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 …

Dynamic graph convolutional networks

F Manessi, A Rozza, M Manzo - Pattern Recognition, 2020 - Elsevier
In many different classification tasks it is required to manage structured data, which are
usually modeled as graphs. Moreover, these graphs can be dynamic, meaning that the …

Higher-order motif analysis in hypergraphs

QF Lotito, F Musciotto, A Montresor… - Communications …, 2022 - nature.com
A deluge of new data on real-world networks suggests that interactions among system units
are not limited to pairs, but often involve a higher number of nodes. To properly encode …

Inference of hyperedges and overlap** communities in hypergraphs

M Contisciani, F Battiston, C De Bacco - Nature communications, 2022 - nature.com
Hypergraphs, encoding structured interactions among any number of system units, have
recently proven a successful tool to describe many real-world biological and social …

Dynamics of collective cooperation under personalised strategy updates

Y Meng, SP Cornelius, YY Liu, A Li - Nature Communications, 2024 - nature.com
Collective cooperation is essential for many social and biological systems, yet
understanding how it evolves remains a challenge. Previous investigations report that the …

Temporal properties of higher-order interactions in social networks

G Cencetti, F Battiston, B Lepri, M Karsai - Scientific reports, 2021 - nature.com
Human social interactions in local settings can be experimentally detected by recording the
physical proximity and orientation of people. Such interactions, approximating face-to-face …

[HTML][HTML] Can co-location be used as a proxy for face-to-face contacts?

M Génois, A Barrat - EPJ Data Science, 2018 - epjdatascience.springeropen.com
Technological advances have led to a strong increase in the number of data collection
efforts aimed at measuring co-presence of individuals at different spatial resolutions. It is …

Higher-order temporal interactions promote the cooperation in the multiplayer snowdrift game

Y Xu, J Wang, C **a, Z Wang - Science China Information Sciences, 2023 - Springer
To explore evolutionary dynamics of collective behaviors within the interconnected
population, previous studies usually map non-pairwise interactions to higher-order static …

Evolution of cooperation on temporal networks

A Li, L Zhou, Q Su, SP Cornelius, YY Liu… - Nature …, 2020 - nature.com
Population structure is a key determinant in fostering cooperation among naturally self-
interested individuals in microbial populations, social insect groups, and human societies …

Tensor decomposition for analysing time-evolving social networks: An overview

S Fernandes, H Fanaee-T, J Gama - Artificial Intelligence Review, 2021 - Springer
Social networks are becoming larger and more complex as new ways of collecting social
interaction data arise (namely from online social networks, mobile devices sensors,...) …