most citedA hybrid framework for compartmental models enabling simulation-based inference

3 citations · 4 across the 4 of their papers we have counts for

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stat.ME2026

GENIE: Generative Neural Inference for Epidemics

Laura M. Guzmán-Rincón, George R. E. Bradley, Joel Kandiah +5

The SARS-CoV-2 pandemic highlighted the ongoing risk infectious diseases pose to society and the value of reliable information on the likely future burden. When forecasting an epid…

stat.ME2026

Amortized Phylodynamic Inference with Neural Bayes Estimators and Recursive Neural Networks

Alexander E. Zarebski, Thomas Williams, Louis du Plessis

Phylodynamics is used to estimate epidemic dynamics from phylogenetic trees or genomic sequences of pathogens, but the likelihood calculations needed can be challenging for complex…