scimba_torch.numerical_solvers.temporal_pdeΒΆ

Time-discrete numerical solvers for temporal PDEs.

Modules

discrete_pinn

Implement a discrete PINN for solving temporal PDEs.

neural_galerkin

Neural Galerkin method for time-dependent PDEs.

neural_semilagrangian

Implement the Neural Semi-Lagrangian scheme.

pinns

Define the TemporalPinns class, which is a subclass of CollocationProjector.

time_discrete

Time-discrete numerical solvers for temporal PDEs.