0.1.1
Package Documentation:
API
Getting Started:
Installation
Tutorials
Community:
Team & Fundings
Contributing
License
Cite PINA
PINA
Index
Index
A
|
B
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C
|
D
|
E
|
F
|
G
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H
|
I
|
K
|
L
|
M
|
N
|
O
|
P
|
R
|
S
|
T
|
U
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V
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W
|
X
|
Z
A
AbstractProblem (class in pina.problem.abstract_problem)
AdaptiveActivationFunctionInterface (class in pina.adaptive_functions.adaptive_func_interface)
AdaptiveCELU (class in pina.adaptive_functions.adaptive_func)
AdaptiveELU (class in pina.adaptive_functions.adaptive_func)
AdaptiveExp (class in pina.adaptive_functions.adaptive_func)
AdaptiveGELU (class in pina.adaptive_functions.adaptive_func)
AdaptiveMish (class in pina.adaptive_functions.adaptive_func)
AdaptiveReLU (class in pina.adaptive_functions.adaptive_func)
AdaptiveSigmoid (class in pina.adaptive_functions.adaptive_func)
AdaptiveSiLU (class in pina.adaptive_functions.adaptive_func)
AdaptiveSIREN (class in pina.adaptive_functions.adaptive_func)
AdaptiveSoftmax (class in pina.adaptive_functions.adaptive_func)
AdaptiveSoftmin (class in pina.adaptive_functions.adaptive_func)
AdaptiveTanh (class in pina.adaptive_functions.adaptive_func)
add_module() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
add_points() (AbstractProblem method)
advection() (in module pina.operators)
aggregator() (MIONet property)
alpha() (AdaptiveActivationFunctionInterface property)
(AdaptiveCELU property)
(AdaptiveELU property)
(AdaptiveExp property)
(AdaptiveGELU property)
(AdaptiveMish property)
(AdaptiveReLU property)
(AdaptiveSigmoid property)
(AdaptiveSiLU property)
(AdaptiveSIREN property)
(AdaptiveSoftmax property)
(AdaptiveSoftmin property)
(AdaptiveTanh property)
append() (LabelTensor method)
apply() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
AveragingNeuralOperator (class in pina.model.avno)
B
basis() (PODBlock property)
beta() (AdaptiveActivationFunctionInterface property)
(AdaptiveCELU property)
(AdaptiveELU property)
(AdaptiveExp property)
(AdaptiveGELU property)
(AdaptiveMish property)
(AdaptiveReLU property)
(AdaptiveSigmoid property)
(AdaptiveSiLU property)
(AdaptiveSIREN property)
(AdaptiveSoftmax property)
(AdaptiveSoftmin property)
(AdaptiveTanh property)
bfloat16() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
branch_net() (DeepONet property)
buffers() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
C
CausalPINN (class in pina.solvers.pinns.causalpinn)
children() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
clone() (LabelTensor method)
CompetitivePINN (class in pina.solvers.pinns.competitive_pinn)
compile() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
compute_residual() (PINNInterface method)
Condition (class in pina.condition)
conditions() (AbstractProblem property)
configure_optimizers() (CompetitivePINN method)
(GAROM method)
(PINN method)
(SAPINN method)
(SolverInterface method)
(SupervisedSolver method)
cpu() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(LabelTensor method)
cuda() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(LabelTensor method)
current_condition_name() (PINNInterface property)
D
DeepONet (class in pina.model.deeponet)
detach() (LabelTensor method)
Difference (class in pina.geometry.difference_domain)
discretise_domain() (AbstractProblem method)
discriminator() (CompetitivePINN property)
div() (in module pina.operators)
domain() (AbstractProblem property)
double() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
E
eps() (CausalPINN property)
Equation (class in pina.equation.equation)
EquationInterface (class in pina.equation.equation_interface)
eval() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
Exclusion (class in pina.geometry.exclusion_domain)
expand() (PODBlock method)
extra_repr() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
extract() (LabelTensor method)
F
FeedForward (class in pina.model.feed_forward)
fit() (PODBlock method)
FixedFlux (class in pina.equation.equation_factory)
FixedGradient (class in pina.equation.equation_factory)
FixedValue (class in pina.equation.equation_factory)
float() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
FNO (class in pina.model.fno)
forward() (AdaptiveActivationFunctionInterface method)
(AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(AveragingNeuralOperator method)
(CompetitivePINN method)
(DeepONet method)
(FeedForward method)
(FNO method)
(FourierBlock1D method)
(FourierBlock2D method)
(FourierBlock3D method)
(FourierIntegralKernel method)
(GAROM method)
(KernelNeuralOperator method)
