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] AI for science: predicting infectious diseases

AP Zhao, S Li, Z Cao, PJH Hu, J Wang, Y ** points of agent-based models
G Fabiani, N Evangelou, T Cui, JM Bello-Rivas… - Nature …, 2024 - nature.com
We present a machine learning framework bridging manifold learning, neural networks,
Gaussian processes, and Equation-Free multiscale approach, for the construction of …

OpenABM-Covid19—An agent-based model for non-pharmaceutical interventions against COVID-19 including contact tracing

R Hinch, WJM Probert, A Nurtay… - PLoS computational …, 2021 - journals.plos.org
SARS-CoV-2 has spread across the world, causing high mortality and unprecedented
restrictions on social and economic activity. Policymakers are assessing how best to …

The challenges of containing SARS-CoV-2 via test-trace-and-isolate

S Contreras, J Dehning, M Loidolt, J Zierenberg… - Nature …, 2021 - nature.com
Without a cure, vaccine, or proven long-term immunity against SARS-CoV-2, test-trace-and-
isolate (TTI) strategies present a promising tool to contain its spread. For any TTI strategy …

Comparative effectiveness of contact tracing interventions in the context of the COVID-19 pandemic: a systematic review

F Pozo-Martin, MA Beltran Sanchez, SA Müller… - European Journal of …, 2023 - Springer
Contact tracing is a non-pharmaceutical intervention (NPI) widely used in the control of the
COVID-19 pandemic. Its effectiveness may depend on a number of factors including the …

Controlling COVID-19 via test-trace-quarantine

CC Kerr, D Mistry, RM Stuart, K Rosenfeld… - Nature …, 2021 - nature.com
Initial COVID-19 containment in the United States focused on limiting mobility, including
school and workplace closures. However, these interventions have had enormous societal …

Modeling the effect of exposure notification and non-pharmaceutical interventions on COVID-19 transmission in Washington state

M Abueg, R Hinch, N Wu, L Liu, W Probert, A Wu… - NPJ digital …, 2021 - nature.com
Contact tracing is increasingly used to combat COVID-19, and digital implementations are
now being deployed, many based on Apple and Google's Exposure Notification System …

SARS-CoV-2 transmission risk from asymptomatic carriers: results from a mass screening programme in Luxembourg

P Wilmes, J Zimmer, J Schulz, F Glod… - The Lancet Regional …, 2021 - thelancet.com
Background To accompany the lifting of COVID-19 lockdown measures, Luxembourg
implemented a mass screening (MS) programme. The first phase coincided with an early …

[HTML][HTML] Agent-based modeling of COVID-19 outbreaks for New York state and UK: Parameter identification algorithm

O Krivorotko, M Sosnovskaia, I Vashchenko… - Infectious Disease …, 2022 - Elsevier
This paper uses Covasim, an agent-based model (ABM) of COVID-19, to evaluate and
scenarios of epidemic spread in New York State (USA) and the UK. Epidemiological …