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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