3 papers
cs.IR2026
Evaluating AI-based Scientific Knowledge Synthesis with Epidemiological Systematic Reviews
Shreyansh Padarha, Ryan Othniel Kearns, Tristan Naidoo +13
Systematic literature reviews (SLRs) are a demanding and high-stakes form of scientific knowledge synthesis that remains underspecified as an evaluation setting for large language…
q-bio.QM2025
A statistical framework for comparing epidemic forests
Cyril Geismar, Peter J. White, Anne Cori +1
Inferring who infected whom in an outbreak is essential for characterising transmission dynamics and guiding public health interventions. However, this task is challenging due to l…
q-bio.PE2024
Mathematical modelling to inform outbreak response vaccination
Manjari Shankar, Anna-Maria Hartner, Callum R. K. Arnold +11
Mathematical models are established tools to assist in outbreak response. They help characterise complex patterns in disease spread, simulate control options to assist public healt…