Alfredo Braunstein
Affiliations: | Politecnico di Torino |
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| Biazzo I, Braunstein A, Dall'Asta L, et al. (2022) A Bayesian generative neural network framework for epidemic inference problems. Scientific Reports. 12: 19673 |
| Braunstein A, Paola Muntoni A, Pagnani A, et al. (2020) Compressed sensing reconstruction using expectation propagation Journal of Physics a: Mathematical and Theoretical. 53: 184001 |
| Ortega E, Braunstein A, Lage-Castellanos A. (2020) Contamination source detection in water distribution networks using belief propagation Stochastic Environmental Research and Risk Assessment. 34: 493-511 |
| Muntoni AP, Rojas RDH, Braunstein A, et al. (2019) Nonconvex image reconstruction via expectation propagation. Physical Review. E. 100: 032134 |
| Braunstein A, Catania G, Dall'Asta L. (2019) Loop Corrections in Spin Models through Density Consistency. Physical Review Letters. 123: 020604 |
| Braunstein A, Ingrosso A, Muntoni AP. (2019) Network reconstruction from infection cascades. Journal of the Royal Society, Interface. 16: 20180844 |
| Braunstein A, Paola Muntoni A. (2018) The cavity approach for Steiner trees packing problems Journal of Statistical Mechanics: Theory and Experiment. 2018: 123401 |
| Bindi J, Braunstein A, Dall'Asta L. (2017) Predicting epidemic evolution on contact networks from partial observations. Plos One. 12: e0176376 |
| Braunstein A, Muntoni AP, Pagnani A. (2017) An analytic approximation of the feasible space of metabolic networks. Nature Communications. 8: 14915 |
| Braunstein A, Dall'Asta L, Semerjian G, et al. (2016) Network dismantling. Proceedings of the National Academy of Sciences of the United States of America. 113: 12368-12373 |