The physics of higher-order interactions in complex systems

F Battiston, E Amico, A Barrat, G Bianconi… - Nature Physics, 2021 - nature.com
Complex networks have become the main paradigm for modelling the dynamics of
interacting systems. However, networks are intrinsically limited to describing pairwise …

Percolation on complex networks: Theory and application

M Li, RR Liu, L Lü, MB Hu, S Xu, YC Zhang - Physics Reports, 2021 - Elsevier
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …

A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19

Y Mohamadou, A Halidou, PT Kapen - Applied Intelligence, 2020 - Springer
In the past few months, several works were published in regards to the dynamics and early
detection of COVID-19 via mathematical modeling and Artificial intelligence (AI). The aim of …

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 …

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 …

Coupled disease–behavior dynamics on complex networks: A review

Z Wang, MA Andrews, ZX Wu, L Wang, CT Bauch - Physics of life reviews, 2015 - Elsevier
It is increasingly recognized that a key component of successful infection control efforts is
understanding the complex, two-way interaction between disease dynamics and human …

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 …

Network science

AL Barabási - … Transactions of the Royal Society A …, 2013 - royalsocietypublishing.org
Professor Barabási's talk described how the tools of network science can help understand
the Web's structure, development and weaknesses. The Web is an information network, in …

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 …