.gitignore
.readthedocs.yaml
LICENSE
README.md
pyproject.toml
requirements.txt
.github/workflows/CI.yml
.github/workflows/python-publish.yml
PINNICLE.egg-info/PKG-INFO
PINNICLE.egg-info/SOURCES.txt
PINNICLE.egg-info/dependency_links.txt
PINNICLE.egg-info/requires.txt
PINNICLE.egg-info/top_level.txt
docs/Makefile
docs/advanced.rst
docs/conf.py
docs/index.rst
docs/installation.rst
docs/make.bat
docs/pinnicle_examples.rst
docs/requirements.txt
docs/api/pinnicle.domain.rst
docs/api/pinnicle.modeldata.rst
docs/api/pinnicle.nn.rst
docs/api/pinnicle.physics.rst
docs/api/pinnicle.rst
docs/api/pinnicle.utils.rst
docs/data/h5.rst
docs/data/issm.rst
docs/data/scatter.rst
docs/examples/Helheim_Transient.rst
docs/examples/Helheim_inverse_SSA.rst
docs/examples/Helheim_transient.rst
docs/examples/PIG_rheology_friction_inversion.rst
docs/images/Helheim_inversion_framework.png
docs/images/Helheim_inversion_results.png
docs/images/Helheim_transient_framework.png
docs/images/NN_time.png
docs/images/PIG_results.png
docs/images/PIG_rheology_friction_inversion_framework.png
docs/images/compareTransient2008.png
docs/images/compareTransient2009.png
docs/images/pinn.png
docs/physics/mass.rst
docs/physics/momentum.rst
docs/training/fft.rst
docs/training/learningratedecay.rst
docs/training/lossfunctions.rst
docs/training/nn.rst
docs/training/weights.rst
examples/Helheim_subdomain.py
examples/Helheim_transient.py
examples/Helheim_transient_SSA.py
examples/Helheim_transient_dt0.py
examples/pinn_ssa.py
examples/dataset/Helheim_Big.exp
examples/dataset/Helheim_Weertman_iT080_PINN_fastflow_CF.mat
examples/dataset/Helheim_fast_moving_20.mat
examples/dataset/Helheim_fastflow.mat
examples/dataset/Kangerlussuaq.exp
examples/dataset/fastflow_CF.exp
examples/dataset/flightTracks.mat
examples/dataset/flightTracks73.mat
examples/dataset/subdomain_data.h5
examples/example1_Helheim_inverse/Helheim.exp
examples/example1_Helheim_inverse/Helheim.mat
examples/example1_Helheim_inverse/example1.py
examples/example1_Helheim_inverse/pinn/model-800000.weights.h5
examples/example2_PIG/B.mat
examples/example2_PIG/C.mat
examples/example2_PIG/PIG.exp
examples/example2_PIG/PIG.mat
examples/example2_PIG/example2.py
examples/example2_PIG/pinn/model-1000000.weights.h5
examples/example3_Helheim_Transient/Helheim_Basin.exp
examples/example3_Helheim_Transient/Helheim_Transient_2008.1.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.2.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.3.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.4.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.5.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.6.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.7.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.8.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.9.mat
examples/example3_Helheim_Transient/Helheim_Transient_2008.mat
examples/example3_Helheim_Transient/Helheim_Transient_2009.mat
examples/example3_Helheim_Transient/example3.py
examples/example3_Helheim_Transient/pinn/model-800000.weights.h5
examples/notebooks/MC.ipynb
examples/notebooks/SSA.ipynb
examples/notebooks/Upernavik.ipynb
pinnicle/__init__.py
pinnicle/parameter.py
pinnicle/pinn.py
pinnicle/domain/__init__.py
pinnicle/domain/domain.py
pinnicle/modeldata/__init__.py
pinnicle/modeldata/data.py
pinnicle/modeldata/general_mat_data.py
pinnicle/modeldata/h5_data.py
pinnicle/modeldata/issm_data.py
pinnicle/nn/__init__.py
pinnicle/nn/helper.py
pinnicle/nn/nn.py
pinnicle/physics/__init__.py
pinnicle/physics/constants.py
pinnicle/physics/continuity.py
pinnicle/physics/dummy.py
pinnicle/physics/equationbase.py
pinnicle/physics/iceshelf.py
pinnicle/physics/physics.py
pinnicle/physics/stressbalance.py
pinnicle/physics/timeinvariant.py
pinnicle/utils/__init__.py
pinnicle/utils/backends_specified.py
pinnicle/utils/data_misfit.py
pinnicle/utils/helper.py
pinnicle/utils/history.py
pinnicle/utils/plotting.py
tests/.coverage
tests/__init__.py
tests/test_data.py
tests/test_domain.py
tests/test_nn.py
tests/test_parameters.py
tests/test_pde.py
tests/test_physics.py
tests/test_pinn.py
tests/test_plotting.py
tests/test_utils.py