Publications

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, 2024
    arXiv Website

2023

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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
    Jun 2023
    arXiv

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