Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning

Ali Al-Aradi, Adolfo Correia, Danilo Naiff +2

In this work we apply the Deep Galerkin Method (DGM) described in Sirignano and Spiliopoulos (2018) to solve a number of partial differential equations that arise in quantitative f…