Stable Weight Updating: A Key to Reliable PDE Solutions Using Deep Learning

A. Noorizadegan, R. Cavoretto, D. L. Young +1

Background: Deep learning techniques, particularly neural networks, have revolutionized computational physics, offering powerful tools for solving complex partial differential equa…