Index

_

__add__() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.functionsets.functionset.FunctionSet method) (torchphysics.problem.domains.functionsets.functionset.FunctionSetCollection method) (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.spaces.points.Points method) __and__() (torchphysics.problem.domains.domain.Domain method) __call__() (torchphysics.problem.domains.domain.BoundaryDomain method) (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domain0D.point.Point method) (torchphysics.problem.domains.domain1D.interval.Interval method) (torchphysics.problem.domains.domain1D.interval.IntervalSingleBoundaryPoint method) (torchphysics.problem.domains.domain2D.circle.Circle method) (torchphysics.problem.domains.domain2D.parallelogram.Parallelogram method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon method) (torchphysics.problem.domains.domain2D.triangle.Triangle method) (torchphysics.problem.domains.domain3D.sphere.Sphere method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) (torchphysics.problem.domains.domainoperations.cut.CutDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionDomain method) (torchphysics.problem.domains.domainoperations.product.ProductDomain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.rotate.RotationMatrix2D method) (torchphysics.problem.domains.domainoperations.translate.Translate method) (torchphysics.problem.domains.domainoperations.union.UnionDomain method) (torchphysics.utils.user_fun.DomainUserFunction method) (torchphysics.utils.user_fun.UserFunction method) __contains__() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.spaces.space.Space method)

__eq__() (torchphysics.problem.spaces.points.Points method) (torchphysics.problem.spaces.space.Space method) __getitem__() (torchphysics.problem.spaces.points.Points method) (torchphysics.problem.spaces.space.Space method) (torchphysics.utils.data.dataloader.PointsDataset method) (torchphysics.utils.data.deeponet_dataloader.DeepONetDataset method) (torchphysics.utils.data.deeponet_dataloader.DeepONetDataset_Unique method) __iter__() (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.spaces.points.Points method) __len__() (torchphysics.problem.domains.functionsets.functionset.FunctionSet method) (torchphysics.problem.domains.functionsets.functionset.FunctionSetCollection method) (torchphysics.problem.samplers.sampler_base.AppendSampler method) (torchphysics.problem.samplers.sampler_base.ConcatSampler method) (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.samplers.sampler_base.ProductSampler method) (torchphysics.problem.samplers.sampler_base.StaticSampler method) (torchphysics.problem.spaces.points.Points method) (torchphysics.utils.data.dataloader.PointsDataset method) (torchphysics.utils.data.deeponet_dataloader.DeepONetDataset method) (torchphysics.utils.data.deeponet_dataloader.DeepONetDataset_Unique method) __mul__() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.spaces.points.Points method) (torchphysics.problem.spaces.space.Space method) __or__() (torchphysics.problem.spaces.points.Points method) __pow__() (torchphysics.problem.spaces.points.Points method) __sub__() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.spaces.points.Points method) __truediv__() (torchphysics.problem.spaces.points.Points method)

A

AdaptiveActivationFunction (class in torchphysics.models.activation_fn) AdaptiveRandomRejectionSampler (class in torchphysics.problem.samplers.random_samplers) AdaptiveSampler (class in torchphysics.problem.samplers.sampler_base) AdaptiveThresholdRejectionSampler (class in torchphysics.problem.samplers.random_samplers) AdaptiveWeightLayer (class in torchphysics.models.model) AdaptiveWeightLayer.GradReverse (class in torchphysics.models.model) AdaptiveWeightsCondition (class in torchphysics.problem.conditions.condition) animate() (in module torchphysics.utils.plotting.animation) animation_contour_2D() (in module torchphysics.utils.plotting.animation)

animation_key (torchphysics.problem.samplers.plot_samplers.AnimationSampler property) animation_line() (in module torchphysics.utils.plotting.animation) animation_quiver_2D() (in module torchphysics.utils.plotting.animation) animation_surface2D() (in module torchphysics.utils.plotting.animation) AnimationSampler (class in torchphysics.problem.samplers.plot_samplers) append() (torchphysics.problem.samplers.sampler_base.PointSampler method) AppendSampler (class in torchphysics.problem.samplers.sampler_base) apply_to_batch() (torchphysics.utils.user_fun.UserFunction method) as_tensor (torchphysics.problem.spaces.points.Points property)

