[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics

F Battiston, G Cencetti, I Iacopini, V Latora, M Lucas… - Physics reports, 2020 - Elsevier
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …

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 …

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 Kuramoto model in complex networks

FA Rodrigues, TKDM Peron, P Ji, J Kurths - Physics Reports, 2016 - Elsevier
Synchronization of an ensemble of oscillators is an emergent phenomenon present in
several complex systems, ranging from social and physical to biological and technological …

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 …

Hyperbolic geometry of complex networks

D Krioukov, F Papadopoulos, M Kitsak, A Vahdat… - Physical Review E …, 2010 - APS
We develop a geometric framework to study the structure and function of complex networks.
We assume that hyperbolic geometry underlies these networks, and we show that with this …

Popularity versus similarity in growing networks

F Papadopoulos, M Kitsak, MÁ Serrano, M Boguná… - Nature, 2012 - nature.com
The principle that 'popularity is attractive'underlies preferential attachment, which is a
common explanation for the emergence of scaling in growing networks. If new connections …

Friendship prediction and homophily in social media

LM Aiello, A Barrat, R Schifanella, C Cattuto… - ACM Transactions on …, 2012 - dl.acm.org
Social media have attracted considerable attention because their open-ended nature allows
users to create lightweight semantic scaffolding to organize and share content. To date, the …

The scaling of human interactions with city size

M Schläpfer, LMA Bettencourt… - Journal of the …, 2014 - royalsocietypublishing.org
The size of cities is known to play a fundamental role in social and economic life. Yet, its
relation to the structure of the underlying network of human interactions has not been …

Random graphs with clustering

MEJ Newman - Physical review letters, 2009 - APS
We offer a solution to a long-standing problem in the theory of networks, the creation of a
plausible, solvable model of a network that displays clustering or transitivity—the propensity …