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Predicting critical transitions with machine learning trained on surrogates of historical data.

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Title: Predicting critical transitions with machine learning trained on surrogates of historical data.
Authors: Ma, Zhiqin1 (AUTHOR), Zeng, Chunhua1 (AUTHOR) zchh2009@126.com, Zhang, Yi-Cheng2 (AUTHOR), Bury, Thomas M.3 (AUTHOR) thomas.bury@mcgill.ca
Source: Communications Physics. 6/19/2025, Vol. 8 Issue 1, p1-10. 10p.
Database: Academic Search Ultimate
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ISSN:23993650
DOI:10.1038/s42005-025-02172-4