B

backward() (torchphysics.models.activation_fn.relu_n static method) (torchphysics.models.deeponet.layers.linear static method) (torchphysics.models.model.AdaptiveWeightLayer.GradReverse static method) boundary (torchphysics.problem.domains.domain.Domain property) (torchphysics.problem.domains.domain1D.interval.Interval property) (torchphysics.problem.domains.domain2D.circle.Circle property) (torchphysics.problem.domains.domain2D.parallelogram.Parallelogram property) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon property) (torchphysics.problem.domains.domain2D.triangle.Triangle property) (torchphysics.problem.domains.domain3D.sphere.Sphere property) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron property) (torchphysics.problem.domains.domainoperations.cut.CutDomain property) (torchphysics.problem.domains.domainoperations.intersection.IntersectionDomain property) (torchphysics.problem.domains.domainoperations.product.ProductDomain property) (torchphysics.problem.domains.domainoperations.rotate.Rotate property) (torchphysics.problem.domains.domainoperations.translate.Translate property) (torchphysics.problem.domains.domainoperations.union.UnionDomain property) boundary_left (torchphysics.problem.domains.domain1D.interval.Interval property)

boundary_right (torchphysics.problem.domains.domain1D.interval.Interval property) BoundaryDomain (class in torchphysics.problem.domains.domain) bounding_box() (torchphysics.problem.domains.domain.BoundaryDomain method) (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domain0D.point.Point method) (torchphysics.problem.domains.domain1D.interval.Interval method) (torchphysics.problem.domains.domain2D.circle.Circle method) (torchphysics.problem.domains.domain2D.parallelogram.Parallelogram method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon method) (torchphysics.problem.domains.domain2D.triangle.Triangle method) (torchphysics.problem.domains.domain3D.sphere.Sphere method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) (torchphysics.problem.domains.domainoperations.cut.CutDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionDomain method) (torchphysics.problem.domains.domainoperations.product.ProductDomain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.translate.Translate method) (torchphysics.problem.domains.domainoperations.union.UnionDomain method) BranchNet (class in torchphysics.models.deeponet.branchnets)

C

check_values_in_space() (torchphysics.problem.spaces.space.Space method) Circle (class in torchphysics.problem.domains.domain2D.circle) CircleBoundary (class in torchphysics.problem.domains.domain2D.circle) compute_min_and_max() (in module torchphysics.utils.evaluation) compute_n_from_density() (torchphysics.problem.domains.domain.Domain method) ConcatSampler (class in torchphysics.problem.samplers.sampler_base) Condition (class in torchphysics.problem.conditions.condition) configure_optimizers() (torchphysics.solver.Solver method) construct_FC_trunk_layers() (in module torchphysics.models.deeponet.trunknets) construct_sampler() (torchphysics.problem.samplers.plot_samplers.PlotSampler method)

contour_2D() (in module torchphysics.utils.plotting.plot_functions) ConvBranchNet1D (class in torchphysics.models.deeponet.branchnets) convective() (in module torchphysics.utils.differentialoperators) coordinates (torchphysics.problem.spaces.points.Points property) create_function_batch() (torchphysics.problem.domains.functionsets.functionset.FunctionSet method) (torchphysics.problem.domains.functionsets.functionset.FunctionSetCollection method) cuda() (torchphysics.problem.spaces.points.Points method) curve3D() (in module torchphysics.utils.plotting.plot_functions) CustomFunctionSet (class in torchphysics.problem.domains.functionsets.functionset) CutBoundaryDomain (class in torchphysics.problem.domains.domainoperations.cut) CutDomain (class in torchphysics.problem.domains.domainoperations.cut)

