Hypergraph reconstruction from dynamics

Abstract A plethora of methods have been developed in the past two decades to infer the underlying network structure of an interconnected system from its collective dynamics. However, methods capable of inferring nonpairwise interactions are only starting to appear. Here, we develop an inference alg...

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Bibliographic Details
Main Authors: Robin Delabays, Giulia De Pasquale, Florian Dörfler, Yuanzhao Zhang
Format: Article
Language:English
Published: Nature Portfolio 2025-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-025-57664-2
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