Sparse Cholesky Factorization for Solving Nonlinear PDEs via Gaussian Processes

Yifan Chen, Houman Owhadi, Florian Schäfer

In recent years, there has been widespread adoption of machine learning-based approaches to automate the solving of partial differential equations (PDEs). Among these approaches, G…