D

DataCondition (class in torchphysics.problem.conditions.condition) DataSampler (class in torchphysics.problem.samplers.data_samplers) DeepONet (class in torchphysics.models.deeponet.deeponet) DeepONetDataCondition (class in torchphysics.problem.conditions.deeponet_condition) DeepONetDataLoader (class in torchphysics.utils.data.deeponet_dataloader) DeepONetDataset (class in torchphysics.utils.data.deeponet_dataloader) DeepONetDataset_Unique (class in torchphysics.utils.data.deeponet_dataloader) DeepONetSingleModuleCondition (class in torchphysics.problem.conditions.deeponet_condition)

DeepRitzCondition (class in torchphysics.problem.conditions.condition) DeepRitzNet (class in torchphysics.models.deepritz) device (torchphysics.problem.spaces.points.Points property) dim (torchphysics.problem.spaces.points.Points property) (torchphysics.problem.spaces.space.Space property) div() (in module torchphysics.utils.differentialoperators) Domain (class in torchphysics.problem.domains.domain) DomainUserFunction (class in torchphysics.utils.user_fun)

E

empty() (torchphysics.problem.samplers.sampler_base.PointSampler class method) (torchphysics.problem.spaces.points.Points class method) EmptySampler (class in torchphysics.problem.samplers.sampler_base) evaluate_function() (torchphysics.utils.user_fun.DomainUserFunction method) (torchphysics.utils.user_fun.UserFunction method)

ExponentialIntervalSampler (class in torchphysics.problem.samplers.grid_samplers) export_file() (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) extra_repr() (torchphysics.models.deeponet.layers.TrunkLinear method)

F

FCBranchNet (class in torchphysics.models.deeponet.branchnets) FCN (class in torchphysics.models.fcn) FCTrunkNet (class in torchphysics.models.deeponet.trunknets) finalize() (torchphysics.models.deeponet.branchnets.BranchNet method) (torchphysics.models.deeponet.branchnets.ConvBranchNet1D method) (torchphysics.models.deeponet.branchnets.FCBranchNet method) (torchphysics.models.deeponet.trunknets.FCTrunkNet method) (torchphysics.models.deeponet.trunknets.TrunkNet method) fix_branch_input() (torchphysics.models.deeponet.deeponet.DeepONet method) fix_input() (torchphysics.models.deeponet.branchnets.BranchNet method) forward() (torchphysics.models.activation_fn.AdaptiveActivationFunction method) (torchphysics.models.activation_fn.relu_n static method) (torchphysics.models.activation_fn.ReLUn method) (torchphysics.models.activation_fn.Sinus method) (torchphysics.models.deeponet.branchnets.BranchNet method) (torchphysics.models.deeponet.branchnets.ConvBranchNet1D method) (torchphysics.models.deeponet.branchnets.FCBranchNet method) (torchphysics.models.deeponet.deeponet.DeepONet method) (torchphysics.models.deeponet.layers.linear static method) (torchphysics.models.deeponet.layers.TrunkLinear method) (torchphysics.models.deeponet.trunknets.FCTrunkNet method) (torchphysics.models.deepritz.DeepRitzNet method) (torchphysics.models.fcn.FCN method) (torchphysics.models.fcn.Harmonic_FCN method) (torchphysics.models.model.AdaptiveWeightLayer method) (torchphysics.models.model.AdaptiveWeightLayer.GradReverse static method) (torchphysics.models.model.NormalizationLayer method) (torchphysics.models.model.Parallel method) (torchphysics.models.model.Sequential method) (torchphysics.models.qres.QRES method) (torchphysics.models.qres.Quadratic method) (torchphysics.problem.conditions.condition.Condition method) (torchphysics.problem.conditions.condition.DataCondition method) (torchphysics.problem.conditions.condition.HPCMCondition method) (torchphysics.problem.conditions.condition.HPM_EquationLoss_at_DataPoints method) (torchphysics.problem.conditions.condition.HPM_EquationLoss_at_Sampler method) (torchphysics.problem.conditions.condition.IntegroPINNCondition method) (torchphysics.problem.conditions.condition.ParameterCondition method) (torchphysics.problem.conditions.condition.PeriodicCondition method) (torchphysics.problem.conditions.condition.SingleModuleCondition method) (torchphysics.problem.conditions.condition.SquaredError method) (torchphysics.problem.conditions.deeponet_condition.DeepONetSingleModuleCondition method)

from_angles() (torchphysics.problem.domains.domainoperations.rotate.Rotate class method) from_coordinates() (torchphysics.problem.spaces.points.Points class method) FunctionSet (class in torchphysics.problem.domains.functionsets.functionset) FunctionSetCollection (class in torchphysics.problem.domains.functionsets.functionset) FunctionSpace (class in torchphysics.problem.spaces.functionspace)

