Michele Buzzicotti
- TURB-Rot. A large database of 3d and 2d snapshots from turbulent rotating flows
2020/06/14 by Luca Biferale, Biferale, L., Fabio Bonaccorso +5 · 3 citations
Computer Science · Earth and Planetary Sciences · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Geophysics (physics.geo-ph) #Machine Learning (stat.ML) #Meteorological Phenomena and Simulations #Statistics and Probability (physics.data-an)
- Global Cascade of Kinetic Energy in the Ocean and the Atmospheric Imprint
2023/11/15 by Benjamin A. Storer, Michele Buzzicotti, Storer, Benjamin A. +7 · 5 citations
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #Climate variability and models #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Geophysics (physics.geo-ph) #Marine and coastal ecosystems #Oceanographic and Atmospheric Processes
- Teaching to extract spectral densities from lattice correlators to a broad audience of learning-machines
2023/07/03 by Michele Buzzicotti, Alessandro De Santis, Buzzicotti, Michele +3 · 2 citations
Computer Science · Physics and Astronomy · #Bayesian Methods and Mixture Models #Computational Physics (physics.comp-ph) #Data Analysis #FOS: Physical sciences #High Energy Physics - Lattice (hep-lat) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions #Statistics and Probability (physics.data-an)
- TURB-Lagr. A database of 3d Lagrangian trajectories in homogeneous and isotropic turbulence
2023/03/15 by Luca Biferale, Biferale, Luca, Fabio Bonaccorso +5 · 4 citations
Earth and Planetary Sciences · Engineering · #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Meteorological Phenomena and Simulations
- Reconstructing Rayleigh-Benard flows out of temperature-only measurements using Physics-Informed Neural Networks
2023/01/18 by Patricio Clark Di Leoni, Di Leoni, Patricio Clark, Lokahith Agasthya +5 · 1 citation
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Data Analysis #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks #Numerical Analysis (math.NA) #Statistics and Probability (physics.data-an)
- Generation of cosmic ray trajectories by a Diffusion Model trained on test particles in 3D magnetohydrodynamic turbulence
2024/12/17 by Johannes Martin, Jeremiah Lübke, Martin, Johannes +9 · 4 citations
Computer Science · Physics and Astronomy · #Astrophysics and Cosmic Phenomena #Computational Physics and Python Applications #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #High Energy Astrophysical Phenomena (astro-ph.HE) #Plasma Physics (physics.plasm-ph) #Solar and Space Plasma Dynamics #Solar and Stellar Astrophysics (astro-ph.SR)
- Generative diffusion models for synthetic trajectories of heavy and light particles in turbulence
2024/06/07 by Tianyi Li, Samuele Tommasi, Li, Tianyi +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Engineering · Social Sciences · #Diffusion and Search Dynamics #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Particle Dynamics in Fluid Flows #Transportation Planning and Optimization
- Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion Models
2024/10/31 by Tianyi Li, Li, Tianyi, Luca Biferale +7 · 2 citations
Engineering · Economics, Econometrics and Finance · #Fluid Dynamics and Turbulent Flows #Stochastic processes and financial applications