Forward and Inverse Modeling of Ice Sheet Flow Using Physics-Informed Neural Networks: Application to Helheim Glacier, Greenland

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Name		Name	Last commit message	Last commit date
Latest commit History 304 Commits
PostProcessing		PostProcessing
burgers		burgers
equations		equations
experiments		experiments
matlab_SSA		matlab_SSA
old_scripts		old_scripts
utils		utils
FW1_hyper1.ipynb		FW1_hyper1.ipynb
FW1_hyper2.ipynb		FW1_hyper2.ipynb
README.md		README.md
SSA1D_test.ipynb		SSA1D_test.ipynb
SSA1D_test2.ipynb		SSA1D_test2.ipynb
analyzeResults.ipynb		analyzeResults.ipynb
createCsv.py		createCsv.py
generate1DFigures.ipynb		generate1DFigures.ipynb
generate2DFigures_manuscript.ipynb		generate2DFigures_manuscript.ipynb
hyperParams1.ipynb		hyperParams1.ipynb
hyperParams2.ipynb		hyperParams2.ipynb
postproc.ipynb		postproc.ipynb
postproc_4NN.ipynb		postproc_4NN.ipynb
test.ipynb		test.ipynb
test.py		test.py
test1D.py		test1D.py
test2.ipynb		test2.ipynb
testTransient.ipynb		testTransient.ipynb
test_3NN_C.ipynb		test_3NN_C.ipynb
test_3NN_C2.ipynb		test_3NN_C2.ipynb
test_C.ipynb		test_C.ipynb
test_C2.ipynb		test_C2.ipynb
testfrictionNN.ipynb		testfrictionNN.ipynb
testfrictionNN2.ipynb		testfrictionNN2.ipynb
testfrictionNN2D.ipynb		testfrictionNN2D.ipynb
testfrictionNN_uvsH_2D.ipynb		testfrictionNN_uvsH_2D.ipynb
testfrictionNN_uvsH_2D_2.ipynb		testfrictionNN_uvsH_2D_2.ipynb
testfrictionNN_uvsH_2D_ft1.ipynb		testfrictionNN_uvsH_2D_ft1.ipynb
testfrictionNN_uvsH_2D_ft2.ipynb		testfrictionNN_uvsH_2D_ft2.ipynb
testhp1.py		testhp1.py

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