G

GaussianSampler (class in torchphysics.problem.samplers.random_samplers) grad() (in module torchphysics.utils.differentialoperators)

grad_reverse() (torchphysics.models.model.AdaptiveWeightLayer class method) GridSampler (class in torchphysics.problem.samplers.grid_samplers)

H

Harmonic_FCN (class in torchphysics.models.fcn) HPCMCondition (class in torchphysics.problem.conditions.condition)

HPM_EquationLoss_at_DataPoints (class in torchphysics.problem.conditions.condition) HPM_EquationLoss_at_Sampler (class in torchphysics.problem.conditions.condition)

I

in_features (torchphysics.models.qres.Quadratic property) IntegroPINNCondition (class in torchphysics.problem.conditions.condition) IntersectionBoundaryDomain (class in torchphysics.problem.domains.domainoperations.intersection) IntersectionDomain (class in torchphysics.problem.domains.domainoperations.intersection) Interval (class in torchphysics.problem.domains.domain1D.interval)

IntervalBoundary (class in torchphysics.problem.domains.domain1D.interval) IntervalSingleBoundaryPoint (class in torchphysics.problem.domains.domain1D.interval) is_adaptive (torchphysics.problem.samplers.sampler_base.PointSampler property) is_static (torchphysics.problem.samplers.sampler_base.PointSampler property) isempty (torchphysics.problem.spaces.points.Points property)

J

jac() (in module torchphysics.utils.differentialoperators)

join() (torchphysics.problem.spaces.points.Points method) joined() (torchphysics.problem.spaces.points.Points class method)

L

laplacian() (in module torchphysics.utils.differentialoperators) len_of_params() (torchphysics.problem.domains.domain.Domain method)

LHSSampler (class in torchphysics.problem.samplers.random_samplers) line_plot() (in module torchphysics.utils.plotting.plot_functions) linear (class in torchphysics.models.deeponet.layers)

M

make_static() (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.samplers.sampler_base.StaticSampler method) matrix_div() (in module torchphysics.utils.differentialoperators) MeanCondition (class in torchphysics.problem.conditions.condition) Model (class in torchphysics.models.model) module torchphysics torchphysics.models torchphysics.models.activation_fn torchphysics.models.deeponet torchphysics.models.deeponet.branchnets torchphysics.models.deeponet.deeponet torchphysics.models.deeponet.layers torchphysics.models.deeponet.trunknets torchphysics.models.deepritz torchphysics.models.fcn torchphysics.models.model torchphysics.models.parameter torchphysics.models.qres torchphysics.problem torchphysics.problem.conditions torchphysics.problem.conditions.condition torchphysics.problem.conditions.deeponet_condition torchphysics.problem.domains torchphysics.problem.domains.domain torchphysics.problem.domains.domain0D torchphysics.problem.domains.domain0D.point torchphysics.problem.domains.domain1D torchphysics.problem.domains.domain1D.interval torchphysics.problem.domains.domain2D torchphysics.problem.domains.domain2D.circle torchphysics.problem.domains.domain2D.parallelogram torchphysics.problem.domains.domain2D.shapely_polygon torchphysics.problem.domains.domain2D.triangle torchphysics.problem.domains.domain3D torchphysics.problem.domains.domain3D.sphere torchphysics.problem.domains.domain3D.trimesh_polyhedron torchphysics.problem.domains.domainoperations torchphysics.problem.domains.domainoperations.cut torchphysics.problem.domains.domainoperations.intersection torchphysics.problem.domains.domainoperations.product torchphysics.problem.domains.domainoperations.rotate torchphysics.problem.domains.domainoperations.sampler_helper torchphysics.problem.domains.domainoperations.translate torchphysics.problem.domains.domainoperations.union torchphysics.problem.domains.functionsets torchphysics.problem.domains.functionsets.functionset torchphysics.problem.samplers torchphysics.problem.samplers.data_samplers torchphysics.problem.samplers.grid_samplers torchphysics.problem.samplers.plot_samplers torchphysics.problem.samplers.random_samplers torchphysics.problem.samplers.sampler_base torchphysics.problem.spaces torchphysics.problem.spaces.functionspace torchphysics.problem.spaces.points torchphysics.problem.spaces.space torchphysics.solver torchphysics.utils torchphysics.utils.callbacks torchphysics.utils.data torchphysics.utils.data.dataloader torchphysics.utils.data.deeponet_dataloader torchphysics.utils.differentialoperators torchphysics.utils.evaluation torchphysics.utils.plotting torchphysics.utils.plotting.animation torchphysics.utils.plotting.plot_functions torchphysics.utils.plotting.scatter_points torchphysics.utils.user_fun

