PDEs in x and y Tutorials

Examples for solving time dependent PDE's using PinnDE

Using PINNs

Examples using PINN's

Note: Periodic and Neumann boundaries are implemented as well, but not used as commonly

• Helmholtz equation with hard constrainted dirichlet boundaries
• Poisson equation (#1) with dirichlet boundaries, specifying PINN architecture
• Lagaris #5 with hard constrainted dirichlet boundaries
• Poisson equation (#2) with dirichlet boundaries

Using DeepONets

Examples using DeepONets

Note: Periodic and Neumann boundaries are implemented as well, but not used as commonly

• Helmholtz equation with hard constrainted dirichlet boundaries
• Poisson equation (#1) with dirichlet boundaries, specifying PINN architecture
• Lagaris #5 with hard constrainted dirichlet boundaries
• Poisson equation (#2) with dirichlet boundaries