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Dynamics on higher-order networks: a review [Elektronski vir]Majhi, Soumen ; Perc, Matjaž ; Ghosh, DibakarNetwork 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 processes that have thus far been studied, including different synchronization phenomena, contagion processes, the evolution of cooperation and consensus formation. We also outline open challenges and promising directions for future research.Source: Journal of the Royal Society interface [Elektronski vir]. - ISSN 1742-5662 (Vol. 19, no. 188, Mar. 2022, str. 1-15)Type of material - e-article ; adult, seriousPublish date - 2022Language - englishCOBISS.SI-ID - 102409475
Author
Majhi, Soumen |
Perc, Matjaž |
Ghosh, Dibakar
Topics
omrežja višjega reda |
sinhronizacija |
sodelovanje |
dinamika |
higher-order networks |
synchronization |
cooperation |
dynamics
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Author | Majhi, Soumen ; Perc, Matjaž ; Ghosh, Dibakar |
Title | Dynamics on higher-order networks: a review [Elektronski vir] |
Publication date | 2022-03-23 |
COBISS.SI-ID | 102409475 |
Publication version in repository | Unidentified |
Publication licence | Creative Commons Attribution 4.0 International |
Embargo | Unidentified |
Project(s) from which the publication was funded
Title | Acronym | Project ID | Funder |
---|---|---|---|
Računsko intenzivni kompleksni sistemi | P1-0403-2019 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
|
Fazni prehodi proti koordinaciji v večplastnih omrežjih | J1-2457-2020 |
Javna agencija za znanstvenoraziskovalno in inovacijsko dejavnost Republike Slovenije |
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Majhi, Soumen | ![]() |
Perc, Matjaž | 23428 |
Ghosh, Dibakar | ![]() |
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and: SICRIS
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