From Observations to Parameters: Detecting Changepoint in Nonlinear Dynamics with Simulation-based Inference

Xiangbo Deng, Cheng Chen, Peng Yang

Detecting regime shifts in chaotic time series is hard because observation-space signals are entangled with intrinsic variability. We propose Parameter--Space Changepoint Detection…