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nlin.CD2025★ 1 cited
Classifying Complex Dynamical and Stochastic Systems via Physics-Based Recurrence Features
J. V. M. Silveira, H. C. Costa, G. S. Spezzatto +2
In this study, we employ the recently developed recurrence microstate probabilities as features to improve accuracy of several well-established machine learning (ML) algorithms. Th…
nlin.CD2015
A mechanism for stickness, dealing with extreme events
Taline Suellen Kruger, Paulo Paneque Galuzio, Thiago de Lima Prado +3
In this letter we study how hyperbolic and non hyperbolic regions in the neighborhood of a resonant island perform a important role allowing or forbidding stickiness phenomenon aro…