const

virtual

Output the current state of the PDE fields in Sidre format and optionally in Paraview format if paraview_output_dir is given.

Parameters

[in] paraview_output_dir Optional output directory for paraview visualization files

Definition at line 183 of file base_physics.cpp.

◆ parameter() [1/2]

const FiniteElementState& serac::BasePhysics::parameter ( const std::string & parameter_name ) const

inline

Accessor for getting named finite element state parameter fields from the physics modules.

Parameters

parameter_name The name of the Finite Element State parameter to retrieve

Returns: The named parameter Finite Element State

Note: The input parameter name should not contain the base physics name. It should be identical to what is in the physics module constructor argument list.

Definition at line 195 of file base_physics.hpp.

◆ parameter() [2/2]

const FiniteElementState& serac::BasePhysics::parameter ( std::size_t parameter_index ) const

inline

Accessor for getting indexed finite element state parameter fields from the physics modules.

Parameters

parameter_index The index of the Finite Element State parameter to retrieve

Returns: The indexed parameter Finite Element State

Definition at line 217 of file base_physics.hpp.

◆ parameterNames()

std::vector<std::string> serac::BasePhysics::parameterNames ( )

inline

Get a vector of the finite element state parameter names.

Returns: The parameter names

Definition at line 232 of file base_physics.hpp.

◆ resetStates()

virtual void serac::BasePhysics::resetStates	(	int	cycle = `0`,
		double	time = `0.0`
	)

pure virtual

Base method to reset physics states to zero. This does not reset design parameters or shape.

Parameters

[in]	cycle	The simulation cycle (i.e. timestep iteration) to intialize the physics module to
[in]	time	The simulation time to initialize the physics module to

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ reverseAdjointTimestep()

virtual void serac::BasePhysics::reverseAdjointTimestep ( )

inlinevirtual

Solve the adjoint reverse timestep problem.

Precondition: It is expected that the forward analysis is complete and the current states are valid

Reimplemented in serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

Definition at line 328 of file base_physics.hpp.

◆ saveSummary()

void serac::BasePhysics::saveSummary	(	axom::sidre::DataStore &	datastore,
		const double	t
	)		const

virtual

Saves the summary data to the Sidre Datastore.

Parameters

[in]	datastore	Sidre DataStore where curves are saved
[in]	t	The current time of the simulation

Definition at line 272 of file base_physics.cpp.

◆ setParameter()

void serac::BasePhysics::setParameter	(	const size_t	parameter_index,
		const FiniteElementState &	parameter_state
	)

Deep copy a parameter field into the internally-owned parameter used for simulations.

Parameters

parameter_index	the index of the parameter
parameter_state	the values to use for the specified parameter

Precondition: The discretization space and mesh for this finite element state must be consistent with the arguments provided in the physics module constructor.

The physics module constructs its own parameter FiniteElementState in the physics module constructor. This call sets the internally-owned parameter object by value (i.e. deep copies) from the given argument.

Definition at line 81 of file base_physics.cpp.

◆ setShapeDisplacement()

void serac::BasePhysics::setShapeDisplacement ( const FiniteElementState & shape_displacement )

Set the current shape displacement for the underlying mesh.

Parameters

shape_displacement The shape displacement to copy for use in the physics module

This updates the shape displacement field associated with the underlying mesh. Note that the input FiniteElementState is deep copied into the shape displacement object owned by the StateManager.

Definition at line 101 of file base_physics.cpp.

◆ shapeDisplacement()

const FiniteElementState& serac::BasePhysics::shapeDisplacement ( ) const

inline

Accessor for getting the shape displacement field from the physics modules.

Returns: The shape displacement finite element state

Definition at line 184 of file base_physics.hpp.

◆ state()

virtual const FiniteElementState& serac::BasePhysics::state ( const std::string & state_name ) const

pure virtual

Accessor for getting named finite element state primal solution from the physics modules.

