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Title:Dynamics on higher-order networks: a review
Authors:ID Majhi, Soumen (Author)
ID Perc, Matjaž (Author)
ID Ghosh, Dibakar (Author)
Files:.pdf RAZ_Majhi_Soumen_2022.pdf (1,40 MB)
MD5: 72D7EE6A7BEA1C0417F93EB6EEF0A744
 
URL https://doi.org/10.1098/rsif.2022.0043
 
Language:English
Work type:Scientific work
Typology:1.02 - Review Article
Organization:FNM - Faculty of Natural Sciences and Mathematics
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 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.
Keywords:higher-order networks, synchronization, cooperation, dynamics
Publication status:Published
Publication version:Version of Record
Submitted for review:16.01.2022
Article acceptance date:18.02.2022
Publication date:23.03.2022
Year of publishing:2022
Number of pages:Str. 1-15
Numbering:Letn. 19, št. 188
PID:20.500.12556/DKUM-88633 New window
UDC:53
ISSN on article:1742-5662
COBISS.SI-ID:102409475 New window
DOI:10.1098/rsif.2022.0043 New window
Publication date in DKUM:17.09.2024
Views:340
Downloads:10
Metadata:XML DC-XML DC-RDF
Categories:Misc.
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Record is a part of a journal

Title:Journal of the Royal Society interface
Publisher:Royal Society
ISSN:1742-5662
COBISS.SI-ID:523128089 New window

Document is financed by a project

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:P1-0403-2019
Name:Računsko intenzivni kompleksni sistemi

Funder:ARIS - Slovenian Research and Innovation Agency
Project number:J1-2457-2020
Name:Fazni prehodi proti koordinaciji v večplastnih omrežjih

Licences

License:CC BY 4.0, Creative Commons Attribution 4.0 International
Link:http://creativecommons.org/licenses/by/4.0/
Description:This is the standard Creative Commons license that gives others maximum freedom to do what they want with the work as long as they credit the author.
Licensing start date:23.03.2022

Secondary language

Language:Slovenian
Keywords:omrežja višjega reda, sinhronizacija, sodelovanje, dinamika


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