Code for the paper Solving and Learning Nonlinear PDEs with Gaussian Processes Solvers with the flavor of automation in scientific machine learning: a general framework for PDEs and inverse problems ...

This project solves the two-dimensional Poisson equation on a unit square using second-order finite differences. Two implementations are provided: A Python reference solver that relies on NumPy and ...