2 papers
cs.SI2026
A Machine Learning Framework for Constructing Heterogeneous Contact Networks: Implications for Epidemic Modelling
Luke Murray Kearney, Emma L Davis, Matt J Keeling
Capturing the structured mixing within a population is key to the reliable projection of infectious disease dynamics and hence informed control. Both heterogeneity in the number of…
physics.soc-ph2025
Data-Driven Construction of Age-Structured Contact Networks
Luke Murray Kearney, Emma L. Davis, Matt J. Keeling
Capturing the structure of a population and characterising contacts within the population are key to reliable projections of infectious disease. Two main elements of population str…