Learning interpretable network dynamics via universal neural symbolic regression

Abstract Discovering governing equations of complex network dynamics is a fundamental challenge in contemporary science with rich data, which can uncover the hidden patterns and mechanisms of the formation and evolution of complex phenomena in various fields and assist in decision-making. In this wo...

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Bibliographic Details
Main Authors: Jiao Hu, Jiaxu Cui, Bo Yang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-61575-7
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