Associate Professor
Department of Applied Science and Technology (DISAT)
- Academic Advisor Laurea Magistrale (Master of science-level) in PHYSICS OF COMPLEX SYSTEMS
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Scientific branch
(Area 0002 - Physical sciences)
Skills
ERC sectors
Awards and Honors
- La Ricerca dei Talenti conferred by Fondazione CRT, Italy (2015)
Other research or teaching roles outside Politecnico
- Professore Incaricato Esterno, presso Collegio Carlo Alberto (15/7/2013-31/5/2014)
- Professore Incaricato Esterno, presso Collegio Carlo Alberto (15/7/2013-31/5/2014)
- Professore Incaricato Esterno, presso Collegio Carlo Alberto (7/11/2012-31/5/2013)
- Professore Incaricato Esterno, presso Collegio Carlo Alberto (7/11/2012-31/5/2013)
Teaching
PhD Boards
- FISICA, 2021/2022 (38. ciclo)
Politecnico di TORINO - FISICA, 2020/2021 (37. ciclo)
Politecnico di TORINO - FISICA, 2019/2020 (36. ciclo)
Politecnico di TORINO - FISICA, 2018/2019 (35. ciclo)
Politecnico di TORINO - FISICA, 2017/2018 (34. ciclo)
Politecnico di TORINO
Courses of Study Boards
Teachings
Master of Science
- Algorithms for optimization and statistical inference. A.A. 2017/18, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Stochastic simulation methods in physics. A.A. 2018/19, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Stochastic simulation methods in physics. A.A. 2019/20, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Stochastic simulation methods in physics. A.A. 2020/21, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Stochastic simulation methods in physics. A.A. 2021/22, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Stochastic simulation methods in physics. A.A. 2022/23, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Stochastic simulation methods in physics. A.A. 2023/24, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Collaboratore del corso
- Algorithms for optimization, inference and learning. A.A. 2018/19, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Algorithms for optimization, inference and learning. A.A. 2019/20, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Algorithms for optimization, inference and learning. A.A. 2020/21, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Algorithms for optimization, inference and learning. A.A. 2021/22, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Algorithms for optimization, inference and learning. A.A. 2022/23, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
- Algorithms for optimization, inference and learning. A.A. 2023/24, PHYSICS OF COMPLEX SYSTEMS (FISICA DEI SISTEMI COMPLESSI). Titolare del corso
Bachelor of Science
- Fisica I. A.A. 2017/18, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Institute
Research groups/teams
Research projects
Projects funded by competitive calls
- SIBYL - Statistical Inference via Belief Propagation for Dynamical Models of Epidemics , (2015-2017) - Responsabile Scientifico
Corporate-funded and donor-funded research
Supervised PhD students
- Stefano Crotti. Programme in Fisica (cycle 37, 2021-in progress)
- Matteo Mariani. Programme in Fisica (cycle 36, 2020-in progress)
Publications
Most cited publications View all publications in Porto@Iris
- Braunstein, Alfredo; Mézard, M; Zecchina, Riccardo (2005)
Survey Propagation: an algorithm for satisfiability. In: RANDOM STRUCTURES & ALGORITHMS, pp. 201-226. ISSN 1042-9832
Contributo su Rivista - Braunstein, Alfredo; Dall'Asta, Luca; Semerjian, Guilhem; Zdeborová, Lenka (2016)
Network dismantling. In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 113, pp. 12368-12373. ISSN 0027-8424
Contributo su Rivista - Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Alejandro Lage, Castellanos; ... (2014)
Bayesian Inference of Epidemics on Networks via Belief Propagation. In: PHYSICAL REVIEW LETTERS, vol. 112. ISSN 0031-9007
Contributo su Rivista - Braunstein, Alfredo; Zecchina, Riccardo (2006)
Learning by message passing in networks of discrete synapses. In: PHYSICAL REVIEW LETTERS, vol. 96. ISSN 0031-9007
Contributo su Rivista - Florian, Markowetz; Evan J., Molinelli; Anil, Korkut; Weiqing, Wang; Martin L., Miller; ... (2013)
Perturbation Biology: Inferring Signaling Networks in Cellular Systems. In: PLOS COMPUTATIONAL BIOLOGY, vol. 9. ISSN 1553-7358
Contributo su Rivista - Bailly Bechet, M.; Borgs, C.; Braunstein, Alfredo; Chayes, J.; Dagkessamanskaia, A.; ... (2011)
Finding undetected protein associations in cell signaling by belief propagation. In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 108, pp. 882-887. ISSN 0027-8424
Contributo su Rivista - Tuncbag, N.; Braunstein, Alfredo; Pagnani, Andrea; Huang, S. S. C.; Chayes, J.; Borgs, ... (2013)
Simultaneous Reconstruction of Multiple Signaling Pathways via the Prize-Collecting Steiner Forest Problem. In: JOURNAL OF COMPUTATIONAL BIOLOGY, vol. 20, pp. 124-136. ISSN 1066-5277
Contributo su Rivista - Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Wakeling, J. R.; Zecchina, ... (2014)
Containing Epidemic Outbreaks by Message-Passing Techniques. In: PHYSICAL REVIEW. X, vol. 4. ISSN 2160-3308
Contributo su Rivista - Braunstein, Alfredo; R., Mulet; Pagnani, Andrea; M., Weigt; Zecchina, Riccardo (2003)
Polynomial iterative algorithms for coloring and analyzing random graphs. In: PHYSICAL REVIEW E, STATISTICAL, NONLINEAR, AND SOFT MATTER PHYSICS, vol. 68. ISSN 1539-3755
Contributo su Rivista - Braunstein, Alfredo; Zecchina, Riccardo (2004)
Survey Propagation as local equilibrium equations. In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT, vol. 6. ISSN 1742-5468
Contributo su Rivista - Baldassi, Carlo; Braunstein, Alfredo; Brunei, N; Zecchina, Riccardo (2007)
Efficient supervised learning in networks with binary synapses. In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, vol. 104, pp. 11079-11084. ISSN 0027-8424
Contributo su Rivista - Baldassi, Carlo; Braunstein, Alfredo; Nicolas, Brunel; Zecchina, Riccardo (2007)
Efficient supervised learning in networks with binary synapses. In: Sixteenth Annual Computational Neuroscience Meeting: CNS*2007, Toronto, Canada
Contributo in Atti di Convegno (Proceeding) - Altarelli, Fabrizio; Braunstein, Alfredo; Dall'Asta, Luca; Zecchina, Riccardo (2013)
Optimizing spread dynamics on graphs by message passing. In: JOURNAL OF STATISTICAL MECHANICS: THEORY AND EXPERIMENT, vol. 2013. ISSN 1742-5468
Contributo su Rivista - M., Bayati; C., Borgs; Braunstein, Alfredo; J., Chayes; Ramezanpour, Abolfazl; Zecchina, ... (2008)
Statistical Mechanics of Steiner trees. In: PHYSICAL REVIEW LETTERS, vol. 101. ISSN 0031-9007
Contributo su Rivista - Braunstein, Alfredo; Mulet, R; Pagnani, Andrea (2008)
Estimating the size of the solution space of metabolic networks. In: BMC BIOINFORMATICS, vol. 9. ISSN 1471-2105
Contributo su Rivista