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Cited by 550

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Dynamical patterns of epidemic outbreaks in complex heterogeneous networks

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Barthélemy, Marc, Barrat, Alain, Pastor-Satorras, Romualdo, Vespignani, Alessandro·2005·Journal of Theoretical Biology

Abstract

We present a thorough inspection of the dynamical behavior of epidemic phenomena in populations with complex and heterogeneous connectivity patterns. We show that the growth of the epidemic prevalence is virtually instantaneous in all networks characterized by diverging degree fluctuations, independently of the structure of the connectivity correlation functions characterizing the population network. By means of analytical and numerical results, we show that the outbreak time evolution follows a precise hierarchical dynamics. Once reached the most highly connected hubs, the infection pervades the network in a progressive cascade across smaller degree classes. Finally, we show the influence of the initial conditions and the relevance of statistical results in single case studies concerning heterogeneous networks. The emerging theoretical framework appears of general interest in view of the recently observed abundance of natural networks with complex topological features and might provide useful insights for the development of adaptive strategies aimed at epidemic containment.

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Metadata

Authors
Barthélemy, M., Barrat, A., Pastor-Satorras, R., & Vespignani, A.
Venue
Journal of Theoretical Biology
Publisher
Elsevier BV
Published
2005-07
Volume
235
Issue
2
Pages
275-288
ISSN
0022-5193 (ISSN-L)
OpenAlex
W2096296558
Cited by
550
References
4
FWCI
17.12
Type
journal article
Language
en
Open access
green

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CoChat. (2026). Citation check: Dynamical patterns of epidemic outbreaks in complex heterogeneous networks. https://app.cochat.ai/papers/10.1016/j.jtbi.2005.01.011
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Barthélemy, M., Barrat, A., Pastor-Satorras, R., & Vespignani, A. (2005). Dynamical patterns of epidemic outbreaks in complex heterogeneous networks. Journal of Theoretical Biology. https://doi.org/10.1016/j.jtbi.2005.01.011

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Contains information from the Semantic Scholar Academic Graph Datasets, made available under the ODC Attribution License (ODC-BY 1.0).

Semantic Scholar’s data is described in: Kinney, R., et al. (2023). The Semantic Scholar Open Data Platform. arXiv:2301.10140.