Statistical inference links data and theory in network science

L Peel, TP Peixoto, M De Domenico - Nature Communications, 2022 - nature.com
The number of network science applications across many different fields has been rapidly
increasing. Surprisingly, the development of theory and domain-specific applications often …

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 …

COVID-19 lockdown induces disease-mitigating structural changes in mobility networks

F Schlosser, BF Maier, O Jack… - Proceedings of the …, 2020 - National Acad Sciences
In the wake of the COVID-19 pandemic many countries implemented containment measures
to reduce disease transmission. Studies using digital data sources show that the mobility of …

[KNIHA][B] Higher-order networks

G Bianconi - 2021 - cambridge.org
Higher-order networks describe the many-body interactions of a large variety of complex
systems, ranging from the the brain to collaboration networks. Simplicial complexes are …

Projecting social contact matrices in 152 countries using contact surveys and demographic data

K Prem, AR Cook, M Jit - PLoS computational biology, 2017 - journals.plos.org
Heterogeneities in contact networks have a major effect in determining whether a pathogen
can become epidemic or persist at endemic levels. Epidemic models that determine which …

Thinking clearly about social aspects of infectious disease transmission

C Buckee, A Noor, L Sattenspiel - Nature, 2021 - nature.com
Social and cultural forces shape almost every aspect of infectious disease transmission in
human populations, as well as our ability to measure, understand, and respond to …

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 …

Inferring high-resolution human mixing patterns for disease modeling

D Mistry, M Litvinova, A Pastore y Piontti… - Nature …, 2021 - nature.com
Mathematical and computational modeling approaches are increasingly used as
quantitative tools in the analysis and forecasting of infectious disease epidemics. The …

Depressive symptoms are associated with social isolation in face-to-face interaction networks

T Elmer, C Stadtfeld - Scientific reports, 2020 - nature.com
Individuals with depressive symptoms are more likely to be isolated in their social networks,
which can further increase their symptoms. Although social interactions are an important …

Contact patterns in a high school: a comparison between data collected using wearable sensors, contact diaries and friendship surveys

R Mastrandrea, J Fournet, A Barrat - PloS one, 2015 - journals.plos.org
Given their importance in sha** social networks and determining how information or
transmissible diseases propagate in a population, interactions between individuals are the …