Alfredo Braunstein

ScholarGPS® ID: 35801730146631

Affiliation

Polytechnic University of Turin, Turin, Italy

Affiliation History

Field

Life Sciences

Discipline

Genetics

Top Specialties

Metrics Summary

Publication Count

Predicted Citations

2,353

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Statistical mechanics of inference in epidemic spreading (journal article) Braunstein, Alfredo \| Budzynski, Louise \| Mariani, Matteo Physical Review E, volume 108, issue 6 (2023). 10.1103/PhysRevE.108.064302 Cite \| Source
Matrix Product Belief Propagation for reweighted stochastic dynamics over graphs (journal article) Crotti, Stefano \| Braunstein, Alfredo Proceedings of the National Academy of Sciences, volume 120, issue 47 (2023). 10.1073/pnas.2307935120 Cited by (1) \| Cite \| Source
The Cavity Method: From Exact Solutions to Algorithms (book chapter) In Spin Glass Theory and Far Beyond Braunstein, Alfredo \| Semerjian, Guilhem WORLD SCIENTIFIC (2023) 10.1142/9789811273926_0019 Cite \| Source
Inference in conditioned dynamics through causality restoration (journal article) Braunstein, Alfredo \| Catania, Giovanni \| Dall’Asta, Luca \| Mariani, Matteo \| Muntoni, Anna Paola Scientific Reports, volume 13, issue 1 (2023). 10.1038/s41598-023-33770-3 Cited by (1) \| Cite \| Source
A Bayesian generative neural network framework for epidemic inference problems (journal article) Biazzo, Indaco \| Braunstein, Alfredo \| Dall’Asta, Luca \| Mazza, Fabio Scientific Reports, volume 12, issue 1 (2022). 10.1038/s41598-022-20898-x Cited by (6) \| Cite \| Source
Closest-vector problem and the zero-temperature -spin landscape for lossy compression (journal article) Braunstein, Alfredo \| Budzynski, Louise \| Crotti, Stefano \| Ricci-Tersenghi, Federico Physical Review E, volume 106, issue 5 (2022). 10.1103/PhysRevE.106.054101 Cite \| Source
Relationship between fitness and heterogeneity in exponentially growing microbial populations (journal article) Muntoni, Anna Paola \| Braunstein, Alfredo \| Pagnani, Andrea \| De Martino, Daniele \| De Martino, Andrea Biophysical Journal, volume 121, issue 10, pages 1919-1930 (2022). 10.1016/j.bpj.2022.04.012 Cited by (7) \| Cite \| Source
Epidemic mitigation by statistical inference from contact tracing data (journal article) Baker, Antoine \| Biazzo, Indaco \| Braunstein, Alfredo \| Catania, Giovanni \| Dall’Asta, Luca \| Ingrosso, Alessandro \| Krzakala, Florent \| Mazza, Fabio \| Mézard, Marc \| Muntoni, Anna Paola \| ... \| Zdeborová, Lenka Proceedings of the National Academy of Sciences, volume 118, issue 32 (2021). 10.1073/pnas.2106548118 Cited by (15) \| Cite \| Source
Expectation propagation on the diluted Bayesian classifier (journal article) Braunstein, Alfredo \| Gueudré, Thomas \| Pagnani, Andrea \| Pieropan, Mirko Physical Review E, volume 103, issue 4 (2021). 10.1103/PhysRevE.103.043301 Cite \| Source
A density consistency approach to the inverse Ising problem (journal article) Braunstein, Alfredo \| Catania, Giovanni \| Dall’Asta, Luca \| Muntoni, Anna Paola Journal of Statistical Mechanics: Theory and Experiment, volume 2021, issue 3, pages 033416- (2021). 10.1088/1742-5468/abed43 Cited by (2) \| Cite \| Source
Compressed sensing reconstruction using expectation propagation (journal article) Braunstein, Alfredo \| Paola Muntoni, Anna \| Pagnani, Andrea \| Pieropan, Mirko Journal of Physics A: Mathematical and Theoretical, volume 53, issue 18, pages 184001- (2020). 10.1088/1751-8121/ab3065 Cited by (8) \| Cite \| Source
Contamination source detection in water distribution networks using belief propagation (journal article) Ortega, Ernesto \| Braunstein, Alfredo \| Lage-Castellanos, Alejandro Stochastic Environmental Research and Risk Assessment, volume 34, issue 3-4, pages 493-511 (2020). 10.1007/s00477-020-01788-y Cited by (7) \| Cite \| Source
Nonconvex image reconstruction via expectation propagation (journal article) Muntoni, Anna Paola \| Rojas, Rafael Díaz Hernández \| Braunstein, Alfredo \| Pagnani, Andrea \| Pérez Castillo, Isaac Physical Review E, volume 100, issue 3 (2019). 10.1103/PhysRevE.100.032134 Cited by (3) \| Cite \| Source
Loop Corrections in Spin Models through Density Consistency (journal article) Braunstein, Alfredo \| Catania, Giovanni \| Dall’Asta, Luca Physical Review Letters, volume 123, issue 2 (2019). 10.1103/PhysRevLett.123.020604 Cited by (4) \| Cite \| Source
Network reconstruction from infection cascades (journal article) Braunstein, Alfredo \| Ingrosso, Alessandro \| Muntoni, Anna Paola Journal of The Royal Society Interface, volume 16, issue 151, pages 20180844- (2019). 10.1098/rsif.2018.0844 Cited by (24) \| Cite \| Source
The cavity approach for Steiner trees packing problems (journal article) Braunstein, Alfredo \| Paola Muntoni, Anna Journal of Statistical Mechanics: Theory and Experiment, volume 2018, issue 12, pages 123401- (2018). 10.1088/1742-5468/aaeb3f Cited by (2) \| Cite \| Source
Predicting epidemic evolution on contact networks from partial observations (journal article) Bindi, Jacopo \| Braunstein, Alfredo \| Dall’Asta, Luca PLOS ONE, volume 12, issue 4, pages e0176376- (2017). 10.1371/journal.pone.0176376 Cited by (2) \| Cite \| Source \| Open Access
An analytic approximation of the feasible space of metabolic networks (journal article) Braunstein, Alfredo \| Muntoni, Anna Paola \| Pagnani, Andrea Nature Communications, volume 8, issue 1 (2017). 10.1038/ncomms14915 Cited by (22) \| Cite \| Source \| Open Access
Network dismantling (journal article) Braunstein, Alfredo \| Dall’Asta, Luca \| Semerjian, Guilhem \| Zdeborová, Lenka Proceedings of the National Academy of Sciences, volume 113, issue 44, pages 12368-12373 (2016). 10.1073/pnas.1605083113 Cited by (176) \| Cite \| Source \| Open Access
Practical optimization of Steiner trees via the cavity method (journal article) Braunstein, Alfredo \| Muntoni, Anna Journal of Statistical Mechanics: Theory and Experiment, volume 2016, issue 7, pages 073302- (2016). 10.1088/1742-5468/2016/07/073302 Cited by (2) \| Cite \| Source \| Open Access