Ultra-Early Prediction of Tipping Points: Integrating Dynamical Measures with Reservoir Computing

Xin Li, Qunxi Zhu, Chengli Zhao +4

Complex dynamical systems-such as climate, ecosystems, and economics-can undergo catastrophic and potentially irreversible regime changes, often triggered by environmental paramete…