MICHELE BUZZICOTTI

Ricercatore universitario

email: michele.buzzicotti@uniroma2.it
telefono: +39 06 7259 4584
edificio: Scienze Matematiche Fisiche Naturali
stanza: C108

Michele Buzzicotti è un fisico teorico attivo nell'ambito della Meccanica Statistica e dei Sistemi Complessi. La sua principale attività di ricerca è nello studio dei flussi turbolenti mediante l'uso di simulazioni numeriche dirette e strumenti di Intelligenza Artificiale. Lavorando da punto di vista sia euleriano che lagrangiano, si interessa alla sviluppo di nuovi paradigmi per l'analisi dei dati e di modelli non lineari fuori dall'equilibrio, come le chiusure Large-Eddy-Simulation per le dinamiche su piccola scala di flussi ad alto Reynolds.

All'interno del Dipartimento di fisica a Tor Vergata fa parte del progetto ERC Advanced Grant "Smart-TURB", PI: Prof. Luca Biferale. Allo stesso tempo è coinvolto in altre collaborazioni all'esterno del Dipartimento, di cui tra le principali c’è quella con il Prof. Hussein Aluie dell’Università di Rochester sull'analisi dei dati geofisici.

Il Dr. Buzzicotti ha una posizione di Visiting Scientists presso l'Università di Eindhoven TU/e dove collabora con il Prof. Federico Toschi sull'analisi di sistemi complessi.

Produzione scientifica

2108/349845 - 2023 - Multi-scale reconstruction of turbulent rotating flows with proper orthogonal decomposition and generative adversarial networks
Li, Tianyi; Buzzicotti, Michele; Biferale, Luca; Bonaccorso, Fabio - 01 - Articolo su rivista
rivista: JOURNAL OF FLUID MECHANICS (London: Cambridge University Press.) pp. - - issn: 0022-1120 - wos: WOS:001144932800001 (5) - scopus: 2-s2.0-85171755785 (5)

2108/321983 - 2023 - Reconstructing Rayleigh-Bénard flows out of temperature-only measurements using Physics-Informed Neural Networks
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. - - issn: 1292-8941 - wos: WOS:000956387200001 (7) - scopus: 2-s2.0-85150752205 (10)

2108/321982 - 2023 - Data reconstruction for complex flows using AI: recent progress, obstacles, and perspectives
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: EUROPHYSICS LETTERS (EDP Sciences:17 Ave Du Hoggar, BP112, 91944 Les Ulis Cedex A France:011 33 1 69187575, EMAIL: subscribers@edpsciences.com, INTERNET: http://www.edpsciences.com, Fax: 011 33 1 69860678) pp. - - issn: 0295-5075 - wos: WOS:000972440800001 (8) - scopus: 2-s2.0-85152296831 (7)

2108/349843 - 2023 - Global cascade of kinetic energy in the ocean and the atmospheric imprint
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: SCIENCE ADVANCES (Washington, DC : American Association for the Advancement of Science, 2015-) pp. - - issn: 2375-2548 - wos: WOS:001172893000005 (4) - scopus: 2-s2.0-85180774552 (5)

2108/322640 - 2023 - Generative adversarial networks to infer velocity components in rotating turbulent flows
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. - - issn: 1292-8941 - wos: WOS:000982152500001 (9) - scopus: 2-s2.0-85157970402 (8)

2108/314165 - 2022 - Inferring turbulent environments via machine learning
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. - - issn: 1292-8941 - wos: WOS:000906290800001 (6) - scopus: 2-s2.0-85145353194 (6)

2108/314171 - 2022 - Global energy spectrum of the general oceanic circulation
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: NATURE COMMUNICATIONS (London: Nature Publishing Group-Springer Nature) pp. - - issn: 2041-1723 - wos: WOS:000853200800007 (39) - scopus: 2-s2.0-85138127710 (40)

2108/322040 - 2021 - Reconstruction of turbulent data with gappy POD method
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: LIXUE XUEBAO (Beijing: Kexue Chubanshe, 1957-) pp. 2703-2711 - issn: 0459-1879 - wos: (0) - scopus: 2-s2.0-85119457270 (3)

2108/289851 - 2021 - Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000652862300003 (39) - scopus: 2-s2.0-85106370868 (41)

2108/289853 - 2021 - Inertial range statistics of the entropic lattice Boltzmann method in three-dimensional turbulence
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW. E (Ridge, NY: American Physical Society, [2016]-) pp. - - issn: 2470-0045 - wos: WOS:000695714500013 (6) - scopus: 2-s2.0-85109289107 (6)

2108/289859 - 2021 - Optimal control of point-to-point navigation in turbulent time dependent flows using reinforcement learning
Buzzicotti, Michele; Biferale, Luca - 03 - Contributo in libro
libro: AIxIA 2020 : advances in artificial intelligence : 19. International conference of the Italian association for artificial intelligence virtual event, November 25–27, 2020 - (978-3-030-77091-4)

