.codacy.yml
.gitignore
.prospector.yaml
.readthedocs.yaml
CITATION.cff
LICENSE
README.md
pyproject.toml
requirements.txt
.github/ISSUE_TEMPLATE/config.yml
.github/workflows/build.yml
.github/workflows/release.yml
DeepXDE.egg-info/PKG-INFO
DeepXDE.egg-info/SOURCES.txt
DeepXDE.egg-info/dependency_links.txt
DeepXDE.egg-info/requires.txt
DeepXDE.egg-info/top_level.txt
deepxde/__init__.py
deepxde/_version.py
deepxde/callbacks.py
deepxde/config.py
deepxde/display.py
deepxde/gradients.py
deepxde/losses.py
deepxde/metrics.py
deepxde/model.py
deepxde/real.py
deepxde/backend/__init__.py
deepxde/backend/backend.py
deepxde/backend/set_default_backend.py
deepxde/backend/utils.py
deepxde/backend/jax/__init__.py
deepxde/backend/jax/tensor.py
deepxde/backend/paddle/__init__.py
deepxde/backend/paddle/tensor.py
deepxde/backend/pytorch/__init__.py
deepxde/backend/pytorch/tensor.py
deepxde/backend/tensorflow/__init__.py
deepxde/backend/tensorflow/tensor.py
deepxde/backend/tensorflow_compat_v1/__init__.py
deepxde/backend/tensorflow_compat_v1/tensor.py
deepxde/data/__init__.py
deepxde/data/constraint.py
deepxde/data/data.py
deepxde/data/dataset.py
deepxde/data/fpde.py
deepxde/data/func_constraint.py
deepxde/data/function.py
deepxde/data/function_spaces.py
deepxde/data/helper.py
deepxde/data/ide.py
deepxde/data/mf.py
deepxde/data/pde.py
deepxde/data/pde_operator.py
deepxde/data/quadruple.py
deepxde/data/sampler.py
deepxde/data/triple.py
deepxde/geometry/__init__.py
deepxde/geometry/csg.py
deepxde/geometry/geometry.py
deepxde/geometry/geometry_1d.py
deepxde/geometry/geometry_2d.py
deepxde/geometry/geometry_3d.py
deepxde/geometry/geometry_nd.py
deepxde/geometry/pointcloud.py
deepxde/geometry/sampler.py
deepxde/geometry/timedomain.py
deepxde/icbc/__init__.py
deepxde/icbc/boundary_conditions.py
deepxde/icbc/initial_conditions.py
deepxde/nn/__init__.py
deepxde/nn/activations.py
deepxde/nn/initializers.py
deepxde/nn/regularizers.py
deepxde/nn/jax/__init__.py
deepxde/nn/jax/fnn.py
deepxde/nn/jax/nn.py
deepxde/nn/paddle/__init__.py
deepxde/nn/paddle/deeponet.py
deepxde/nn/paddle/fnn.py
deepxde/nn/paddle/msffn.py
deepxde/nn/paddle/nn.py
deepxde/nn/pytorch/__init__.py
deepxde/nn/pytorch/deeponet.py
deepxde/nn/pytorch/fnn.py
deepxde/nn/pytorch/mionet.py
deepxde/nn/pytorch/nn.py
deepxde/nn/tensorflow/__init__.py
deepxde/nn/tensorflow/deeponet.py
deepxde/nn/tensorflow/fnn.py
deepxde/nn/tensorflow/nn.py
deepxde/nn/tensorflow_compat_v1/__init__.py
deepxde/nn/tensorflow_compat_v1/deeponet.py
deepxde/nn/tensorflow_compat_v1/fnn.py
deepxde/nn/tensorflow_compat_v1/mfnn.py
deepxde/nn/tensorflow_compat_v1/mionet.py
deepxde/nn/tensorflow_compat_v1/msffn.py
deepxde/nn/tensorflow_compat_v1/nn.py
deepxde/nn/tensorflow_compat_v1/resnet.py
deepxde/optimizers/__init__.py
deepxde/optimizers/config.py
deepxde/optimizers/jax/__init__.py
deepxde/optimizers/jax/optimizers.py
deepxde/optimizers/paddle/__init__.py
deepxde/optimizers/paddle/optimizers.py
deepxde/optimizers/pytorch/__init__.py
deepxde/optimizers/pytorch/optimizers.py
deepxde/optimizers/tensorflow/__init__.py
deepxde/optimizers/tensorflow/optimizers.py
deepxde/optimizers/tensorflow/tfp_optimizer.py
deepxde/optimizers/tensorflow_compat_v1/__init__.py
deepxde/optimizers/tensorflow_compat_v1/optimizers.py
deepxde/optimizers/tensorflow_compat_v1/scipy_optimizer.py
