Data-driven detection of critical points of phase transitions in complex systems

Abstract Detecting the critical points of phase transitions and their driver factors in complex systems from data is a very challenging task. In these regards, the dynamic network biomarker/marker (DNB) method derived from the bifurcation theory is currently very popular, but a unified criterion to...

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Bibliographic Details
Main Authors: Peng Tao, Chenghang Du, Yi Xiao, Chen Zeng
Format: Article
Language:English
Published: Nature Portfolio 2023-10-01
Series:Communications Physics
Online Access:https://doi.org/10.1038/s42005-023-01429-0