MICHELE BUZZICOTTI

Researcher

email: michele.buzzicotti@uniroma2.it
phone: +39 06 7259 4584
building: Scienze Matematiche Fisiche Naturali
room: C108

Michele Buzzicotti is a theoretical physicist active in Statistical Mechanics and Complex Systems. His main research activity is the study of turbulent flows through the use of direct numerical simulations and Artificial Intelligence tools. Working from an Eulerian and a Lagrangian point of view, he is interested in developing new paradigms for data analysis and non-equilibrium nonlinear models, such as Large-Eddy-Simulation closures for small-scale dynamics of high-Reynolds flows.

Within the Department of Physics at Tor Vergata, he is part of the ERC Advanced Grant project "Smart-TURB", PI: Prof. Luca Biferale. At the same time, he is involved in other collaborations outside the Department, such as the one with Prof. Hussein Aluie of the University of Rochester on geophysical data analysis.

Dr. Buzzicotti has a Visiting Scientists position at the University of Eindhoven TU/e where he collaborates with Prof. Federico Toschi on the analysis of complex systems.

Research products

2108/394896 - 2024 - A Scale‐Dependent Analysis of the Barotropic Vorticity Budget in a Global Ocean Simulation
Buzzicotti, Michele - 01 - Articolo su rivista
paper: JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (Calverton, MD : Institute of Global Environment and Society, 2009-) pp. - - issn: 1942-2466 - wos: WOS:001236138100001 (4) - scopus: 2-s2.0-85195217533 (4)

2108/394826 - 2024 - Generative diffusion models for synthetic trajectories of heavy and light particles in turbulence
Li, Tianyi; Buzzicotti, Michele; Bonaccorso, Fabio; Biferale, Luca - 01 - Articolo su rivista
paper: INTERNATIONAL JOURNAL OF MULTIPHASE FLOW (Elsevier Science Limited:Oxford Fulfillment Center, PO Box 800, Kidlington Oxford OX5 1DX United Kingdom:011 44 1865 843000, 011 44 1865 843699, EMAIL: asianfo@elsevier.com, tcb@elsevier.co.UK, INTERNET: http://www.elsevier.com, http://www.elsevier.com/locate/shpsa/, Fax: 011 44 1865 843010) pp. - - issn: 0301-9322 - wos: WOS:001311583900001 (1) - scopus: 2-s2.0-85202875318 (1)

2108/391988 - 2024 - Synthetic Lagrangian turbulence by generative diffusion models
Li, Tianyi; Biferale, Luca; Bonaccorso, Fabio; Scarpolini, Martino Andrea; Buzzicotti, Michele - 01 - Articolo su rivista
paper: NATURE MACHINE INTELLIGENCE (London: Nature Research, 2019-) pp. 393-403 - issn: 2522-5839 - wos: WOS:001204634400001 (10) - scopus: 2-s2.0-85190685612 (11)

2108/394911 - 2024 - Teaching to extract spectral densities from lattice correlators to a broad audience of learning-machines
Buzzicotti, Michele; De Santis, Alessandro; Tantalo, Nazario - 01 - Articolo su rivista
paper: EUROPEAN PHYSICAL JOURNAL. C, PARTICLES AND FIELDS (Heidelberg ; Berlin : Springer) pp. - - issn: 1434-6052 - wos: WOS:001141941700001 (2) - scopus: 2-s2.0-85182213367 (3)

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
paper: 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 (10) - 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
paper: 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 (11) - scopus: 2-s2.0-85152296831 (10)

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
paper: JOURNAL OF FLUID MECHANICS (London: Cambridge University Press.) pp. - - issn: 0022-1120 - wos: WOS:001144932800001 (9) - scopus: 2-s2.0-85171755785 (9)

2108/349843 - 2023 - Global cascade of kinetic energy in the ocean and the atmospheric imprint
Buzzicotti, Michele - 01 - Articolo su rivista
paper: SCIENCE ADVANCES (Washington, DC : American Association for the Advancement of Science, 2015-) pp. - - issn: 2375-2548 - wos: WOS:001172893000005 (6) - scopus: 2-s2.0-85180774552 (6)

