Signal propagation in complex networks

P Ji, J Ye, Y Mu, W Lin, Y Tian, C Hens, M Perc, Y Tang… - Physics reports, 2023 - Elsevier
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …

[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 …

The synchronized dynamics of time-varying networks

D Ghosh, M Frasca, A Rizzo, S Majhi, S Rakshit… - Physics Reports, 2022 - Elsevier
Over the past two decades, complex network theory provided the ideal framework for
investigating the intimate relationships between the topological properties characterizing the …

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 …

Mathematical models to characterize early epidemic growth: A review

G Chowell, L Sattenspiel, S Bansal, C Viboud - Physics of life reviews, 2016 - Elsevier
There is a long tradition of using mathematical models to generate insights into the
transmission dynamics of infectious diseases and assess the potential impact of different …

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 …

Critical regimes driven by recurrent mobility patterns of reaction–diffusion processes in networks

J Gómez-Gardenes, D Soriano-Panos, A Arenas - Nature Physics, 2018 - nature.com
Reaction–diffusion processes have been widely used to study dynamical processes in
epidemics,–and ecology in networked metapopulations. In the context of epidemics, reaction …

[HTML][HTML] Using statistics and mathematical modelling to understand infectious disease outbreaks: COVID-19 as an example

CE Overton, HB Stage, S Ahmad… - Infectious Disease …, 2020 - Elsevier
During an infectious disease outbreak, biases in the data and complexities of the underlying
dynamics pose significant challenges in mathematically modelling the outbreak and …

The effect of the definition of 'pandemic'on quantitative assessments of infectious disease outbreak risk

BJ Singer, RN Thompson, MB Bonsall - Scientific reports, 2021 - nature.com
In the early stages of an outbreak, the term 'pandemic'can be used to communicate about
infectious disease risk, particularly by those who wish to encourage a large-scale public …

Spreading processes in multiplex metapopulations containing different mobility networks

D Soriano-Paños, L Lotero, A Arenas… - Physical Review X, 2018 - APS
We propose a theoretical framework for the study of spreading processes in structured
metapopulations, with heterogeneous agents, subjected to different recurrent mobility …