Machine-learning custom-made basis functions for partial differential equations

no code implementations • 9 Nov 2021 • Brek Meuris, Saad Qadeer, Panos Stinis

In particular, we use a deep learning technique known as the Deep Operator Network (DeepONet), to identify candidate functions on which to expand the solution of PDEs.

BIG-bench Machine Learning