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 …

Structural identifiability and observability of compartmental models of the COVID-19 pandemic

G Massonis, JR Banga, AF Villaverde - Annual reviews in control, 2021 - Elsevier
The recent coronavirus disease (COVID-19) outbreak has dramatically increased the public
awareness and appreciation of the utility of dynamic models. At the same time, the …

Improved inference of time-varying reproduction numbers during infectious disease outbreaks

RN Thompson, JE Stockwin, RD van Gaalen… - Epidemics, 2019 - Elsevier
Accurate estimation of the parameters characterising infectious disease transmission is vital
for optimising control interventions during epidemics. A valuable metric for assessing the …

Commentary on Ferguson, et al.,“Impact of non-pharmaceutical interventions (NPIs) to reduce COVID-19 mortality and healthcare demand”

S Eubank, I Eckstrand, B Lewis… - Bulletin of mathematical …, 2020 - Springer
A recent manuscript (Ferguson et al. in Impact of non-pharmaceutical interventions (NPIs) to
reduce COVID-19 mortality and healthcare demand, Imperial College COVID-19 Response …

Evolutionary games on multilayer networks: a colloquium

Z Wang, L Wang, A Szolnoki, M Perc - The European physical journal B, 2015 - Springer
Networks form the backbone of many complex systems, ranging from the Internet to human
societies. Accordingly, not only is the range of our interactions limited and thus best …

On the predictability of infectious disease outbreaks

SV Scarpino, G Petri - Nature communications, 2019 - nature.com
Infectious disease outbreaks recapitulate biology: they emerge from the multi-level
interaction of hosts, pathogens, and environment. Therefore, outbreak forecasting requires …

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

J Gómez-Gardeñes, 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 …

Effective approach to epidemic containment using link equations in complex networks

JT Matamalas, A Arenas, S Gómez - Science advances, 2018 - science.org
Epidemic containment is a major concern when confronting large-scale infections in
complex networks. Many studies have been devoted to analytically understand how to …

Prioritizing allocation of COVID-19 vaccines based on social contacts increases vaccination effectiveness

J Chen, S Hoops, A Marathe, H Mortveit, B Lewis… - MedRxiv, 2021 - medrxiv.org
We study allocation of COVID-19 vaccines to individuals based on the structural properties
of their underlying social contact network. Even optimistic estimates suggest that most …

[HTML][HTML] Bridging the gap between evidence and policy for infectious diseases: How models can aid public health decision-making

GM Knight, NJ Dharan, GJ Fox, N Stennis… - International journal of …, 2016 - Elsevier
The dominant approach to decision-making in public health policy for infectious diseases
relies heavily on expert opinion, which often applies empirical evidence to policy questions …