Files

Simulation

Name		Name	Last commit message	Last commit date
parent directory ..
.ipynb_checkpoints		.ipynb_checkpoints
IPI_output_files		IPI_output_files
Burgers-PMS-com=2-Whole.ipynb		Burgers-PMS-com=2-Whole.ipynb
Burgers-PMS-com=2.ipynb		Burgers-PMS-com=2.ipynb
Burgers-PMS-com=3.ipynb		Burgers-PMS-com=3.ipynb
Burgers-Shock-PMS-com=2-Whole.ipynb		Burgers-Shock-PMS-com=2-Whole.ipynb
Burgers-Shock-PMS-com=2.ipynb		Burgers-Shock-PMS-com=2.ipynb
Burgers-Shock-PMS-com=3.ipynb		Burgers-Shock-PMS-com=3.ipynb
KS-PMS-com=3-Whole.ipynb		KS-PMS-com=3-Whole.ipynb
KS-PMS-com=3.ipynb		KS-PMS-com=3.ipynb
KS-PMS-com=4.ipynb		KS-PMS-com=4.ipynb
KS-PySR.ipynb		KS-PySR.ipynb
KdV-PMS-com=2-Whole.ipynb		KdV-PMS-com=2-Whole.ipynb
KdV-PMS-com=2.ipynb		KdV-PMS-com=2.ipynb
KdV-PMS-com=3.ipynb		KdV-PMS-com=3.ipynb
README.md		README.md
pinn_com=2_sim_burgers_shock_sol.npy		pinn_com=2_sim_burgers_shock_sol.npy
pinn_com=2_sim_burgers_sol.npy		pinn_com=2_sim_burgers_sol.npy
pinn_com=2_sim_kdv_sol.npy		pinn_com=2_sim_kdv_sol.npy
pinn_com=3_sim_sol_KS.npy		pinn_com=3_sim_sol_KS.npy
pinn_learnable_coefficients_kdv.pth		pinn_learnable_coefficients_kdv.pth
pinn_non_learnable_coefficients_burgers.pth		pinn_non_learnable_coefficients_burgers.pth
pinn_non_learnable_coefficients_burgers_shock.pth		pinn_non_learnable_coefficients_burgers_shock.pth
pinn_non_learnable_coefficients_com=2_sim_kdv_sol.npy		pinn_non_learnable_coefficients_com=2_sim_kdv_sol.npy
pinn_non_learnable_coefficients_kdv.pth		pinn_non_learnable_coefficients_kdv.pth

Abbreviations

PMS: Physics-informed Model Selection, com: complexity