Epidemic spreading on higher-order networks

Physics Reports, Journal Year: 2024, Volume and Issue: 1056, P. 1 - 70

Published: Jan. 19, 2024

Language: Английский

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Contagion dynamics on higher-order networks

Nature Reviews Physics, Journal Year: 2024, Volume and Issue: 6(8), P. 468 - 482

Published: July 5, 2024

Language: Английский

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Epidemic trajectories and awareness diffusion among unequals in simplicial complexes

Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 173, P. 113657 - 113657

Published: June 15, 2023

Language: Английский

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The impact of nodes of information dissemination on epidemic spreading in dynamic multiplex networks

Chaos An Interdisciplinary Journal of Nonlinear Science, Journal Year: 2023, Volume and Issue: 33(4)

Published: April 1, 2023

Epidemic spreading processes on dynamic multiplex networks provide a more accurate description of natural than those single layered networks. To describe the influence different individuals in awareness layer epidemic spreading, we propose two-layer network-based model, including some who neglect epidemic, and explore how with properties will affect spread epidemics. The network model is divided into an information transmission disease layer. Each node represents individual connections layers. Individuals be infected lower probability compared to unaware individuals, which corresponds various prevention measures real life. We adopt micro-Markov chain approach analytically derive threshold for proposed demonstrates that affects spreading. then would process through extensive Monte Carlo numerical simulations. find high centrality significantly inhibit infectious diseases. Additionally, conjectures explanations approximately linear effect low number individuals.

Language: Английский

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A multi-information epidemic spreading model on a two-layer network

Information Sciences, Journal Year: 2023, Volume and Issue: 651, P. 119723 - 119723

Published: Sept. 29, 2023

Language: Английский

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Higher-order non-Markovian social contagions in simplicial complexes

Communications Physics, Journal Year: 2024, Volume and Issue: 7(1)

Published: June 1, 2024

Abstract Higher-order structures such as simplicial complexes are ubiquitous in numerous real-world networks. Empirical evidence reveals that interactions among nodes occur not only through edges but also higher-dimensional triangles. Nevertheless, classic models the threshold model fail to capture group within these higher-order structures. In this paper, we propose a non-Markovian social contagion model, considering both and characteristics of spreading processes. We develop mean-field theory describe its evolutionary dynamics. Simulation results reveal is capable predicting steady state model. Our theoretical analyses indicate there an equivalence between Markovian contagions. Besides, find recovery can boost system resilience withstand large-scale infection or small-scale under different conditions. This work deepens our understanding behaviors contagions real world.

Language: Английский

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Modeling and analysis of cascading failures in multilayer higher-order networks

Reliability Engineering & System Safety, Journal Year: 2024, Volume and Issue: 253, P. 110497 - 110497

Published: Sept. 10, 2024

Language: Английский

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Infectious disease spreading modeling and containing strategy in heterogeneous population

Chaos Solitons & Fractals, Journal Year: 2024, Volume and Issue: 181, P. 114590 - 114590

Published: Feb. 18, 2024

Language: Английский

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Dynamic complexity of fifth-dimensional Henon map with Lyapunov exponent, permutation entropy, bifurcation patterns and chaos

Journal of Computational and Applied Mathematics, Journal Year: 2025, Volume and Issue: unknown, P. 116547 - 116547

Published: Feb. 1, 2025

Language: Английский

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Robustness of higher-order interdependent networks

Chaos Solitons & Fractals, Journal Year: 2023, Volume and Issue: 171, P. 113485 - 113485

Published: April 29, 2023

Language: Английский

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