2 papers
cs.SI2023
Machine learning of network inference enhancement from noisy measurements
Kai Wu, Yuanyuan Li, Jing Liu
Inferring networks from observed time series data presents a clear glimpse into the interconnections among nodes. Network inference models, when dealing with real-world open cases,…
physics.comp-ph2023
Discover governing differential equations from evolving systems
Yuanyuan Li, Kai Wu, Jing Liu
Discovering the governing equations of evolving systems from available observations is essential and challenging. In this paper, we consider a new scenario: discovering governing e…