MASSIMILIANO DE SANTIS

PETCS — An entropic and dynamical framework for the early warning of critical transitions

We present PETCS (Predictive Entropic Theory of Complex Systems), an interpretable framework for the early warning of critical transitions in stochastic systems. The method integrates three elements: (i) state reconstruction via Takens embedding, where the assumptions and data qu...