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 …

Coevolution spreading in complex networks

W Wang, QH Liu, J Liang, Y Hu, T Zhou - Physics Reports, 2019 - Elsevier
The propagations of diseases, behaviors and information in real systems are rarely
independent of each other, but they are coevolving with strong interactions. To uncover the …

Social contagion models on hypergraphs

GF de Arruda, G Petri, Y Moreno - Physical Review Research, 2020 - APS
Our understanding of the dynamics of complex networked systems has increased
significantly in the last two decades. However, most of our knowledge is built upon assuming …

Unification of theoretical approaches for epidemic spreading on complex networks

W Wang, M Tang, HE Stanley… - Reports on progress in …, 2017 - iopscience.iop.org
Abstract Models of epidemic spreading on complex networks have attracted great attention
among researchers in physics, mathematics, and epidemiology due to their success in …

Fundamentals of spreading processes in single and multilayer complex networks

GF de Arruda, FA Rodrigues, Y Moreno - Physics Reports, 2018 - Elsevier
Spreading processes have been largely studied in the literature, both analytically and by
means of large-scale numerical simulations. These processes mainly include the …

Abrupt phase transition of epidemic spreading in simplicial complexes

JT Matamalas, S Gómez, A Arenas - Physical Review Research, 2020 - APS
Recent studies on network geometry, a way of describing network structures as geometrical
objects, are revolutionizing our way to understand dynamical processes on networked …

Contagion dynamics on higher-order networks

G Ferraz de Arruda, A Aleta, Y Moreno - Nature Reviews Physics, 2024 - nature.com
A paramount research challenge in network and complex systems science is to understand
the dissemination of diseases, information and behaviour. The COVID-19 pandemic and the …

Multistability, intermittency, and hybrid transitions in social contagion models on hypergraphs

G Ferraz de Arruda, G Petri, PM Rodriguez… - Nature …, 2023 - nature.com
Although ubiquitous, interactions in groups of individuals are not yet thoroughly studied.
Frequently, single groups are modeled as critical-mass dynamics, which is a widespread …

Coupled spreading between information and epidemics on multiplex networks with simplicial complexes

J Fan, D Zhao, C **a, J Tanimoto - Chaos: An Interdisciplinary Journal …, 2022 - pubs.aip.org
The way of information diffusion among individuals can be quite complicated, and it is not
only limited to one type of communication, but also impacted by multiple channels …

Effective approach to epidemic containment using link equations in complex networks

JT Matamalas, A Arenas, S Gómez - Science advances, 2018 - science.org
Epidemic containment is a major concern when confronting large-scale infections in
complex networks. Many studies have been devoted to analytically understand how to …