Balasubramanya Nadiga

Using Echo-State Networks to Reproduce Rare Events in Chaotic Systems

2025 · arXiv (Cornell University)

We apply Echo-State Networks to predict time series and statistical properties of the competitive Lotka-Volterra model in the chaotic regime. In particular, we demonstrate that Echo-State Networks successfully learn the chaotic attractor of the competitive …