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 | 32 | 2021 |
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 | 18* | 2022 |
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 | 2 | 2023 |
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 | | |