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Fabio Mazza
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Epidemic mitigation by statistical inference from contact tracing data
A Baker, I Biazzo, A Braunstein, G Catania, L Dall’Asta, A Ingrosso, ...
Proceedings of the National Academy of Sciences 118 (32), e2106548118, 2021
352021
A Bayesian generative neural network framework for epidemic inference problems
I Biazzo, A Braunstein, L Dall’Asta, F Mazza
Scientific Reports 12 (1), 19673, 2022
202022
Small-Coupling Dynamic Cavity: a Bayesian mean-field framework for epidemic inference
A Braunstein, G Catania, L Dall'Asta, M Mariani, F Mazza, M Tarabolo
arXiv preprint arXiv:2306.03829, 2023
22023
Effectiveness of probabilistic contact tracing in epidemic containment: The role of superspreaders and transmission path reconstruction
AP Muntoni, F Mazza, A Braunstein, G Catania, L Dall’Asta
PNAS nexus 3 (9), pgae377, 2024
2024
Statistical physics and epidemic inference: methods and applications
F Mazza
Politecnico di Torino, 2023
2023
Multiscale modeling of influenza viral emergence
F Mazza
Politecnico di Torino, 2019
2019
Supplementary Materials:” Epidemic inference through generative neural networks”
I Biazzo, A Braunstein, L Dall’Asta, F Mazza
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