deepxde/optimizers/tensorflow_compat_v1/tfp_optimizer.py
deepxde/utils/__init__.py
deepxde/utils/array_ops_compat.py
deepxde/utils/external.py
deepxde/utils/internal.py
deepxde/utils/jax.py
deepxde/utils/paddle.py
deepxde/utils/pytorch.py
deepxde/utils/tensorflow.py
deepxde/utils/tensorflow_compat_v1.py
docker/Dockerfile
docker/requirements.txt
docs/Makefile
docs/conf.py
docs/index.rst
docs/make.bat
docs/requirements.txt
docs/demos/function.rst
docs/demos/operator.rst
docs/demos/pinn_forward.rst
docs/demos/pinn_inverse.rst
docs/demos/function/dataset.rst
docs/demos/function/func.rst
docs/demos/operator/antiderivative_aligned.rst
docs/demos/operator/antiderivative_unaligned.rst
docs/demos/pinn_forward/Kovasznay.flow.rst
docs/demos/pinn_forward/allen.cahn.rst
docs/demos/pinn_forward/burgers.rar.rst
docs/demos/pinn_forward/burgers.rst
docs/demos/pinn_forward/diffusion.1d.exactBC.rst
docs/demos/pinn_forward/diffusion.1d.resample.rst
docs/demos/pinn_forward/diffusion.1d.rst
docs/demos/pinn_forward/diffusion.reaction.rst
docs/demos/pinn_forward/eulerbeam.rst
docs/demos/pinn_forward/heat.resample.rst
docs/demos/pinn_forward/heat.rst
docs/demos/pinn_forward/helmholtz.2d.dirichlet.hpo.rst
docs/demos/pinn_forward/helmholtz.2d.dirichlet.rst
docs/demos/pinn_forward/helmholtz.2d.neumann.hole.rst
docs/demos/pinn_forward/helmholtz.2d.sound.hard.abc.rst
docs/demos/pinn_forward/klein.gordon.rst
docs/demos/pinn_forward/laplace.disk.rst
docs/demos/pinn_forward/lotka.volterra.rst
docs/demos/pinn_forward/ode.2nd.rst
docs/demos/pinn_forward/ode.system.rst
docs/demos/pinn_forward/poisson.1d.dirichlet.rst
docs/demos/pinn_forward/poisson.1d.dirichletperiodic.rst
docs/demos/pinn_forward/poisson.1d.dirichletrobin.rst
docs/demos/pinn_forward/poisson.1d.multiscaleFourier.rst
docs/demos/pinn_forward/poisson.1d.neumanndirichlet.rst
docs/demos/pinn_forward/poisson.1d.pointsetoperator.rst
docs/demos/pinn_forward/poisson.Lshape.rst
docs/demos/pinn_forward/poisson.dirichlet.1d.exactbc.rst
docs/demos/pinn_inverse/diffusion.1d.inverse.rst
docs/demos/pinn_inverse/elliptic.inverse.field.rst
docs/demos/pinn_inverse/lorenz.inverse.forced.rst
docs/demos/pinn_inverse/lorenz.inverse.rst
docs/demos/pinn_inverse/reaction.inverse.rst
docs/images/backend.png
docs/images/dataparallel.png
docs/images/deeponet.png
docs/images/mfnn.png
docs/images/pinn.png
docs/images/scaling.png
docs/modules/deepxde.backend.jax.rst
docs/modules/deepxde.backend.paddle.rst
docs/modules/deepxde.backend.pytorch.rst
docs/modules/deepxde.backend.rst
docs/modules/deepxde.backend.tensorflow.rst
docs/modules/deepxde.backend.tensorflow_compat_v1.rst
docs/modules/deepxde.data.rst
docs/modules/deepxde.geometry.rst
docs/modules/deepxde.icbc.rst
docs/modules/deepxde.nn.jax.rst
docs/modules/deepxde.nn.paddle.rst
docs/modules/deepxde.nn.pytorch.rst
docs/modules/deepxde.nn.rst
docs/modules/deepxde.nn.tensorflow.rst
docs/modules/deepxde.nn.tensorflow_compat_v1.rst
docs/modules/deepxde.optimizers.jax.rst
docs/modules/deepxde.optimizers.paddle.rst
docs/modules/deepxde.optimizers.pytorch.rst
docs/modules/deepxde.optimizers.rst
docs/modules/deepxde.optimizers.tensorflow.rst
docs/modules/deepxde.optimizers.tensorflow_compat_v1.rst
docs/modules/deepxde.rst
docs/modules/deepxde.utils.rst
docs/user/cite_deepxde.rst
docs/user/faq.rst
