| An analytic approximation of the feasible space of metabolic networks A Braunstein, AP Muntoni, A Pagnani Nature communications 8 (1), 14915, 2017 | 41 | 2017 |
| Network reconstruction from infection cascades A Braunstein, A Ingrosso, AP Muntoni Journal of the Royal Society Interface 16 (151), 20180844, 2019 | 39 | 2019 |
| 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 | 29 | 2021 |
| Sparse generative modeling via parameter reduction of Boltzmann machines: Application to protein-sequence families P Barrat-Charlaix, AP Muntoni, K Shimagaki, M Weigt, F Zamponi Physical Review E 104 (2), 024407, 2021 | 26* | 2021 |
| Aligning biological sequences by exploiting residue conservation and coevolution AP Muntoni, A Pagnani, M Weigt, F Zamponi Physical Review E 102 (6), 062409, 2020 | 18 | 2020 |
| adabmDCA: adaptive Boltzmann machine learning for biological sequences AP Muntoni, A Pagnani, M Weigt, F Zamponi BMC bioinformatics 22, 1-19, 2021 | 16 | 2021 |
| Compressed sensing reconstruction using Expectation Propagation A Braunstein, AP Muntoni, A Pagnani, M Pieropan Journal of Physics A: Mathematical and Theoretical 53 (18), 184001, 2020 | 14 | 2020 |
| Relationship between fitness and heterogeneity in exponentially growing microbial populations AP Muntoni, A Braunstein, A Pagnani, D De Martino, A De Martino Biophysical Journal 121 (10), 1919-1930, 2022 | 12 | 2022 |
| Unbiased metabolic flux inference through combined thermodynamic and 13C flux analysis J Saldida, AP Muntoni, D de Martino, G Hubmann, B Niebel, AM Schmidt, ... bioRxiv, 2020.06. 29.177063, 2020 | 10 | 2020 |
| Nonconvex image reconstruction via expectation propagation AP Muntoni, RDH Rojas, A Braunstein, A Pagnani, IP Castillo Physical Review E 100 (3), 032134, 2019 | 5 | 2019 |
| Practical optimization of Steiner trees via the cavity method A Braunstein, A Muntoni Journal of Statistical Mechanics: Theory and Experiment 2016 (7), 073302, 2016 | 4 | 2016 |
| Optimal metabolic strategies for microbial growth in stationary random environments AP Muntoni, A De Martino Physical Biology 20 (3), 036001, 2023 | 3 | 2023 |
| The cavity approach for Steiner trees packing problems A Braunstein, AP Muntoni Journal of Statistical Mechanics: Theory and Experiment 2018 (12), 123401, 2018 | 3 | 2018 |
| Inference in conditioned dynamics through causality restoration A Braunstein, G Catania, L Dall’Asta, M Mariani, AP Muntoni Scientific Reports 13 (1), 7350, 2023 | 2 | 2023 |
| Statistical Mechanics approaches to optimization and inference AP Muntoni | 2 | 2019 |
| A density consistency approach to the inverse Ising problem A Braunstein, G Catania, L Dall’Asta, AP Muntoni Journal of Statistical Mechanics: Theory and Experiment 2021 (3), 033416, 2021 | 1 | 2021 |
| Effectiveness of probabilistic contact tracing in epidemic containment: the role of super-spreaders and transmission paths reconstruction AP Muntoni, F Mazza, A Braunstein, G Catania, L Dall'Asta arXiv preprint arXiv:2312.00910, 2023 | | 2023 |
| DCAlign v1. 0: Aligning biological sequences using co-evolution models and informed priors AP Muntoni, A Pagnani Bioinformatics 39 (9), btad537, 2023 | | 2023 |
Alfredo BraunsteinDISAT, Politecnico di TorinoAdresse e-mail validée de polito.it