N

necessary_args (torchphysics.problem.domains.domainoperations.rotate.RotationMatrix3D property) (torchphysics.utils.user_fun.UserFunction property) normal() (torchphysics.problem.domains.domain.BoundaryDomain method) (torchphysics.problem.domains.domain1D.interval.IntervalBoundary method) (torchphysics.problem.domains.domain1D.interval.IntervalSingleBoundaryPoint method) (torchphysics.problem.domains.domain2D.circle.CircleBoundary method) (torchphysics.problem.domains.domain2D.parallelogram.ParallelogramBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyBoundary method) (torchphysics.problem.domains.domain2D.triangle.TriangleBoundary method) (torchphysics.problem.domains.domain3D.sphere.SphereBoundary method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshBoundary method) (torchphysics.problem.domains.domainoperations.cut.CutBoundaryDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionBoundaryDomain method) (torchphysics.problem.domains.domainoperations.union.UnionBoundaryDomain method)

normal_derivative() (in module torchphysics.utils.differentialoperators) NormalizationLayer (class in torchphysics.models.model)

O

on_train_batch_end() (torchphysics.utils.callbacks.PlotterCallback method) (torchphysics.utils.callbacks.TrainerStateCheckpoint method) on_train_batch_start() (torchphysics.utils.callbacks.WeightSaveCallback method) on_train_end() (torchphysics.utils.callbacks.PlotterCallback method) (torchphysics.utils.callbacks.WeightSaveCallback method) on_train_start() (torchphysics.solver.Solver method) (torchphysics.utils.callbacks.PlotterCallback method) (torchphysics.utils.callbacks.WeightSaveCallback method)

OptimizerSetting (class in torchphysics.solver) optional_args (torchphysics.utils.user_fun.UserFunction property) out_features (torchphysics.models.qres.Quadratic property) outline() (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon method)

P

Parallel (class in torchphysics.models.model) Parallelogram (class in torchphysics.problem.domains.domain2D.parallelogram) ParallelogramBoundary (class in torchphysics.problem.domains.domain2D.parallelogram) Parameter (class in torchphysics.models.parameter) ParameterCondition (class in torchphysics.problem.conditions.condition) partial() (in module torchphysics.utils.differentialoperators) partially_evaluate() (torchphysics.problem.domains.domainoperations.rotate.RotationMatrix2D method) (torchphysics.utils.user_fun.UserFunction method) PeriodicCondition (class in torchphysics.problem.conditions.condition) PIDeepONetCondition (class in torchphysics.problem.conditions.deeponet_condition) PINNCondition (class in torchphysics.problem.conditions.condition) plot() (in module torchphysics.utils.plotting.plot_functions) (torchphysics.utils.plotting.plot_functions.Plotter method)