(LossInterface method)
(LowRankNeuralOperator method)
(LpLoss method)
(MIONet method)
(Network method)
(PeriodicBoundaryEmbedding method)
(PINN method)
(PODBlock method)
(PowerLoss method)
(ReducedOrderModelSolver method)
(ResidualBlock method)
(ResidualFeedForward method)
(SAPINN method)
(SolverInterface method)
(SpectralConvBlock1D method)
(SpectralConvBlock2D method)
(SpectralConvBlock3D method)
(SupervisedSolver method)
forward_map() (Network method)
FourierBlock1D (class in pina.model.layers.fourier)
FourierBlock2D (class in pina.model.layers.fourier)
FourierBlock3D (class in pina.model.layers.fourier)
FourierIntegralKernel (class in pina.model.fno)
func() (AdaptiveActivationFunctionInterface property)
(AdaptiveCELU property)
(AdaptiveELU property)
(AdaptiveExp property)
(AdaptiveGELU property)
(AdaptiveMish property)
(AdaptiveReLU property)
(AdaptiveSigmoid property)
(AdaptiveSiLU property)
(AdaptiveSIREN property)
(AdaptiveSoftmax property)
(AdaptiveSoftmin property)
(AdaptiveTanh property)
G
gamma() (AdaptiveActivationFunctionInterface property)
(AdaptiveCELU property)
(AdaptiveELU property)
(AdaptiveExp property)
(AdaptiveGELU property)
(AdaptiveMish property)
(AdaptiveReLU property)
(AdaptiveSigmoid property)
(AdaptiveSiLU property)
(AdaptiveSIREN property)
(AdaptiveSoftmax property)
(AdaptiveSoftmin property)
(AdaptiveTanh property)
GAROM (class in pina.solvers.garom)
geometries() (OperationInterface property)
get_buffer() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
get_extra_state() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
get_parameter() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
get_submodule() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
GPINN (class in pina.solvers.pinns.gpinn)
grad() (in module pina.operators)
H
half() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
have_sampled_points() (AbstractProblem property)
I
indeces_variables_extracted() (MIONet property)
input_variables() (AbstractProblem property)
integral_kernels() (KernelNeuralOperator property)
Intersection (class in pina.geometry.intersection_domain)
ipu() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
is_inside() (Difference method)
(Exclusion method)
(Intersection method)
(Location method)
(OperationInterface method)
(Union method)
K
KernelNeuralOperator (class in pina.model.base_no)
L
labels() (LabelTensor property)
LabelTensor (class in pina.label_tensor)
Laplace (class in pina.equation.equation_factory)
laplacian() (in module pina.operators)
lifting_operator() (KernelNeuralOperator property)
load_state_dict() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
Location (class in pina.geometry.location)
loss() (PINNInterface property)
(SupervisedSolver property)
loss_data() (CompetitivePINN method)
(PINNInterface method)
(ReducedOrderModelSolver method)
(SAPINN method)
(SupervisedSolver method)
loss_phys() (CausalPINN method)
(CompetitivePINN method)
(GPINN method)
(PINN method)
(PINNInterface method)
(SAPINN method)
LossInterface (class in pina.loss)
LowRankNeuralOperator (class in pina.model.lno)
LpLoss (class in pina.loss)
M
metrics() (MetricTracker property)
MetricTracker (class in pina.callbacks.processing_callbacks)
MIONet (class in pina.model.deeponet)
model() (MIONet property)
models() (SolverInterface property)
modules() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
MultiFeedForward (class in pina.model.multi_feed_forward)
N
named_buffers() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
named_children() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
named_modules() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
named_parameters() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
Network (class in pina.model.network)
neural_net() (CompetitivePINN property)
(PINN property)
(ReducedOrderModelSolver property)
(SAPINN property)
(SupervisedSolver property)
not_sampled_points() (AbstractProblem property)
O
on_load_checkpoint() (SAPINN method)
on_train_batch_end() (CompetitivePINN method)
(SAPINN method)
on_train_epoch_end() (MetricTracker method)
(PINNInterface method)
(R3Refinement method)
on_train_epoch_start() (SwitchOptimizer method)
on_train_start() (R3Refinement method)
(SAPINN method)
(SolverInterface method)
OperationInterface (class in pina.geometry.operation_interface)
optimizer_discriminator() (CompetitivePINN property)
optimizer_model() (CompetitivePINN property)
(SAPINN property)
optimizer_weights() (SAPINN property)
optimizers() (SolverInterface property)
output_variables() (AbstractProblem property)
P
parameter_domain() (ParametricProblem method)
parameters() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(ParametricProblem property)