Parameters

state_name The name of the Finite Element State primal solution to retrieve

Returns: The named primal Finite Element State

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ stateNames()

virtual std::vector<std::string> serac::BasePhysics::stateNames ( ) const

pure virtual

Get a vector of the finite element state primal solution names.

Returns: The primal solution names

Implemented in serac::Thermomechanics< order, dim, parameter_space >, serac::SolidMechanics< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >, and serac::HeatTransfer< order, dim, Parameters< parameter_space... >, std::integer_sequence< int, parameter_indices... > >.

◆ time()

double serac::BasePhysics::time ( ) const

virtual

Get the current forward-solution time.

Returns: The current forward-solution time

Definition at line 48 of file base_physics.cpp.

◆ timesteps()

std::vector< double > serac::BasePhysics::timesteps ( ) const

virtual

Get a vector of the timestep sizes (i.e. \(\Delta t\)s) taken by the forward solver.

Returns: The vector of timestep sizes taken by the foward solver

Definition at line 60 of file base_physics.cpp.

◆ UpdateParaviewDataCollection()

void serac::BasePhysics::UpdateParaviewDataCollection ( const std::string & paraview_output_dir ) const

protected

Update the paraview states, duals, parameters, and metadata (cycle, time) in preparation for output.

Parameters

paraview_output_dir The directory to write the paraview output

Definition at line 160 of file base_physics.cpp.

Member Data Documentation

◆ cached_checkpoint_states_

std::unordered_map<std::string, serac::FiniteElementState> serac::BasePhysics::cached_checkpoint_states_

mutableprotected

A container relating a checkpointed cycle and the associated finite element state fields.

Note: This is only used when the disk-based checkpointing is used. It avoids thrashing the disk IO by performing a file open/read/close for every separate retrieval of state checkpoint data for the various primal fields.

Definition at line 506 of file base_physics.hpp.

◆ shape_displacement_

FiniteElementState& serac::BasePhysics::shape_displacement_

protected

The parameter info associated with the shape displacement field.

Note: This is owned by the State Manager since it is associated with the mesh

Definition at line 488 of file base_physics.hpp.

◆ shape_displacement_sensitivity_

std::unique_ptr<FiniteElementDual> serac::BasePhysics::shape_displacement_sensitivity_

protected

Sensitivity with respect to the shape displacement field.

Note: This quantity is also called the vector-Jacobian product during back propagation in data science.; This is owned by the physics instance as the sensitivity is with respect to a certain PDE residual (i.e. physics module)

Definition at line 494 of file base_physics.hpp.

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

src/serac/physics/base_physics.hpp
src/serac/physics/base_physics.cpp

Classes

Public Member Functions

Protected Member Functions

Protected Attributes

Static Protected Attributes

Detailed Description

Constructor & Destructor Documentation

◆ BasePhysics() [1/2]

◆ BasePhysics() [2/2]

Member Function Documentation

◆ adjoint()

◆ adjointNames()

◆ advanceTimestep()

◆ completeSetup()

◆ computeInitialConditionSensitivity()

◆ computeTimestepSensitivity()

◆ computeTimestepShapeSensitivity()

◆ cycle()

◆ getCheckpointedStates()

◆ getCheckpointedTimestep()

◆ initializeBasePhysicsStates()

◆ initializeSummary()

◆ isQuasistatic()

◆ loadCheckpointedState()

◆ maxCycle()

◆ maxTime()

◆ minCycle()

◆ minTime()

◆ outputStateToDisk()

◆ parameter() [1/2]

◆ parameter() [2/2]

◆ parameterNames()

◆ resetStates()

◆ reverseAdjointTimestep()

◆ saveSummary()

◆ setParameter()

◆ setShapeDisplacement()

◆ shapeDisplacement()

◆ state()

◆ stateNames()

◆ time()

◆ timesteps()

◆ UpdateParaviewDataCollection()

Member Data Documentation

◆ cached_checkpoint_states_

◆ shape_displacement_

◆ shape_displacement_sensitivity_