Anticipating synchronization with machine learning
Huawei Fan, Ling-Wei Kong, Ying‐Cheng Lai, Xingang Wang · Physical Review Research · 2021
The authors find that the reservoir computer trained by the time series acquired at several asynchronous states is able to predict the entire transition from desynchronization to synchronization systems of coupled oscillators.