Learning noise-induced transitions by multi-scaling reservoir computing

Zequn Lin, Zhaofan Lu, Zengru Di +1

Noise is usually regarded as adversarial to extract the effective dynamics from time series, such that the conventional data-driven approaches usually aim at learning the dynamics…