GitHub - jennyfarmer/PINNTrain: A physics informed neural network (PINN) to estimate the spatially varying parameters of the time-dependent heat equation in one dimension. Training Data for PINN repositories.

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A physics informed neural network (PINN) to estimate the spatially varying parameters of the time-dependent heat equation in one dimension. Training Data for PINN repositories.

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
Code and data descriptions.xlsx		Code and data descriptions.xlsx
cp_2a _0.txt		cp_2a _0.txt
cp_2a.txt		cp_2a.txt
cp_2f.txt		cp_2f.txt
doseTest_1XL.txt		doseTest_1XL.txt
doseTest_1aXL.txt		doseTest_1aXL.txt
doseTest_1bXL.txt		doseTest_1bXL.txt
doseTest_2bXL.txt		doseTest_2bXL.txt
doseTest_2baXL.txt		doseTest_2baXL.txt
doseTest_2bbXL.txt		doseTest_2bbXL.txt
doseTest_2bcXL.txt		doseTest_2bcXL.txt
doseTest_3bXL.txt		doseTest_3bXL.txt
doseTrain_1XL.txt		doseTrain_1XL.txt
doseTrain_1aXL.txt		doseTrain_1aXL.txt
doseTrain_1bXL.txt		doseTrain_1bXL.txt
doseTrain_2bXL.txt		doseTrain_2bXL.txt
doseTrain_2baXL.txt		doseTrain_2baXL.txt
doseTrain_2bbXL.txt		doseTrain_2bbXL.txt
doseTrain_2bcXL.txt		doseTrain_2bcXL.txt
doseTrain_3bXL.txt		doseTrain_3bXL.txt
dose_1XL.txt		dose_1XL.txt
dose_1aXL.txt		dose_1aXL.txt
dose_1bXL.txt		dose_1bXL.txt
dose_2bXL.txt		dose_2bXL.txt
dose_2baXL.txt		dose_2baXL.txt
dose_2bbXL.txt		dose_2bbXL.txt
dose_2bcXL.txt		dose_2bcXL.txt
dose_3bXL.txt		dose_3bXL.txt
kappa_2a _0.txt		kappa_2a _0.txt
kappa_2a.txt		kappa_2a.txt
kappa_2f.txt		kappa_2f.txt
npyTOtxt.py		npyTOtxt.py
nu_2a _0.txt		nu_2a _0.txt
nu_2a.txt		nu_2a.txt
nu_2f.txt		nu_2f.txt
parameters_1XL.txt		parameters_1XL.txt
parameters_1aXL.txt		parameters_1aXL.txt
parameters_1bXL.txt		parameters_1bXL.txt
parameters_2bXL.txt		parameters_2bXL.txt
parameters_2baXL.txt		parameters_2baXL.txt
parameters_2bbXL.txt		parameters_2bbXL.txt
parameters_2bcXL.txt		parameters_2bcXL.txt
parameters_3XbL.txt		parameters_3XbL.txt
rho_2a _0.txt		rho_2a _0.txt
rho_2a.txt		rho_2a.txt
rho_2f.txt		rho_2f.txt
tTest_1XL.txt		tTest_1XL.txt
tTest_1aXL.txt		tTest_1aXL.txt
tTest_1bXL.txt		tTest_1bXL.txt
tTest_2bXL.txt		tTest_2bXL.txt
tTest_2baXL.txt		tTest_2baXL.txt
tTest_2bbXL.txt		tTest_2bbXL.txt
tTest_2bcXL.txt		tTest_2bcXL.txt
tTest_3bXL.txt		tTest_3bXL.txt
tTrain_1XL.txt		tTrain_1XL.txt
tTrain_1aXL.txt		tTrain_1aXL.txt
tTrain_1bXL.txt		tTrain_1bXL.txt
tTrain_2bXL.txt		tTrain_2bXL.txt
tTrain_2baXL.txt		tTrain_2baXL.txt
tTrain_2bbXL.txt		tTrain_2bbXL.txt
tTrain_2bcXL.txt		tTrain_2bcXL.txt
tTrain_3bXL.txt		tTrain_3bXL.txt
t_1XL.txt		t_1XL.txt
t_1aXL.txt		t_1aXL.txt
t_1bXL.txt		t_1bXL.txt
t_2bXL.txt		t_2bXL.txt
t_2baXL.txt		t_2baXL.txt
t_2bbXL.txt		t_2bbXL.txt
t_2bcXL.txt		t_2bcXL.txt
t_3bXL.txt		t_3bXL.txt
tempTest_1XL.txt		tempTest_1XL.txt
tempTest_1aXL.txt		tempTest_1aXL.txt
tempTest_1bXL.txt		tempTest_1bXL.txt
tempTest_2bXL.txt		tempTest_2bXL.txt
tempTest_2baXL.txt		tempTest_2baXL.txt
tempTest_2bbXL.txt		tempTest_2bbXL.txt
tempTest_2bcXL.txt		tempTest_2bcXL.txt
tempTest_3bXL.txt		tempTest_3bXL.txt
tempTrain_1XL.txt		tempTrain_1XL.txt
tempTrain_1XL_0.txt		tempTrain_1XL_0.txt
tempTrain_1XL_10.txt		tempTrain_1XL_10.txt
tempTrain_1XL_2.txt		tempTrain_1XL_2.txt
tempTrain_1XL_4.txt		tempTrain_1XL_4.txt
tempTrain_1XL_6.txt		tempTrain_1XL_6.txt
tempTrain_1XL_8.txt		tempTrain_1XL_8.txt
tempTrain_1aXL.txt		tempTrain_1aXL.txt
tempTrain_1aXL_0.txt		tempTrain_1aXL_0.txt
tempTrain_1aXL_10.txt		tempTrain_1aXL_10.txt
tempTrain_1aXL_2.txt		tempTrain_1aXL_2.txt
tempTrain_1aXL_4.txt		tempTrain_1aXL_4.txt
tempTrain_1aXL_6.txt		tempTrain_1aXL_6.txt
tempTrain_1aXL_8.txt		tempTrain_1aXL_8.txt
tempTrain_1bXL.txt		tempTrain_1bXL.txt
tempTrain_1bXL_0.txt		tempTrain_1bXL_0.txt
tempTrain_1bXL_10.txt		tempTrain_1bXL_10.txt
tempTrain_1bXL_2.txt		tempTrain_1bXL_2.txt
tempTrain_1bXL_4.txt		tempTrain_1bXL_4.txt
tempTrain_1bXL_6.txt		tempTrain_1bXL_6.txt
tempTrain_1bXL_8.txt		tempTrain_1bXL_8.txt
tempTrain_2bXL.txt		tempTrain_2bXL.txt

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A physics informed neural network (PINN) to estimate the spatially varying parameters of the time-dependent heat equation in one dimension. Training Data for PINN repositories.