pinnSWE

Physics-informed NNs for the shallow water equations

Currently available:

1. LSTM/LSTMresnet/MLP/MLPresnet for the 1D shallow water equations trained against data alone
2. PINN for the linear advection equation
3. Prototype for PINN for the 1D shallow water equations