Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method

Xing Shen, Xiaoliang Cheng, Kewei Liang

In this paper, we propose a deep learning-based method, deep Euler method (DEM) to solve ordinary differential equations. DEM significantly improves the accuracy of the Euler metho…