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 …

Effectiveness of workplace social distancing measures in reducing influenza transmission: a systematic review

F Ahmed, N Zviedrite, A Uzicanin - BMC public health, 2018 - Springer
Background Social distancing is one of the community mitigation measures that may be
recommended during influenza pandemics. Social distancing can reduce virus transmission …

Predicting infectious disease using deep learning and big data

S Chae, S Kwon, D Lee - … journal of environmental research and public …, 2018 - mdpi.com
Infectious disease occurs when a person is infected by a pathogen from another person or
an animal. It is a problem that causes harm at both individual and macro scales. The Korea …

Human mobility: Models and applications

H Barbosa, M Barthelemy, G Ghoshal, CR James… - Physics Reports, 2018 - Elsevier
Recent years have witnessed an explosion of extensive geolocated datasets related to
human movement, enabling scientists to quantitatively study individual and collective …

Measurability of the epidemic reproduction number in data-driven contact networks

QH Liu, M Ajelli, A Aleta, S Merler, Y Moreno… - Proceedings of the …, 2018 - pnas.org
The basic reproduction number is one of the conceptual cornerstones of mathematical
epidemiology. Its classical definition as the number of secondary cases generated by a …

Unravelling daily human mobility motifs

CM Schneider, V Belik, T Couronné… - Journal of The …, 2013 - royalsocietypublishing.org
Human mobility is differentiated by time scales. While the mechanism for long time scales
has been studied, the underlying mechanism on the daily scale is still unrevealed. Here, we …

Multiscale mobility networks and the spatial spreading of infectious diseases

D Balcan, V Colizza, B Gonçalves, H Hu… - Proceedings of the …, 2009 - pnas.org
Among the realistic ingredients to be considered in the computational modeling of infectious
diseases, human mobility represents a crucial challenge both on the theoretical side and in …

On the use of human mobility proxies for modeling epidemics

M Tizzoni, P Bajardi, A Decuyper… - PLoS computational …, 2014 - journals.plos.org
Human mobility is a key component of large-scale spatial-transmission models of infectious
diseases. Correctly modeling and quantifying human mobility is critical for improving …

Modeling the spatial spread of infectious diseases: The GLobal Epidemic and Mobility computational model

D Balcan, B Gonçalves, H Hu, JJ Ramasco… - Journal of computational …, 2010 - Elsevier
RESEARCH HIGHLIGHTS:▶ Integration of empirical mobility networks in a computational
epidemic model.▶ Discrete stochastic epidemic model at the worldwide scale.▶ …

An interdisciplinary model for macroeconomics

AG Haldane, AE Turrell - Oxford Review of Economic Policy, 2018 - academic.oup.com
Macroeconomic modelling has been under intense scrutiny since the Great Financial Crisis,
when serious shortcomings were exposed in the methodology used to understand the …