Foto del docente

Emanuele Mingione

Senior assistant professor (fixed-term)

Department of Mathematics

Academic discipline: MAT/07 Mathematical Physics

Publications

Alberici, Diego; Contucci, Pierluigi; Mingione, Emanuele, Deep Boltzmann Machines: Rigorous Results at Arbitrary Depth, «ANNALES HENRI POINCARE'», 2021, 40, pp. 1 - 24 [Scientific article]Open Access

Contucci P.; Corberi F.; Kurchan J.; Mingione E., Stationarization and Multithermalization in spin glasses, «SCIPOST PHYSICS», 2021, 10, Article number: 113 , pp. 1 - 32 [Scientific article]Open Access

Alberici D.; Camilli F.; Contucci P.; Mingione E., The Multi-species Mean-Field Spin-Glass on the Nishimori Line, «JOURNAL OF STATISTICAL PHYSICS», 2021, 182, Article number: 2 , pp. 1 - 20 [Scientific article]Open Access

Alberici D.; Camilli F.; Contucci P.; Mingione E., The Solution of the Deep Boltzmann Machine on the Nishimori Line, «COMMUNICATIONS IN MATHEMATICAL PHYSICS», 2021, 387, pp. 1191 - 1214 [Scientific article]Open Access

Alberici D.; Barra A.; Contucci P.; Mingione E., Annealing and Replica-Symmetry in Deep Boltzmann Machines, «JOURNAL OF STATISTICAL PHYSICS», 2020, 179, pp. 1 - 15 [Scientific article]Open Access

Luigi Ambrosio, Michele Benzi, Pierluigi Contucci, Diego Alberici, Jean Barbier, Francesco Camilli, Emanuele Mingione, Daniele Tantari, Mathematical Methods and Models in Machine Learning, 2020. [Exhibition]

Contucci, Pierluigi; Mingione, Emanuele, A Multi-scale Spin-Glass Mean-Field Model, «COMMUNICATIONS IN MATHEMATICAL PHYSICS», 2019, 368, pp. 1323 - 1344 [Scientific article]Open Access

Contucci P.; Kurchan J.; Mingione E., Equilibrium and dynamics of a multi-bath Sherrington-Kirkpatrick model, «JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL», 2019, 52, Article number: 324001 , pp. 324001 - 324010 [Scientific article]Open Access

Alberici D.; Contucci P.; Mingione E., Mean-field monomer-dimer models. a review, in: Sojourns in Probability Theory and Statistical Physics - I, Berlin, SPRINGER, 2019, pp. 39 - 62 (SPRINGER PROCEEDINGS IN MATHEMATICS & STATISTICS) [Chapter or essay]

Alberici, Diego; Mingione, Emanuele*, Two Populations Mean-Field Monomer–Dimer Model, «JOURNAL OF STATISTICAL PHYSICS», 2018, 171, pp. 96 - 105 [Scientific article]Open Access

Alberici, Diego; Contucci, Pierluigi; Mingione, Emanuele; Molari, Marco, Aggregation models on hypergraphs, «ANNALS OF PHYSICS», 2017, 376, pp. 412 - 424 [Scientific article]Open Access

Alberici, Diego; Contucci, Pierluigi; Fedele, Micaela; Mingione, Emanuele, Limit Theorems for Monomer–Dimer Mean-Field Models with Attractive Potential, «COMMUNICATIONS IN MATHEMATICAL PHYSICS», 2016, 346, pp. 781 - 799 [Scientific article]Open Access

Alberici, Diego; Contucci, Pierluigi; Mingione, Emanuele, Non-Gaussian fluctuations in monomer-dimer models, «EUROPHYSICS LETTERS», 2016, 114, Article number: 10006 , pp. 10006 - 10010 [Scientific article]

Alberici, Diego; Contucci, Pierluigi; Mingione, Emanuele, A Mean-Field Monomer–Dimer Model with Randomness: Exact Solution and Rigorous Results, «JOURNAL OF STATISTICAL PHYSICS», 2015, 160, pp. 1721 - 1732 [Scientific article]Open Access

Adriano Barra; Pierluigi Contucci; Emanuele Mingione; Daniele Tantari, Multi-species mean-field spin-glasses. Rigorous results, «ANNALES HENRI POINCARE'», 2015, 16, pp. 691 - 708 [Scientific article]Open Access