Epidemic spreading on higher-order networks

Physics Reports, Год журнала: 2024, Номер 1056, С. 1 - 70

Опубликована: Янв. 19, 2024

Язык: Английский

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Contagion dynamics on higher-order networks

Nature Reviews Physics, Год журнала: 2024, Номер 6(8), С. 468 - 482

Опубликована: Июль 5, 2024

Язык: Английский

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Epidemic trajectories and awareness diffusion among unequals in simplicial complexes

Chaos Solitons & Fractals, Год журнала: 2023, Номер 173, С. 113657 - 113657

Опубликована: Июнь 15, 2023

Язык: 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, Год журнала: 2023, Номер 33(4)

Опубликована: Апрель 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.

Язык: Английский

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

Information Sciences, Год журнала: 2023, Номер 651, С. 119723 - 119723

Опубликована: Сен. 29, 2023

Язык: Английский

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Higher-order non-Markovian social contagions in simplicial complexes

Communications Physics, Год журнала: 2024, Номер 7(1)

Опубликована: Июнь 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.

Язык: Английский

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

Reliability Engineering & System Safety, Год журнала: 2024, Номер 253, С. 110497 - 110497

Опубликована: Сен. 10, 2024

Язык: Английский

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Infectious disease spreading modeling and containing strategy in heterogeneous population

Chaos Solitons & Fractals, Год журнала: 2024, Номер 181, С. 114590 - 114590

Опубликована: Фев. 18, 2024

Язык: 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, Год журнала: 2025, Номер unknown, С. 116547 - 116547

Опубликована: Фев. 1, 2025

Язык: Английский

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Robustness of higher-order interdependent networks

Chaos Solitons & Fractals, Год журнала: 2023, Номер 171, С. 113485 - 113485

Опубликована: Апрель 29, 2023

Язык: Английский

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