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.problem.domains.functionsets.FE_functionset.FEFunctionSet method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE1D method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionSet method) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D 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) (torchphysics.problem.domains.functionsets.functionset.TestFunctionHelper 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_basis_at_quadrature_points() (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method) compute_center_and_volume() (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE1D method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) compute_grad_per_dof() (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE1D method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) 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) FEFunctionSet (class in torchphysics.problem.domains.functionsets.FE_functionset) 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) find_boundary_dofs() (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) fix_branch_input() (torchphysics.models.deeponet.deeponet.DeepONet method) fix_input() (torchphysics.models.deeponet.branchnets.BranchNet method) FNO (class in torchphysics.models.FNO) 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.fcn.Polynomial_FCN method) (torchphysics.models.FNO.FNO 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) (torchphysics.problem.conditions.variational_condition.VariationalPINNCondition method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionHelper static 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) get_quad_weights() (torchphysics.problem.domains.functionsets.FE_functionset.FEFunctionSet method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionSet method) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method) get_quadrature_points() (torchphysics.problem.domains.functionsets.FE_functionset.FEFunctionSet method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionSet method) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method)

grad() (in module torchphysics.utils.differentialoperators) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method) grad_reverse() (torchphysics.models.model.AdaptiveWeightLayer class method) GridSampler (class in torchphysics.problem.samplers.grid_samplers)

H

Harmonic_FCN (class in torchphysics.models.fcn) HarmonicFunctionSet1D (class in torchphysics.problem.domains.functionsets.harmonic_functionset)

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) LinearFE1D (class in torchphysics.problem.domains.functionsets.FE_functionset) LinearFE2D (class in torchphysics.problem.domains.functionsets.FE_functionset)

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.FNO 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.conditions.variational_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.FE_functionset torchphysics.problem.domains.functionsets.functionset torchphysics.problem.domains.functionsets.harmonic_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) Polynomial_FCN (class in torchphysics.models.fcn) 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) switch_quadrature_mode_on() (torchphysics.problem.domains.functionsets.FE_functionset.FEFunctionSet method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE1D method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionSet method) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method) sym_grad() (in module torchphysics.utils.differentialoperators)

T

TestFunctionHelper (class in torchphysics.problem.domains.functionsets.functionset) TestFunctionSet (class in torchphysics.problem.domains.functionsets.functionset) to() (torchphysics.problem.domains.functionsets.FE_functionset.FEFunctionSet method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE1D method) (torchphysics.problem.domains.functionsets.FE_functionset.LinearFE2D method) (torchphysics.problem.domains.functionsets.functionset.TestFunctionSet method) (torchphysics.problem.domains.functionsets.harmonic_functionset.HarmonicFunctionSet1D method) (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.FNO 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.conditions.variational_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.FE_functionset module torchphysics.problem.domains.functionsets.functionset module torchphysics.problem.domains.functionsets.harmonic_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)

VariationalPINNCondition (class in torchphysics.problem.conditions.variational_condition) 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)