Predicting Shallow Water Dynamics using Echo-State Networks with Transfer Learning

Xiaoqian Chen, Balasubramanya T. Nadiga, Ilya Timofeyev

In this paper we demonstrate that reservoir computing can be used to learn the dynamics of the shallow-water equations. In particular, while most previous applications of reservoir…