Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction

Yi He, Yiming Yang, Xiaoyuan Cheng +4

Generating long-term trajectories of dissipative chaotic systems autoregressively is a highly challenging task. The inherent positive Lyapunov exponents amplify prediction errors o…