reviewJournal of The Royal Society InterfaceMar 1, 2022GREEN OA

Dynamics on higher-order networks: a review

Bar-Ilan University · China Medical University · +5 more institutions

PubMed
Indexed inarxivcrossrefpubmed

Abstract

Network science has evolved into an indispensable platform for studying complex systems. But recent research has identified limits of classical networks, where links connect pairs of nodes, to comprehensively describe group interactions. Higher-order networks, where a link can connect more than two nodes, have therefore emerged as a new frontier in network science. Since group interactions are common in social, biological and technological systems, higher-order networks have recently led to important new discoveries across many fields of research. Here, we review these works, focusing in particular on the novel aspects of the dynamics that emerges on higher-order networks. We cover a variety of dynamical…

Citation impact

495
total citations
FWCI
54.53
Percentile
100%
References
164
Citations per year

Authors

3

Topics & keywords

Keywords
  • Variety (cybernetics)
  • Network science
  • Complex network
  • Computer science
  • Order (exchange)
  • Evolving networks
  • Network dynamics
  • Synchronization (alternating current)
UN Sustainable Development Goals
  • Partnerships for the goals
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