Model-free inference of unseen attractors: Reconstructing phase space features from a single noisy trajectory using reservoir computing

André Röhm, Daniel J. Gauthier, Ingo Fischer

Reservoir computers are powerful tools for chaotic time series prediction. They can be trained to approximate phase space flows and can thus both predict future values to a high ac…