Data-Driven Learning of Unknown Nonlinear Differential Equations Using Functional Analysis

Seyyed Shaho Alaviani, Yongzhi Qu, Gregory W. Vogl

In this paper, the problem of data-driven discovery of nonlinear ordinary differential equations (ODEs) is recast, and a new interpretable machine learning (ML) method is proposed.…