torchphysics.problem package

Classes and a wrapper to handle the whole problem of a pde, including the pde, variables and their domains and boudary conditions

Subpackages

• torchphysics.problem.conditions package
  • Submodules
  • torchphysics.problem.conditions.condition module
    • AdaptiveWeightsCondition
    • Condition
      • Condition.forward()
    • DataCondition
      • DataCondition.forward()
    • DeepRitzCondition
    • HPCMCondition
      • HPCMCondition.forward()
    • HPM_EquationLoss_at_DataPoints
      • HPM_EquationLoss_at_DataPoints.forward()
    • HPM_EquationLoss_at_Sampler
      • HPM_EquationLoss_at_Sampler.forward()
    • IntegroPINNCondition
      • IntegroPINNCondition.forward()
    • MeanCondition
    • PINNCondition
    • ParameterCondition
      • ParameterCondition.forward()
    • PeriodicCondition
      • PeriodicCondition.forward()
    • SingleModuleCondition
      • SingleModuleCondition.forward()
    • SquaredError
      • SquaredError.forward()
  • torchphysics.problem.conditions.deeponet_condition module
    • DeepONetDataCondition
    • DeepONetSingleModuleCondition
      • DeepONetSingleModuleCondition.forward()
    • PIDeepONetCondition
• torchphysics.problem.domains package
  • Subpackages
    • torchphysics.problem.domains.domain0D package
      • Submodules
      • torchphysics.problem.domains.domain0D.point module
    • torchphysics.problem.domains.domain1D package
      • Submodules
      • torchphysics.problem.domains.domain1D.interval module
    • torchphysics.problem.domains.domain2D package
      • Submodules
      • 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 package
      • Submodules
      • torchphysics.problem.domains.domain3D.sphere module
      • torchphysics.problem.domains.domain3D.trimesh_polyhedron module
    • torchphysics.problem.domains.domainoperations namespace
      • Submodules
      • 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 package
      • Submodules
      • torchphysics.problem.domains.functionsets.functionset module
  • Submodules
  • torchphysics.problem.domains.domain module
    • BoundaryDomain
      • BoundaryDomain.__call__()
      • BoundaryDomain.bounding_box()
      • BoundaryDomain.normal()
    • Domain
      • Domain.__add__()
      • Domain.__and__()
      • Domain.__call__()
      • Domain.__contains__()
      • Domain.__mul__()
      • Domain.__sub__()
      • Domain.boundary
      • Domain.bounding_box()
      • Domain.compute_n_from_density()
      • Domain.len_of_params()
      • Domain.sample_grid()
      • Domain.sample_random_uniform()
      • Domain.set_necessary_variables()
      • Domain.set_volume()
      • Domain.transform_to_user_functions()
      • Domain.volume()
• torchphysics.problem.samplers package
  • Submodules
  • torchphysics.problem.samplers.data_samplers module
    • DataSampler
      • DataSampler.sample_points()
  • torchphysics.problem.samplers.grid_samplers module
    • ExponentialIntervalSampler
      • ExponentialIntervalSampler.sample_points()
    • GridSampler
  • torchphysics.problem.samplers.plot_samplers module
    • AnimationSampler
      • AnimationSampler.animation_key
      • AnimationSampler.plot_domain_constant
      • AnimationSampler.sample_animation_points()
      • AnimationSampler.sample_plot_domain_points()
    • PlotSampler
      • PlotSampler.construct_sampler()
      • PlotSampler.sample_points()
      • PlotSampler.set_data_for_other_variables()
      • PlotSampler.transform_data_to_torch()
  • torchphysics.problem.samplers.random_samplers module
    • AdaptiveRandomRejectionSampler
      • AdaptiveRandomRejectionSampler.sample_points()
    • AdaptiveThresholdRejectionSampler
      • AdaptiveThresholdRejectionSampler.sample_points()
    • GaussianSampler
    • LHSSampler
    • RandomUniformSampler
  • torchphysics.problem.samplers.sampler_base module
    • AdaptiveSampler
      • AdaptiveSampler.sample_points()
    • AppendSampler
      • AppendSampler.__len__()
      • AppendSampler.sample_points()
    • ConcatSampler
      • ConcatSampler.__len__()
      • ConcatSampler.sample_points()
    • EmptySampler
      • EmptySampler.sample_points()
    • PointSampler
      • PointSampler.__add__()
      • PointSampler.__iter__()
      • PointSampler.__len__()
      • PointSampler.__mul__()
      • PointSampler.append()
      • PointSampler.empty()
      • PointSampler.is_adaptive
      • PointSampler.is_static
      • PointSampler.make_static()
      • PointSampler.sample_points()
      • PointSampler.set_length()
    • ProductSampler
      • ProductSampler.__len__()
      • ProductSampler.sample_points()
    • StaticSampler
      • StaticSampler.__len__()
      • StaticSampler.make_static()
      • StaticSampler.sample_points()
• torchphysics.problem.spaces package
  • Submodules
  • torchphysics.problem.spaces.functionspace module
    • FunctionSpace
  • torchphysics.problem.spaces.points module
    • Points
      • Points.__add__()
      • Points.__eq__()
      • Points.__getitem__()
      • Points.__iter__()
      • Points.__len__()
      • Points.__mul__()
      • Points.__or__()
      • Points.__pow__()
      • Points.__sub__()
      • Points.__truediv__()
      • Points.as_tensor
      • Points.coordinates
      • Points.cuda()
      • Points.device
      • Points.dim
      • Points.empty()
      • Points.from_coordinates()
      • Points.isempty
      • Points.join()
      • Points.joined()
      • Points.repeat()
      • Points.requires_grad
      • Points.shape
      • Points.to()
      • Points.track_coord_gradients()
      • Points.unsqueeze()
      • Points.variables
  • torchphysics.problem.spaces.space module
    • R1
    • R2
    • R3
    • Rn
    • Space
      • Space.__contains__()
      • Space.__eq__()
      • Space.__getitem__()
      • Space.__mul__()
      • Space.check_values_in_space()
      • Space.dim
      • Space.variables