most citedPredicting the onset of period-doubling bifurcations via dominant eigenvalue extracted from autocorrelation

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

nlin.CD2026★ 2 cited

Predicting the onset of period-doubling bifurcations via dominant eigenvalue extracted from autocorrelation

Zhiqin Ma, Chunhua Zeng, Ting Gao +1

Predicting the occurrence of transitions in the qualitative dynamics of many natural systems is crucial, yet it remains a challenging task. Generic early warning signals like varia…

physics.data-an2024

Learning from the past: predicting critical transitions with machine learning trained on surrogates of historical data

Zhiqin Ma, Chunhua Zeng, Yi-Cheng Zhang +1

Complex systems can undergo critical transitions, where slowly changing environmental conditions trigger a sudden shift to a new, potentially catastrophic state. Early warning sign…