plot_domain_constant (torchphysics.problem.samplers.plot_samplers.AnimationSampler property) PlotSampler (class in torchphysics.problem.samplers.plot_samplers) Plotter (class in torchphysics.utils.plotting.plot_functions) PlotterCallback (class in torchphysics.utils.callbacks) Point (class in torchphysics.problem.domains.domain0D.point) Points (class in torchphysics.problem.spaces.points) PointSampler (class in torchphysics.problem.samplers.sampler_base) PointsDataLoader (class in torchphysics.utils.data.dataloader) PointsDataset (class in torchphysics.utils.data.dataloader) ProductDomain (class in torchphysics.problem.domains.domainoperations.product) ProductSampler (class in torchphysics.problem.samplers.sampler_base) project_on_plane() (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method)

Q

QRES (class in torchphysics.models.qres)

Quadratic (class in torchphysics.models.qres) quiver2D() (in module torchphysics.utils.plotting.plot_functions)

R

R1 (class in torchphysics.problem.spaces.space) R2 (class in torchphysics.problem.spaces.space) R3 (class in torchphysics.problem.spaces.space) RandomUniformSampler (class in torchphysics.problem.samplers.random_samplers) relu_n (class in torchphysics.models.activation_fn) ReLUn (class in torchphysics.models.activation_fn) remove_default() (torchphysics.utils.user_fun.UserFunction method)

repeat() (torchphysics.problem.spaces.points.Points method) requires_grad (torchphysics.problem.spaces.points.Points property) reset_parameters() (torchphysics.models.deeponet.layers.TrunkLinear method) Rn (class in torchphysics.problem.spaces.space) rot() (in module torchphysics.utils.differentialoperators) Rotate (class in torchphysics.problem.domains.domainoperations.rotate) RotationMatrix2D (class in torchphysics.problem.domains.domainoperations.rotate) RotationMatrix3D (class in torchphysics.problem.domains.domainoperations.rotate)

S

sample_animation_points() (torchphysics.problem.samplers.plot_samplers.AnimationSampler method) sample_grid() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domain0D.point.Point method) (torchphysics.problem.domains.domain1D.interval.Interval method) (torchphysics.problem.domains.domain1D.interval.IntervalBoundary method) (torchphysics.problem.domains.domain1D.interval.IntervalSingleBoundaryPoint method) (torchphysics.problem.domains.domain2D.circle.Circle method) (torchphysics.problem.domains.domain2D.circle.CircleBoundary method) (torchphysics.problem.domains.domain2D.parallelogram.Parallelogram method) (torchphysics.problem.domains.domain2D.parallelogram.ParallelogramBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon method) (torchphysics.problem.domains.domain2D.triangle.Triangle method) (torchphysics.problem.domains.domain2D.triangle.TriangleBoundary method) (torchphysics.problem.domains.domain3D.sphere.Sphere method) (torchphysics.problem.domains.domain3D.sphere.SphereBoundary method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshBoundary method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) (torchphysics.problem.domains.domainoperations.cut.CutBoundaryDomain method) (torchphysics.problem.domains.domainoperations.cut.CutDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionBoundaryDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionDomain method) (torchphysics.problem.domains.domainoperations.product.ProductDomain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.translate.Translate method) (torchphysics.problem.domains.domainoperations.union.UnionBoundaryDomain method) (torchphysics.problem.domains.domainoperations.union.UnionDomain method) sample_params() (torchphysics.problem.domains.functionsets.functionset.FunctionSet method) (torchphysics.problem.domains.functionsets.functionset.FunctionSetCollection method) sample_plot_domain_points() (torchphysics.problem.samplers.plot_samplers.AnimationSampler method) sample_points() (torchphysics.problem.samplers.data_samplers.DataSampler method) (torchphysics.problem.samplers.grid_samplers.ExponentialIntervalSampler method) (torchphysics.problem.samplers.plot_samplers.PlotSampler method) (torchphysics.problem.samplers.random_samplers.AdaptiveRandomRejectionSampler method) (torchphysics.problem.samplers.random_samplers.AdaptiveThresholdRejectionSampler method) (torchphysics.problem.samplers.sampler_base.AdaptiveSampler method) (torchphysics.problem.samplers.sampler_base.AppendSampler method) (torchphysics.problem.samplers.sampler_base.ConcatSampler method) (torchphysics.problem.samplers.sampler_base.EmptySampler method) (torchphysics.problem.samplers.sampler_base.PointSampler method) (torchphysics.problem.samplers.sampler_base.ProductSampler method) (torchphysics.problem.samplers.sampler_base.StaticSampler method) sample_random_uniform() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domain0D.point.Point method) (torchphysics.problem.domains.domain1D.interval.Interval method) (torchphysics.problem.domains.domain1D.interval.IntervalBoundary method) (torchphysics.problem.domains.domain1D.interval.IntervalSingleBoundaryPoint method) (torchphysics.problem.domains.domain2D.circle.Circle method) (torchphysics.problem.domains.domain2D.circle.CircleBoundary method) (torchphysics.problem.domains.domain2D.parallelogram.Parallelogram method) (torchphysics.problem.domains.domain2D.parallelogram.ParallelogramBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyBoundary method) (torchphysics.problem.domains.domain2D.shapely_polygon.ShapelyPolygon method) (torchphysics.problem.domains.domain2D.triangle.Triangle method) (torchphysics.problem.domains.domain2D.triangle.TriangleBoundary method) (torchphysics.problem.domains.domain3D.sphere.Sphere method) (torchphysics.problem.domains.domain3D.sphere.SphereBoundary method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshBoundary method) (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) (torchphysics.problem.domains.domainoperations.cut.CutBoundaryDomain method) (torchphysics.problem.domains.domainoperations.cut.CutDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionBoundaryDomain method) (torchphysics.problem.domains.domainoperations.intersection.IntersectionDomain method) (torchphysics.problem.domains.domainoperations.product.ProductDomain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.translate.Translate method) (torchphysics.problem.domains.domainoperations.union.UnionBoundaryDomain method) (torchphysics.problem.domains.domainoperations.union.UnionDomain method)

