Search Results for author: Matthew Choptuik

Found 1 papers, 1 papers with code

A Stable and Scalable Method for Solving Initial Value PDEs with Neural Networks

1 code implementation28 Apr 2023 Marc Finzi, Andres Potapczynski, Matthew Choptuik, Andrew Gordon Wilson

Unlike conventional grid and mesh based methods for solving partial differential equations (PDEs), neural networks have the potential to break the curse of dimensionality, providing approximate solutions to problems where using classical solvers is difficult or impossible.

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