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Epidemic spreading on community networks with heterogeneity considering higher-order interactions.

Authors :
Ma, Jinlong
Wang, Peng
Lu, Zhijia
Source :
International Journal of Modern Physics C: Computational Physics & Physical Computation. Jul2024, p1. 17p. 11 Illustrations.
Publication Year :
2024

Abstract

Real networks often exhibit community structures, while community networks often have heterogeneity. Group interactions beyond pairwise interactions can adequately characterize the high-order features in the propagation process. In this paper, we construct a community network with heterogeneity which can reflect the heterogeneity among communities. According to the proposed model, high-order interactions are introduced to study the impact of heterogeneity among communities and higher-order interactions on epidemic dynamics. It is shown that heterogeneity among communities and high-order interactions will have an impact on the propagation speed, propagation threshold and final propagation scale. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01291831
Database :
Academic Search Index
Journal :
International Journal of Modern Physics C: Computational Physics & Physical Computation
Publication Type :
Academic Journal
Accession number :
178632013
Full Text :
https://doi.org/10.1142/s0129183124501870