Xavier Bailly

Simulation-based inference of epidemiological and phylodynamic models via neural posterior estimation

Mathematical models play a central role in understanding and forecasting infectious disease dynamics, but parameter inference is often difficult when likelihoods are intractable. Simulation-based inference (SBI) circumvents this limitation by relying on model simulations. Traditi...