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 …

Nature of the Epidemic Threshold for the Susceptible-Infected-Susceptible Dynamics<? format?> in Networks

M Boguná, C Castellano, R Pastor-Satorras - Physical review letters, 2013 - APS
We develop an analytical approach to the susceptible-infected-susceptible epidemic model
that allows us to unravel the true origin of the absence of an epidemic threshold in …

Non-Markovian infection spread dramatically alters the susceptible-infected-susceptible epidemic threshold in networks

P Van Mieghem, R Van de Bovenkamp - Physical review letters, 2013 - APS
Most studies on susceptible-infected-susceptible epidemics in networks implicitly assume
Markovian behavior: the time to infect a direct neighbor is exponentially distributed. Much …

Diffusion in social networks: A multiagent perspective

Y Jiang, JC Jiang - IEEE Transactions on Systems, Man, and …, 2014 - ieeexplore.ieee.org
In recent years, significant attention has been paid to diffusion in social networks (SNs),
which is, factually, the collective behavior of a set of autonomous social actors for interacting …

Stability of spreading processes over time-varying large-scale networks

M Ogura, VM Preciado - IEEE Transactions on Network …, 2016 - ieeexplore.ieee.org
In this paper, we analyze the dynamics of spreading processes taking place over time-
varying networks. A common approach to model time-varying networks is via Markovian …

Containing epidemic outbreaks by message-passing techniques

F Altarelli, A Braunstein, L Dall'Asta, JR Wakeling… - Physical Review X, 2014 - APS
The problem of targeted network immunization can be defined as the one of finding a subset
of nodes in a network to immunize or vaccinate in order to minimize a tradeoff between the …

Accuracy criterion for the mean-field approximation in susceptible-infected-susceptible epidemics on networks

P Van Mieghem, R Van de Bovenkamp - Physical Review E, 2015 - APS
Mean-field approximations (MFAs) are frequently used in physics. When a process (such as
an epidemic or a synchronization) on a network is approximated by MFA, a major hurdle is …

Epidemic threshold and topological structure of susceptible-infectious-susceptible epidemics in adaptive networks

D Guo, S Trajanovski, R van de Bovenkamp… - Physical Review E …, 2013 - APS
The interplay between disease dynamics on a network and the dynamics of the structure of
that network characterizes many real-world systems of contacts. A continuous-time adaptive …

Criticality in spreading processes without timescale separation and the critical brain hypothesis

DJ Korchinski, JG Orlandi, SW Son, J Davidsen - Physical Review X, 2021 - APS
Spreading processes on networks are ubiquitous in both human-made and natural systems.
Understanding their behavior is of broad interest: from the control of epidemics to …

SIS epidemic spreading with heterogeneous infection rates

B Qu, H Wang - IEEE Transactions on Network Science and …, 2017 - ieeexplore.ieee.org
In this work, we aim to understand the influence of the heterogeneity of infection rates on the
Susceptible-Infected-Susceptible (SIS) epidemic spreading. Employing the classic SIS …