Index

A

advection_diffusion_rhs() (in module autosim.simulations.spatiotemporal.advection_diffusion_multichannel) AdvectionDiffusion (class in autosim.simulations.spatiotemporal.advection_diffusion) AdvectionDiffusionMultichannel (class in autosim.simulations.spatiotemporal.advection_diffusion_multichannel) autosim.cli module autosim.device module autosim.experimental.simulations.compressible_fluid module autosim.experimental.simulations.hydrodynamics_2d module autosim.experimental.simulations.lattice_boltzmann module autosim.experimental.simulations.shallow_water module autosim.logging module autosim.simulations.base module autosim.simulations.double_pendulum module autosim.simulations.epidemic module

autosim.simulations.flow_problem module autosim.simulations.projectile module autosim.simulations.seir module autosim.simulations.spatiotemporal.advection_diffusion module autosim.simulations.spatiotemporal.advection_diffusion_multichannel module autosim.simulations.spatiotemporal.gray_scott module autosim.simulations.spatiotemporal.gross_pitaevskii module autosim.simulations.spatiotemporal.navier_stokes_conditioned module autosim.simulations.spatiotemporal.reaction_diffusion module autosim.types module autosim.utils module autosim.validation module

B

build_simulator() (in module autosim.cli)

C

check_covariance() (ValidationMixin static method) check_model_device() (in module autosim.device) check_pair() (ValidationMixin static method) check_tensor_is_2d() (ValidationMixin static method) check_torch_device_is_available() (in module autosim.device) check_vector() (ValidationMixin static method)

combine_stratified_splits() (in module autosim.cli) CompressibleFluid2D (class in autosim.experimental.simulations.compressible_fluid) compute_kinetic_energy() (in module autosim.simulations.double_pendulum) compute_normalization_stats() (in module autosim.cli) ConditionedNavierStokes2D (class in autosim.simulations.spatiotemporal.navier_stokes_conditioned) configure_logging() (in module autosim.logging) curl_2d() (in module autosim.experimental.simulations.lattice_boltzmann)

D

device (TorchDeviceMixin attribute)

double_pendulum_equations() (in module autosim.simulations.double_pendulum) DoublePendulum (class in autosim.simulations.double_pendulum)

E

Epidemic (class in autosim.simulations.epidemic)

event() (in module autosim.simulations.projectile)

F

f() (in module autosim.simulations.projectile) FlowProblem (class in autosim.simulations.flow_problem) forward() (Simulator method) (TorchSimulator method) forward_batch() (Simulator method) (TorchSimulator method) forward_samples_spatiotemporal() (AdvectionDiffusionMultichannel method) (CompressibleFluid2D method) (ConditionedNavierStokes2D method) (GrayScott method) (GrossPitaevskiiEquation2D method) (Hydrodynamics2D method) (LatticeBoltzmann method) (ReactionDiffusion method) (ShallowWater2D method) (SpatioTemporalSimulator method)

G

generate_complex_potential() (in module autosim.simulations.spatiotemporal.gross_pitaevskii) generate_dataset_splits() (in module autosim.cli) generate_normalization_stats_yaml() (in module autosim.cli) generate_output_data() (in module autosim.utils) generate_static_disorder() (in module autosim.simulations.spatiotemporal.gross_pitaevskii) get_configured_logger() (in module autosim.logging)

get_outputs_as_dict() (Simulator method) get_parameter_idx() (Simulator method) get_per_strata_counts() (in module autosim.cli) get_torch_device() (in module autosim.device) GPESimulator2D (class in autosim.simulations.spatiotemporal.gross_pitaevskii) GrayScott (class in autosim.simulations.spatiotemporal.gray_scott) GrossPitaevskiiEquation2D (class in autosim.simulations.spatiotemporal.gross_pitaevskii)

H

Hydrodynamics2D (class in autosim.experimental.simulations.hydrodynamics_2d)

I

in_dim (Simulator property)

initialize_state() (GPESimulator2D method)

L

LatticeBoltzmann (class in autosim.experimental.simulations.lattice_boltzmann)

list_simulators() (in module autosim.cli) logdet() (ValidationMixin static method)

M

main() (in module autosim.cli) max_eigval() (ValidationMixin static method) module autosim.cli autosim.device autosim.experimental.simulations.compressible_fluid autosim.experimental.simulations.hydrodynamics_2d autosim.experimental.simulations.lattice_boltzmann autosim.experimental.simulations.shallow_water autosim.logging autosim.simulations.base autosim.simulations.double_pendulum autosim.simulations.epidemic autosim.simulations.flow_problem autosim.simulations.projectile autosim.simulations.seir autosim.simulations.spatiotemporal.advection_diffusion autosim.simulations.spatiotemporal.advection_diffusion_multichannel autosim.simulations.spatiotemporal.gray_scott autosim.simulations.spatiotemporal.gross_pitaevskii autosim.simulations.spatiotemporal.navier_stokes_conditioned autosim.simulations.spatiotemporal.reaction_diffusion autosim.types autosim.utils autosim.validation

move_tensors_to_device() (in module autosim.device)

O

out_dim (Simulator property)

output_names (Simulator property)

P

param_bounds (Simulator property) param_names (Simulator property) parameters_range (Simulator property)

plot_spatiotemporal_video() (in module autosim.utils) Projectile (class in autosim.simulations.projectile) ProjectileMultioutput (class in autosim.simulations.projectile)

R

reaction_diffusion() (in module autosim.simulations.spatiotemporal.reaction_diffusion)

ReactionDiffusion (class in autosim.simulations.spatiotemporal.reaction_diffusion)

S

sample_inputs() (Simulator method) (TorchSimulator method) save_dataset_splits() (in module autosim.cli) save_example_videos() (in module autosim.cli) save_normalization_stats() (in module autosim.cli) save_resolved_config() (in module autosim.cli) SEIRSimulator (class in autosim.simulations.seir) set_random_seed() (in module autosim.validation) ShallowWater2D (class in autosim.experimental.simulations.shallow_water) simulate_advection_diffusion() (in module autosim.simulations.spatiotemporal.advection_diffusion_multichannel) simulate_compressible_fluid_2d() (in module autosim.experimental.simulations.compressible_fluid) simulate_conditioned_navier_stokes_2d() (in module autosim.simulations.spatiotemporal.navier_stokes_conditioned) simulate_double_pendulum() (in module autosim.simulations.double_pendulum) simulate_epidemic() (in module autosim.simulations.epidemic)

simulate_gpe_2d() (in module autosim.simulations.spatiotemporal.gross_pitaevskii) simulate_hydrodynamics_2d() (in module autosim.experimental.simulations.hydrodynamics_2d) simulate_lbm_cylinder() (in module autosim.experimental.simulations.lattice_boltzmann) simulate_projectile() (in module autosim.simulations.projectile) simulate_projectile_multioutput() (in module autosim.simulations.projectile) simulate_reaction_diffusion() (in module autosim.simulations.spatiotemporal.reaction_diffusion) simulate_seir_epidemic() (in module autosim.simulations.seir) simulate_spectral_gray_scott() (in module autosim.simulations.spatiotemporal.gray_scott) simulate_swe_2d() (in module autosim.experimental.simulations.shallow_water) Simulator (class in autosim.simulations.base) simulator_base() (in module autosim.simulations.projectile) simulator_name() (Simulator class method) SpatioTemporalSimulator (class in autosim.simulations.base) step() (GPESimulator2D method)

T

TorchDeviceError TorchDeviceMixin (class in autosim.device)

TorchSimulator (class in autosim.simulations.base) trace() (ValidationMixin static method)

V

ValidationMixin (class in autosim.validation)