Learning noise-induced transitions by multi-scaling reservoir computing

no code implementations • 11 Sep 2023 • Zequn Lin, Zhaofan Lu, Zengru Di, Ying Tang

To capture such stochastic transitions from data, we find that leveraging a machine learning model, reservoir computing as a type of recurrent neural network, can learn noise-induced transitions.

Protein Folding Time Series