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 …

The structure and dynamics of multilayer networks

S Boccaletti, G Bianconi, R Criado, CI Del Genio… - Physics reports, 2014 - Elsevier
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …

Multilayer networks

M Kivelä, A Arenas, M Barthelemy… - Journal of complex …, 2014 - academic.oup.com
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …

Mathematics of epidemics on networks

IZ Kiss, JC Miller, PL Simon - Cham: Springer, 2017 - Springer
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …

A review and agenda for integrated disease models including social and behavioural factors

J Bedson, LA Skrip, D Pedi, S Abramowitz… - Nature human …, 2021 - nature.com
Social and behavioural factors are critical to the emergence, spread and containment of
human disease, and are key determinants of the course, duration and outcomes of disease …

Dynamical interplay between awareness and epidemic spreading in multiplex networks

C Granell, S Gómez, A Arenas - Physical review letters, 2013 - APS
We present the analysis of the interrelation between two processes accounting for the
spreading of an epidemic, and the information awareness to prevent its infection, on top of …

Statistical physics of vaccination

Z Wang, CT Bauch, S Bhattacharyya, A d'Onofrio… - Physics Reports, 2016 - Elsevier
Historically, infectious diseases caused considerable damage to human societies, and they
continue to do so today. To help reduce their impact, mathematical models of disease …

Evolutionary games on multilayer networks: a colloquium

Z Wang, L Wang, A Szolnoki, M Perc - The European physical journal B, 2015 - Springer
Networks form the backbone of many complex systems, ranging from the Internet to human
societies. Accordingly, not only is the range of our interactions limited and thus best …

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 …

Competing spreading dynamics in simplicial complex

WY Li, X Xue, L Pan, T Lin, W Wang - Applied Mathematics and …, 2022 - Elsevier
Interactions in biology and social systems are not restricted to pairwise but can take arbitrary
sizes. Extensive studies have revealed that the arbitrary-sized interactions significantly affect …