2108/289863 - 2020 - Phase transitions and flux-loop metastable states in rotating turbulence
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000576899700004 (12) - scopus: 2-s2.0-85093364318 (17)

2108/289865 - 2020 - Statistical properties of turbulence in the presence of a smart small-scale control
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW LETTERS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. - - issn: 1079-7114 - wos: WOS:000517295000004 (8) - scopus: 2-s2.0-85081688480 (9)

2108/289861 - 2020 - Synchronizing subgrid scale models of turbulence to data
Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICS OF FLUIDS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. - - issn: 1070-6631 - wos: WOS:000602687500001 (23) - scopus: 2-s2.0-85099209438 (22)

2108/230223 - 2019 - Zermelo's problem: Optimal point-to-point navigation in 2D turbulent flows using reinforcement learning
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
rivista: CHAOS (Woodbury NY: American Institute of Physics, 1991-) pp. 103138- - issn: 1054-1500 - wos: WOS:000500821700045 (65) - scopus: 2-s2.0-85074232764 (72)

2108/264441 - 2019 - Self-similar subgrid-scale models for inertial range turbulence and accurate measurements of intermittency
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW LETTERS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. - - issn: 0031-9007 - wos: WOS:000473311400010 (17) - scopus: 2-s2.0-85069006159 (17)

2108/264439 - 2018 - A priori study of the subgrid energy transfers for small-scale dynamo in kinematic and saturation regimes
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICS OF PLASMAS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. 122307- - issn: 1070-664X - wos: WOS:000454905100022 (3) - scopus: 2-s2.0-85058975236 (3)

2108/264437 - 2018 - On the inverse energy transfer in rotating turbulence
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. - - issn: 1292-8941 - wos: WOS:000449990500001 (9) - scopus: 2-s2.0-85056400132 (10)

2108/264433 - 2018 - Energy transfer in turbulence under rotation
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000427994700002 (41) - scopus: 2-s2.0-85044955814 (46)

2108/264431 - 2018 - Nonuniversal behaviour of helical two-dimensional three-component turbulence
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. - - issn: 1292-8941 - wos: WOS:000423451100001 (7) - scopus: 2-s2.0-85040820270 (6)

2108/209467 - 2018 - Effect of filter type on the statistics of energy transfer between resolved and subfilter scales from a-priori analysis of direct numerical simulations of isotropic turbulence
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: JOURNAL OF TURBULENCE (ABINGDON, ENGLAND:TAYLOR & FRANCIS LTD Bristol, UK : IoP, c2001- Melville, NY :American Institute of Physics) pp. 167-197 - issn: 1468-5248 - wos: WOS:000425780300003 (47) - scopus: 2-s2.0-85041342311 (49)

2108/264435 - 2018 - Multi-scale properties of large eddy simulations: correlations between resolved-scale velocity-field increments and subgrid-scale quantities
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: JOURNAL OF TURBULENCE (ABINGDON, ENGLAND:TAYLOR & FRANCIS LTD Bristol, UK : IoP, c2001- Melville, NY :American Institute of Physics) pp. 493-527 - issn: 1468-5248 - wos: WOS:000432247200005 (14) - scopus: 2-s2.0-85046451049 (16)

2108/209912 - 2017 - From two-dimensional to three-dimensional turbulence through two-dimensional three-component flows
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
rivista: PHYSICS OF FLUIDS (American Institute of Physics:2 Huntington Quadrangle, Suite 1NO1:Melville, NY 11747:(800)344-6902, (631)576-2287, EMAIL: subs@aip.org, INTERNET: http://www.aip.org, Fax: (516)349-9704) pp. 111101- - issn: 1070-6631 - wos: WOS:000416067400001 (29) - scopus: 2-s2.0-85022336684 (26)

2108/173926 - 2016 - Lagrangian statistics for Navier-Stokes turbulence under Fourier-mode reduction: Fractal and homogeneous decimations
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: NEW JOURNAL OF PHYSICS (Institute of Physics Publishing, IOP PUBLISHING LTD, DIRAC HOUSE, TEMPLE BACK, BRISTOL, ENGLAND, BS1 6BE) pp. 113047- - issn: 1367-2630 - wos: WOS:000389252900001 (28) - scopus: 2-s2.0-85007350938 (28)

2108/173954 - 2016 - Phase and precession evolution in the Burgers equation
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: THE EUROPEAN PHYSICAL JOURNAL. E, SOFT MATTER (Les Ulis : EDP Sciences 2000- SPRINGER, 233 SPRING STREET, NEW YORK, USA, NY, 10013. Luogo pubbl. Les Ulis .) pp. 34- - issn: 1292-8941 - wos: WOS:000375267900001 (15) - scopus: 2-s2.0-84961665215 (15)

2108/173964 - 2016 - Intermittency in fractal Fourier hydrodynamics: lessons from the Burgers equation
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
rivista: PHYSICAL REVIEW. E (Ridge, NY : American Physical Society, [2016]-) pp. 033109- - issn: 2470-0053 - wos: WOS:000371965300012 (24) - scopus: 2-s2.0-84960848224 (26)

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