Higher-order interactions shape collective dynamics differently in hypergraphs and simplicial complexes

Complex real-world networks with higher-order interactions can be described and analyzed using two types of representation, simplicial complexes and hypergraphs. The authors show that choice of representation is essential and demonstrate its impact on emerging collective dynamics in the network.

Bibliographic Details
Main Authors: Yuanzhao Zhang, Maxime Lucas, Federico Battiston
Format: Article
Language:English
Published: Nature Portfolio 2023-03-01
Series:Nature Communications
Online Access:https://doi.org/10.1038/s41467-023-37190-9