653 citations · 4.7k across the 77 of their papers we have counts for
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cs.LG2023★ 23 cited
Controlling Chaotic Maps using Next-Generation Reservoir Computing
Robert M. Kent, Wendson A. S. Barbosa, Daniel J. Gauthier
In this work, we combine nonlinear system control techniques with next-generation reservoir computing, a best-in-class machine learning approach for predicting the behavior of dyna…
nlin.AO2023★ 61 cited
Perspectives on adaptive dynamical systems
Jakub Sawicki, Rico Berner, Sarah A. M. Loos +21
Adaptivity is a dynamical feature that is omnipresent in nature, socio-economics, and technology. For example, adaptive couplings appear in various real-world systems like the powe…