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