Learning Hidden States in a Chaotic System: A Physics-Informed Echo State Network Approach

Nguyen Anh Khoa Doan, Wolfgang Polifke, Luca Magri

We extend the Physics-Informed Echo State Network (PI-ESN) framework to reconstruct the evolution of an unmeasured state (hidden state) in a chaotic system. The PI-ESN is trained b…