Publications

2025

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    Small-coupling dynamic cavity: A Bayesian mean-field framework for epidemic inference
    Alfredo Braunstein, Giovanni Catania, Luca Dall’Asta, Matteo Mariani, Fabio Mazza, and Mattia Tarabolo
    Physical Review Research, Apr 2025
    arXiv Website
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    A data-driven analysis of the impact of non-compliant individuals on epidemic diffusion in urban settings
    Fabio Mazza, Marco Brambilla, Carlo Piccardi, and Francesco Pierri
    Jun 2025
    arXiv

2024

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    Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction
    A. P. Muntoni, Fabio Mazza, A. Braunstein, G. Catania, and L. Dall’Asta
    PNAS Nexus, Jun 2024
    arXiv Website

2022

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    A Bayesian generative neural network framework for epidemic inference problems
    Indaco Biazzo, Alfredo Braunstein, Luca Dall’Asta, and Fabio Mazza
    Scientific Reports, Nov 2022
    Website

2021

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    Epidemic mitigation by statistical inference from contact tracing data
    Antoine Baker, Indaco Biazzo, Alfredo Braunstein, Giovanni Catania, Luca Dall’Asta, Alessandro Ingrosso, Florent Krzakala, Fabio Mazza, Marc Mézard, Anna Paola Muntoni, and 3 more authors
    Proceedings of the National Academy of Sciences, Aug 2021
    Website