DeepGreen: deep learning of Green’s functions for nonlinear boundary value problems

Abstract Boundary value problems (BVPs) play a central role in the mathematical analysis of constrained physical systems subjected to external forces. Consequently, BVPs frequently emerge in nearly every engineering discipline and span problem domains including fluid mechanics, electromagnetics, qua...

Full description

Bibliographic Details
Main Authors: Craig R. Gin, Daniel E. Shea, Steven L. Brunton, J. Nathan Kutz
Format: Article
Language:English
Published: Nature Portfolio 2021-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-00773-x