291 citations · 347 across the 3 of their papers we have counts for
3 papers
nlin.CD2026
Can Transformers predict system collapse in dynamical systems?
Zheng-Meng Zhai, Celso Grebogi, Ying-Cheng Lai
Transformer architectures have recently surged as promising solutions for nonlinear dynamical systems, proposed as foundation models capable of zero-shot dynamics reconstruction an…
chao-dyn1998★ 56 cited
Chemical or Biological Activity in Open Chaotic Flows
Gy. Karolyi, A. Pentek, Z. Toroczkai +2
We investigate the evolution of particle ensembles in open chaotic hydrodynamical flows. Active processes of the type A+B --> 2B and A+B --> 2C are considered in the limit of weak…
chao-dyn1998★ 291 cited
Robust Chaos
Soumitro Banerjee, James A. Yorke, Celso Grebogi
It has been proposed to make practical use of chaos in communication, in enhancing mixing in chemical processes and in spreading the spectrum of switch-mode power suppies to avoid…