Name		Name	Last commit message	Last commit date
.gitignore		.gitignore
LICENSE		LICENSE
PINN.ipynb		PINN.ipynb
README.md		README.md
USGS-09261000.csv		USGS-09261000.csv
USGS-09272400.csv		USGS-09272400.csv
USGS-09315000.csv		USGS-09315000.csv
USGS-09328920.csv		USGS-09328920.csv
dataset.ipynb		dataset.ipynb
hydrograph_Testing.png		hydrograph_Testing.png
hydrograph_Training.png		hydrograph_Training.png
hydrograph_x.png		hydrograph_x.png
loss.png		loss.png
pinn.yml		pinn.yml
slope_field.csv		slope_field.csv
slopes.csv		slopes.csv
station_1.csv		station_1.csv
station_2.csv		station_2.csv
station_3.csv		station_3.csv
station_4.csv		station_4.csv
test1.csv		test1.csv
test2.csv		test2.csv
test3.csv		test3.csv
test4.csv		test4.csv
test5.csv		test5.csv
test_09261000.csv		test_09261000.csv
test_09272400.csv		test_09272400.csv
test_09314700.csv		test_09314700.csv
test_09315000.csv		test_09315000.csv
test_09328920.csv		test_09328920.csv
x_t_Testingplot.png		x_t_Testingplot.png
x_t_Trainingplot.png		x_t_Trainingplot.png
x_t_plot.png		x_t_plot.png

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PINN-For-1d-Flow-Using-SVE

PINN model using the Saint Venant Equations for streamflow with changing geometry, utilizing a roughness estimate model.

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PINN model using the Saint Venant Equations for streamflow with changing geometry, utilizing a roughness estimate model.

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