The statistical physics of real-world networks

G Cimini, T Squartini, F Saracco, D Garlaschelli… - Nature Reviews …, 2019 - nature.com
In the past 15 years, statistical physics has been successful as a framework for modelling
complex networks. On the theoretical side, this approach has unveiled a variety of physical …

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 …

Evolutionary dynamics on any population structure

B Allen, G Lippner, YT Chen, B Fotouhi, N Momeni… - Nature, 2017 - nature.com
Evolution occurs in populations of reproducing individuals. The structure of a population can
affect which traits evolve,. Understanding evolutionary game dynamics in structured …

Network geometry

M Boguna, I Bonamassa, M De Domenico… - Nature Reviews …, 2021 - nature.com
Networks are finite metric spaces, with distances defined by the shortest paths between
nodes. However, this is not the only form of network geometry: two others are the geometry …

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 …

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 …

Toward link predictability of complex networks

L Lü, L Pan, T Zhou, YC Zhang, HE Stanley - Proceedings of the National …, 2015 - pnas.org
The organization of real networks usually embodies both regularities and irregularities, and,
in principle, the former can be modeled. The extent to which the formation of a network can …

Complex networks: a mini-review

AS Mata - Brazilian Journal of Physics, 2020 - Springer
Network analysis is a powerful tool that provides us a fruitful framework to describe
phenomena related to social, technological, and many other real-world complex systems. In …

A new coupled disease-awareness spreading model with mass media on multiplex networks

C **a, Z Wang, C Zheng, Q Guo, Y Shi, M Dehmer… - Information …, 2019 - Elsevier
How to understand the propagation properties of infectious diseases among the population
is an important topic in the field of epidemic modelling. In this paper, we investigate the …

[HTML][HTML] Operational resilience: concepts, design and analysis

AA Ganin, E Massaro, A Gutfraind, N Steen… - Scientific reports, 2016 - nature.com
Building resilience into today's complex infrastructures is critical to the daily functioning of
society and its ability to withstand and recover from natural disasters, epidemics and cyber …