Finding emergence in data by maximizing effective information

Mingzhe Yang, Zhipeng Wang, Kaiwei Liu +3

Quantifying emergence and modeling emergent dynamics in a data-driven manner for complex dynamical systems is challenging due to the lack of direct observations at the micro-level.…