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…