Physics-Informed Echo State Networks for Modeling Controllable Dynamical Systems

Eric Mochiutti, Eric Aislan Antonelo, Eduardo Camponogara

Echo State Networks (ESNs) are recurrent neural networks usually employed for modeling nonlinear dynamic systems with relatively ease of training. By incorporating physical laws in…