ParametricProblem (class in pina.problem.parametric_problem)
period() (PeriodicBoundaryEmbedding property)
PeriodicBoundaryEmbedding (class in pina.model.layers.embedding)
pina.adaptive_functions.adaptive_func_interface (module)
pina.geometry.cartesian (module)
pina.geometry.difference_domain (module)
pina.geometry.ellipsoid (module)
pina.geometry.exclusion_domain (module)
pina.geometry.intersection_domain (module)
pina.geometry.location (module)
pina.geometry.operation_interface (module)
pina.geometry.simplex (module)
pina.geometry.union_domain (module)
pina.loss (module)
pina.model.network (module)
pina.operators (module)
pina.problem.abstract_problem (module)
pina.problem.parametric_problem (module)
pina.problem.spatial_problem (module)
pina.problem.timedep_problem (module)
pina.trainer (module)
PINN (class in pina.solvers.pinns.pinn)
PINNInterface (class in pina.solvers.pinns.basepinn)
PODBlock (class in pina.model.layers.pod)
PowerLoss (class in pina.loss)
problem() (SolverInterface property)
projection_operator() (KernelNeuralOperator property)
R
R3Refinement (class in pina.callbacks.adaptive_refinment_callbacks)
rank() (PODBlock property)
reduce() (PODBlock method)
ReducedOrderModelSolver (class in pina.solvers.rom)
reduction() (MIONet property)
register_backward_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_buffer() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_forward_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_forward_pre_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_full_backward_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_full_backward_pre_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_load_state_dict_post_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_module() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_parameter() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
register_state_dict_pre_hook() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
requires_grad_() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(LabelTensor method)
residual() (Equation method)
(EquationInterface method)
(SystemEquation method)
ResidualBlock (class in pina.model.layers.residual)
ResidualFeedForward (class in pina.model.feed_forward)
S
sample() (Difference method)
(Exclusion method)
(Intersection method)
(Location method)
(Union method)
SAPINN (class in pina.solvers.pinns.sapinn)
scale() (MIONet property)
scale_coefficients() (PODBlock property)
scaler() (PODBlock property)
scheduler() (PINN property)
(SupervisedSolver property)
scheduler_discriminator() (CompetitivePINN property)
scheduler_model() (CompetitivePINN property)
(SAPINN property)
scheduler_weights() (SAPINN property)
select() (LabelTensor method)
set_extra_state() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
share_memory() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
solver() (Trainer property)
SolverInterface (class in pina.solvers.solver)
spatial_domain() (SpatialProblem method)
spatial_variables() (SpatialProblem property)
SpatialProblem (class in pina.problem.spatial_problem)
SpectralConvBlock1D (class in pina.model.layers.spectral)
SpectralConvBlock2D (class in pina.model.layers.spectral)
SpectralConvBlock3D (class in pina.model.layers.spectral)
state_dict() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
store_log() (PINNInterface method)
SupervisedSolver (class in pina.solvers.supervised)
SwitchOptimizer (class in pina.callbacks.optimizer_callbacks)
SystemEquation (class in pina.equation.system_equation)
T
temporal_domain() (TimeDependentProblem method)
temporal_variable() (TimeDependentProblem property)
TimeDependentProblem (class in pina.problem.timedep_problem)
to() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(LabelTensor method)
to_empty() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
train() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
(Trainer method)
Trainer (class in pina.trainer)
training_step() (GAROM method)
(PINNInterface method)
(SolverInterface method)
(SupervisedSolver method)
translation() (MIONet property)
trunk_net() (DeepONet property)
type() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
U
Union (class in pina.geometry.union_domain)
V
variables() (OperationInterface property)
vstack() (LabelTensor static method)
W
weights_dict() (SAPINN property)
X
xpu() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)
Z
zero_grad() (AdaptiveCELU method)
(AdaptiveELU method)
(AdaptiveExp method)
(AdaptiveGELU method)
(AdaptiveMish method)
(AdaptiveReLU method)
(AdaptiveSigmoid method)
(AdaptiveSiLU method)
(AdaptiveSIREN method)
(AdaptiveSoftmax method)
(AdaptiveSoftmin method)
(AdaptiveTanh method)