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 …

Scale-free networks are rare

AD Broido, A Clauset - Nature communications, 2019 - nature.com
Real-world networks are often claimed to be scale free, meaning that the fraction of nodes
with degree k follows a power law k− α, a pattern with broad implications for the structure …

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 …

Saving human lives: What complexity science and information systems can contribute

D Helbing, D Brockmann, T Chadefaux… - Journal of statistical …, 2015 - Springer
We discuss models and data of crowd disasters, crime, terrorism, war and disease
spreading to show that conventional recipes, such as deterrence strategies, are often not …

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 …

The effect of heterogeneity on hypergraph contagion models

NW Landry, JG Restrepo - Chaos: An Interdisciplinary Journal of …, 2020 - pubs.aip.org
The dynamics of network social contagion processes such as opinion formation and
epidemic spreading are often mediated by interactions between multiple nodes. Previous …

The structure and function of complex networks

MEJ Newman - SIAM review, 2003 - SIAM
Inspired by empirical studies of networked systems such as the Internet, social networks,
and biological networks, researchers have in recent years developed a variety of techniques …

Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

Modelling dynamical processes in complex socio-technical systems

A Vespignani - Nature physics, 2012 - nature.com
In recent years the increasing availability of computer power and informatics tools has
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …