Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Analysis and control of epidemics: A survey of spreading processes on complex networks

C Nowzari, VM Preciado… - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
This article reviews and presents various solved and open problems in the development,
analysis, and control of epidemic models. The proper modeling and analysis of spreading …

Dynamics of information diffusion and its applications on complex networks

ZK Zhang, C Liu, XX Zhan, X Lu, CX Zhang, YC Zhang - Physics Reports, 2016 - Elsevier
The ongoing rapid expansion of the Word Wide Web (WWW) greatly increases the
information of effective transmission from heterogeneous individuals to various systems …

On the dynamics of deterministic epidemic propagation over networks

W Mei, S Mohagheghi, S Zampieri, F Bullo - Annual Reviews in Control, 2017 - Elsevier
In this work we review a class of deterministic nonlinear models for the propagation of
infectious diseases over contact networks with strongly-connected topologies. We consider …

Generalized epidemic mean-field model for spreading processes over multilayer complex networks

FD Sahneh, C Scoglio… - IEEE/ACM Transactions …, 2013 - ieeexplore.ieee.org
Mean-field deterministic epidemic models have been successful in uncovering several
important dynamic properties of stochastic epidemic spreading processes over complex …

The N-intertwined SIS epidemic network model

P Van Mieghem - Computing, 2011 - Springer
Serious epidemics, both in cyber space as well as in our real world, are expected to occur
with high probability, which justifies investigations in virus spread models in (contact) …

[HTML][HTML] Comparing the accuracy of several network-based COVID-19 prediction algorithms

MA Achterberg, B Prasse, L Ma, S Trajanovski… - International journal of …, 2022 - Elsevier
Researchers from various scientific disciplines have attempted to forecast the spread of the
Coronavirus Disease 2019 (COVID-19). The proposed epidemic prediction methods range …

Effect of the interconnected network structure on the epidemic threshold

H Wang, Q Li, G D'Agostino, S Havlin, HE Stanley… - Physical Review E …, 2013 - APS
Most real-world networks are not isolated. In order to function fully, they are interconnected
with other networks, and this interconnection influences their dynamic processes. For …

Analysis of epidemic spreading of an SIRS model in complex heterogeneous networks

CH Li, CC Tsai, SY Yang - … in Nonlinear Science and Numerical Simulation, 2014 - Elsevier
In this paper, we study the spreading of infections in complex heterogeneous networks
based on an SIRS epidemic model with birth and death rates. We find that the dynamics of …

The local stability of a modified multi-strain SIR model for emerging viral strains

M Fudolig, R Howard - PloS one, 2020 - journals.plos.org
We study a novel multi-strain SIR epidemic model with selective immunity by vaccination. A
newer strain is made to emerge in the population when a preexisting strain has reached …