scatter() (in module torchphysics.utils.plotting.scatter_points) Sequential (class in torchphysics.models.model) set_bounding_box() (torchphysics.problem.domains.domainoperations.product.ProductDomain method) set_data_for_other_variables() (torchphysics.problem.samplers.plot_samplers.PlotSampler method) set_default() (torchphysics.utils.user_fun.UserFunction method) set_length() (torchphysics.problem.samplers.sampler_base.PointSampler method) set_necessary_variables() (torchphysics.problem.domains.domain.Domain method) set_volume() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.translate.Translate method) shape (torchphysics.problem.spaces.points.Points property) ShapelyBoundary (class in torchphysics.problem.domains.domain2D.shapely_polygon) ShapelyPolygon (class in torchphysics.problem.domains.domain2D.shapely_polygon) SingleModuleCondition (class in torchphysics.problem.conditions.condition) Sinus (class in torchphysics.models.activation_fn) slice_with_plane() (torchphysics.problem.domains.domain3D.trimesh_polyhedron.TrimeshPolyhedron method) Solver (class in torchphysics.solver) Space (class in torchphysics.problem.spaces.space) Sphere (class in torchphysics.problem.domains.domain3D.sphere) SphereBoundary (class in torchphysics.problem.domains.domain3D.sphere) SquaredError (class in torchphysics.problem.conditions.condition) StaticSampler (class in torchphysics.problem.samplers.sampler_base) surface2D() (in module torchphysics.utils.plotting.plot_functions) sym_grad() (in module torchphysics.utils.differentialoperators)

