A Novel Approach for Estimating Positive Lyapunov Exponents in One-Dimensional Chaotic Time Series Using Machine Learning
A. Velichko, M. Belyaev, P. Boriskov
https://arxiv.org/abs/2507.04868
Discovering the dynamics of \emph{Sargassum} rafts' centers of mass
Francisco J. Beron-Vera, Gage Bonner
https://arxiv.org/abs/2507.18771 https://arxiv…
Approach to predicting extreme events in time series of chaotic dynamical systems using machine learning techniques
Alexandre C. Andreani, Bruno R. R. Boaretto, Elbert E. N. Macau
https://arxiv.org/abs/2507.07834
Minimal Deterministic Echo State Networks Outperform Random Reservoirs in Learning Chaotic Dynamics
Francesco Martinuzzi
https://arxiv.org/abs/2507.06050 h…