2108/394810 - 2023 - Spatio‐Temporal Coarse‐Graining Decomposition of the Global Ocean Geostrophic Kinetic Energy
Buzzicotti, Michele - 01 - Articolo su rivista
paper: JOURNAL OF ADVANCES IN MODELING EARTH SYSTEMS (Calverton, MD : Institute of Global Environment and Society, 2009-) pp. - - issn: 1942-2466 - wos: WOS:001022465000001 (16) - scopus: 2-s2.0-85163623783 (17)

2108/322640 - 2023 - Generative adversarial networks to infer velocity components in rotating turbulent flows
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: 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)

2108/394893 - 2023 - Multi-Scale Reconstruction of Turbulent Rotating Flows with Generative Diffusion Models
Li, Tianyi; Buzzicotti, Michele; Bonaccorso, Fabio; Biferale, Luca - 01 - Articolo su rivista
paper: ATMOSPHERE (Basel: Molecular Diversity Preservation International) pp. - - issn: 2073-4433 - wos: WOS:001149464900001 (4) - scopus: 2-s2.0-85183330283 (5)

2108/314165 - 2022 - Inferring turbulent environments via machine learning
Buzzicotti, Michele - 01 - Articolo su rivista
paper: 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
paper: NATURE COMMUNICATIONS (London: Nature Publishing Group-Springer Nature) pp. - - issn: 2041-1723 - wos: WOS:000853200800007 (45) - scopus: 2-s2.0-85138127710 (47)

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

2108/289853 - 2021 - Inertial range statistics of the entropic lattice Boltzmann method in three-dimensional turbulence
Buzzicotti, Michele - 01 - Articolo su rivista
paper: 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
book: 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)

2108/289851 - 2021 - Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000652862300003 (48) - scopus: 2-s2.0-85106370868 (48)

2108/289863 - 2020 - Phase transitions and flux-loop metastable states in rotating turbulence
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
paper: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000576899700004 (15) - scopus: 2-s2.0-85093364318 (18)

2108/289865 - 2020 - Statistical properties of turbulence in the presence of a smart small-scale control
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: 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 (9) - scopus: 2-s2.0-85081688480 (9)

2108/289861 - 2020 - Synchronizing subgrid scale models of turbulence to data
Buzzicotti, Michele - 01 - Articolo su rivista
paper: 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)

2108/264441 - 2019 - Self-similar subgrid-scale models for inertial range turbulence and accurate measurements of intermittency
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
paper: 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)

2108/230223 - 2019 - Zermelo's problem: Optimal point-to-point navigation in 2D turbulent flows using reinforcement learning
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
paper: CHAOS (Woodbury NY: American Institute of Physics, 1991-) pp. 103138- - issn: 1054-1500 - wos: WOS:000500821700045 (68) - scopus: 2-s2.0-85074232764 (75)

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
paper: 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 (50) - scopus: 2-s2.0-85041342311 (52)

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
paper: 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 (4) - scopus: 2-s2.0-85058975236 (4)

2108/264437 - 2018 - On the inverse energy transfer in rotating turbulence
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: 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
paper: PHYSICAL REVIEW FLUIDS (American Physical Society) pp. - - issn: 2469-990X - wos: WOS:000427994700002 (45) - scopus: 2-s2.0-85044955814 (50)

2108/264431 - 2018 - Nonuniversal behaviour of helical two-dimensional three-component turbulence
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: 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 (7)

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
paper: 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 (15) - scopus: 2-s2.0-85046451049 (17)

2108/209912 - 2017 - From two-dimensional to three-dimensional turbulence through two-dimensional three-component flows
Biferale, Luca; Buzzicotti, Michele - 01 - Articolo su rivista
paper: 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
paper: 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
paper: 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 (17) - scopus: 2-s2.0-84961665215 (17)

2108/173964 - 2016 - Intermittency in fractal Fourier hydrodynamics: lessons from the Burgers equation
Buzzicotti, Michele; Biferale, Luca - 01 - Articolo su rivista
paper: PHYSICAL REVIEW. E (Ridge, NY : American Physical Society, [2016]-) pp. 033109- - issn: 2470-0053 - wos: WOS:000371965300012 (25) - scopus: 2-s2.0-84960848224 (26)

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