T

to() (torchphysics.problem.spaces.points.Points method) torchphysics module torchphysics.models module torchphysics.models.activation_fn module torchphysics.models.deeponet module torchphysics.models.deeponet.branchnets module torchphysics.models.deeponet.deeponet module torchphysics.models.deeponet.layers module torchphysics.models.deeponet.trunknets module torchphysics.models.deepritz module torchphysics.models.fcn module torchphysics.models.model module torchphysics.models.parameter module torchphysics.models.qres module torchphysics.problem module torchphysics.problem.conditions module torchphysics.problem.conditions.condition module torchphysics.problem.conditions.deeponet_condition module torchphysics.problem.domains module torchphysics.problem.domains.domain module torchphysics.problem.domains.domain0D module torchphysics.problem.domains.domain0D.point module torchphysics.problem.domains.domain1D module torchphysics.problem.domains.domain1D.interval module torchphysics.problem.domains.domain2D module torchphysics.problem.domains.domain2D.circle module torchphysics.problem.domains.domain2D.parallelogram module torchphysics.problem.domains.domain2D.shapely_polygon module torchphysics.problem.domains.domain2D.triangle module torchphysics.problem.domains.domain3D module torchphysics.problem.domains.domain3D.sphere module torchphysics.problem.domains.domain3D.trimesh_polyhedron module torchphysics.problem.domains.domainoperations module torchphysics.problem.domains.domainoperations.cut module torchphysics.problem.domains.domainoperations.intersection module torchphysics.problem.domains.domainoperations.product module

torchphysics.problem.domains.domainoperations.rotate module torchphysics.problem.domains.domainoperations.sampler_helper module torchphysics.problem.domains.domainoperations.translate module torchphysics.problem.domains.domainoperations.union module torchphysics.problem.domains.functionsets module torchphysics.problem.domains.functionsets.functionset module torchphysics.problem.samplers module torchphysics.problem.samplers.data_samplers module torchphysics.problem.samplers.grid_samplers module torchphysics.problem.samplers.plot_samplers module torchphysics.problem.samplers.random_samplers module torchphysics.problem.samplers.sampler_base module torchphysics.problem.spaces module torchphysics.problem.spaces.functionspace module torchphysics.problem.spaces.points module torchphysics.problem.spaces.space module torchphysics.solver module torchphysics.utils module torchphysics.utils.callbacks module torchphysics.utils.data module torchphysics.utils.data.dataloader module torchphysics.utils.data.deeponet_dataloader module torchphysics.utils.differentialoperators module torchphysics.utils.evaluation module torchphysics.utils.plotting module torchphysics.utils.plotting.animation module torchphysics.utils.plotting.plot_functions module torchphysics.utils.plotting.scatter_points module torchphysics.utils.user_fun module track_coord_gradients() (torchphysics.problem.spaces.points.Points method) train_dataloader() (torchphysics.solver.Solver method) TrainerStateCheckpoint (class in torchphysics.utils.callbacks) training_step() (torchphysics.solver.Solver method) transform_data_to_torch() (torchphysics.problem.samplers.plot_samplers.PlotSampler method) transform_to_user_functions() (torchphysics.problem.domains.domain.Domain method) Translate (class in torchphysics.problem.domains.domainoperations.translate) Triangle (class in torchphysics.problem.domains.domain2D.triangle) TriangleBoundary (class in torchphysics.problem.domains.domain2D.triangle) TrimeshBoundary (class in torchphysics.problem.domains.domain3D.trimesh_polyhedron) TrimeshPolyhedron (class in torchphysics.problem.domains.domain3D.trimesh_polyhedron) TrunkLinear (class in torchphysics.models.deeponet.layers) TrunkNet (class in torchphysics.models.deeponet.trunknets)

U

UnionBoundaryDomain (class in torchphysics.problem.domains.domainoperations.union) UnionDomain (class in torchphysics.problem.domains.domainoperations.union)

unsqueeze() (torchphysics.problem.spaces.points.Points method) UserFunction (class in torchphysics.utils.user_fun)

V

val_dataloader() (torchphysics.solver.Solver method) validation_step() (torchphysics.solver.Solver method) variables (torchphysics.problem.spaces.points.Points property) (torchphysics.problem.spaces.space.Space property)

volume() (torchphysics.problem.domains.domain.Domain method) (torchphysics.problem.domains.domainoperations.rotate.Rotate method) (torchphysics.problem.domains.domainoperations.translate.Translate method)

W

WeightSaveCallback (class in torchphysics.utils.callbacks)