2 papers
nlin.CD2026
Revealing dynamics of non-autonomous complex systems from data
Chengzuo Zhuge, Zheng Jiang, Zhefan Xu +1
Discovering governing equations from data is crucial for understanding complex systems in many diverse fields from science to engineering. Yet, there still is a lack of versatile c…
cs.LG2024
Deep learning for predicting the occurrence of tipping points
Chengzuo Zhuge, Jiawei Li, Wei Chen
Tipping points occur in many real-world systems, at which the system shifts suddenly from one state to another. The ability to predict the occurrence of tipping points from time se…