docs/user/installation.rst
docs/user/parallel.rst
docs/user/research.rst
docs/user/team.rst
examples/Makefile
examples/sample_to_test.py
examples/dataset/Allen_Cahn.mat
examples/dataset/Burgers.npz
examples/dataset/Lorenz.npz
examples/dataset/Poisson_Lshape.npz
examples/dataset/cylinder_nektar_wake.mat
examples/dataset/dataset.test
examples/dataset/dataset.train
examples/dataset/mf_hi_test.dat
examples/dataset/mf_hi_train.dat
examples/dataset/mf_lo_train.dat
examples/dataset/reaction.npz
examples/function/dataset.py
examples/function/func.py
examples/function/func_uncertainty.py
examples/function/mf_dataset.py
examples/function/mf_func.gpi
examples/function/mf_func.py
examples/operator/ADR_solver.py
examples/operator/advection_aligned_pideeponet.py
examples/operator/advection_aligned_pideeponet_2d.py
examples/operator/advection_unaligned_pideeponet.py
examples/operator/advection_unaligned_pideeponet_2d.py
examples/operator/antiderivative_aligned.py
examples/operator/antiderivative_aligned_pideeponet.py
examples/operator/antiderivative_unaligned.py
examples/operator/antiderivative_unaligned_pideeponet.py
examples/operator/diff_rec_aligned_pideeponet.py
examples/operator/diff_rec_unaligned_pideeponet.py
examples/pinn_forward/Allen_Cahn.py
examples/pinn_forward/Beltrami_flow.py
examples/pinn_forward/Burgers.py
examples/pinn_forward/Burgers_RAR.py
examples/pinn_forward/Euler_beam.py
examples/pinn_forward/Helmholtz_Dirichlet_2d.py
examples/pinn_forward/Helmholtz_Dirichlet_2d_HPO.py
examples/pinn_forward/Helmholtz_Neumann_2d_hole.py
examples/pinn_forward/Helmholtz_Sound_hard_ABC_2d.py
examples/pinn_forward/Klein_Gordon.py
examples/pinn_forward/Kovasznay_flow.py
examples/pinn_forward/Laplace_disk.py
examples/pinn_forward/Lotka_Volterra.py
examples/pinn_forward/Poisson_Dirichlet_1d.py
examples/pinn_forward/Poisson_Dirichlet_1d_exactBC.py
examples/pinn_forward/Poisson_Lshape.py
examples/pinn_forward/Poisson_Neumann_1d.py
examples/pinn_forward/Poisson_PointSetOperator_1d.py
examples/pinn_forward/Poisson_Robin_1d.py
examples/pinn_forward/Poisson_multiscale_1d.py
examples/pinn_forward/Poisson_periodic_1d.py
examples/pinn_forward/Schrodinger.ipynb
examples/pinn_forward/Volterra_IDE.py
examples/pinn_forward/diffusion_1d.py
examples/pinn_forward/diffusion_1d_exactBC.py
examples/pinn_forward/diffusion_1d_resample.py
examples/pinn_forward/diffusion_reaction.py
examples/pinn_forward/fractional_Poisson_1d.py
examples/pinn_forward/fractional_Poisson_2d.py
examples/pinn_forward/fractional_Poisson_3d.py
examples/pinn_forward/fractional_diffusion_1d.py
examples/pinn_forward/heat.py
examples/pinn_forward/heat_resample.py
examples/pinn_forward/ide.py
examples/pinn_forward/ode_2nd.py
examples/pinn_forward/ode_system.py
examples/pinn_forward/wave_1d.py
examples/pinn_inverse/Lorenz_inverse.py
examples/pinn_inverse/Lorenz_inverse_forced.py
examples/pinn_inverse/Navier_Stokes_inverse.py
examples/pinn_inverse/brinkman_forchheimer.py
examples/pinn_inverse/diffusion_1d_inverse.py
examples/pinn_inverse/diffusion_reaction_rate.py
examples/pinn_inverse/elliptic_inverse_field.py
examples/pinn_inverse/elliptic_inverse_field_batch.py
examples/pinn_inverse/fractional_Poisson_1d_inverse.py
examples/pinn_inverse/fractional_Poisson_2d_inverse.py
examples/pinn_inverse/reaction_inverse.py