A regression formulation of the Langevin equation enables resilience estimation for non-stationary time series data with robustness to gaps and irregular sampling.
M.et al.Deep learning for early warning signals of tipping points.Proceedings of the National Academy of Sciences118, e2106140118 (2021)
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Estimating the Resilience of Non-Stationary Systems
A regression formulation of the Langevin equation enables resilience estimation for non-stationary time series data with robustness to gaps and irregular sampling.