Luca Biferale

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 22

Top Topics

Lattice Boltzmann

Reinforcement Learning

Software Platform

Top Venues

J. Comput. Sci.

Nat. Mac. Intell.

Publications

Tianyi Li, Luca Biferale, Fabio Bonaccorso, Martino Andrea Scarpolini, Michele Buzzicotti
Synthetic Lagrangian turbulence by generative diffusion models. Nat. Mac. Intell. 6 (4) (2024)
Patricio Clark Di Leoni, Lokahith Agasthya, Michele Buzzicotti, Luca Biferale
Reconstructing Rayleigh-Benard flows out of temperature-only measurements using Physics-Informed Neural Networks. CoRR (2023)
Tianyi Li, Luca Biferale, Fabio Bonaccorso, Martino Andrea Scarpolini, Michele Buzzicotti
Synthetic Lagrangian Turbulence by Generative Diffusion Models. CoRR (2023)
Tianyi Li, Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso
Generative Adversarial Networks to infer velocity components in rotating turbulent flows. CoRR (2023)
Chiara Calascibetta, Luca Biferale, Francesco Borra, Antonio Celani, Massimo Cencini
Optimal tracking strategies in a turbulent flow. CoRR (2023)
Tianyi Li, Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Shiyi Chen, Minping Wan
Data reconstruction of turbulent flows with Gappy POD, Extended POD and Generative Adversarial Networks. CoRR (2022)
Chiara Calascibetta, Luca Biferale, Francesco Borra, Antonio Celani, Massimo Cencini
Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning. CoRR (2022)
Michele Buzzicotti, Fabio Bonaccorso, Luca Biferale
Inferring Turbulent Parameters via Machine Learning. CoRR (2022)
Robin A. Heinonen, Luca Biferale, Antonio Celani, Massimo Vergassola
Optimal policies for Bayesian olfactory search in turbulent flows. CoRR (2022)
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning. CoRR (2021)
Francesco Borra, Luca Biferale, Massimo Cencini, Antonio Celani
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number. CoRR (2021)
Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Patricio Clark Di Leoni
TURB-Rot. A large database of 3d and 2d snapshots from turbulent rotating flows. CoRR (2020)
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
Optimal Control of Point-to-Point Navigation in Turbulent Time Dependent Flows Using Reinforcement Learning. AI*IA (2020)
Felix Milan, Luca Biferale, Mauro Sbragaglia, Federico Toschi
Sub-Kolmogorov droplet dynamics in isotropic turbulence using a multiscale lattice Boltzmann scheme. J. Comput. Sci. 45 (2020)
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
Optimal Control of Point-to-Point Navigation in Turbulent Flows using Reinforcement Learning. AIRO@AI*IA (2020)
Michele Buzzicotti, Fabio Bonaccorso, Patricio Clark Di Leoni, Luca Biferale
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database. CoRR (2020)
Xiao Xue, Luca Biferale, Mauro Sbragaglia, Federico Toschi
A lattice Boltzmann study on Brownian diffusion and friction of a particle in a confined multicomponent fluid. J. Comput. Sci. 47 (2020)
Gerben Beintema, Alessandro Corbetta, Luca Biferale, Federico Toschi
Controlling Rayleigh-Bénard convection via Reinforcement Learning. CoRR (2020)
Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Patricio Clark Di Leoni, Kristian Gustavsson
Zermelo's problem: Optimal point-to-point navigation in 2D turbulent flows using Reinforcement Learning. CoRR (2019)
Kristian Gustavsson, Luca Biferale, Antonio Celani, Simona Colabrese
Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning. CoRR (2017)
Roberto Benzi, Luca Biferale, Fabio Bonaccorso, H. J. H. Clercx, Alessandro Corbetta, W. Mobius, Federico Toschi, Francesco Salvadore, C. Cacciari, G. Erbacci
TurBase: A Software Platform for Research in Experimental and Numerical Fluid Dynamics. HPCS (2017)
Simona Colabrese, Kristian Gustavsson, Antonio Celani, Luca Biferale
Flow Navigation by Smart Microswimmers via Reinforcement Learning. CoRR (2017)
Luca Biferale, Mauro Sbragaglia, Andrea Scagliarini, Filippo Mantovani, Marcello Pivanti, Sebastiano Fabio Schifano, Raffaele Tripiccione, Fabio Pozzati, Federico Toschi
Lattice Boltzmann method simulations on massively parallel multi-core architectures. SpringSim (HPC) (2011)
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Fabio Pozzati, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
A Multi-GPU Implementation of a D2Q37 Lattice Boltzmann Code. PPAM (1) (2011)
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Fabio Pozzati, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
Optimization of Multi-Phase Compressible Lattice Boltzmann Codes on Massively Parallel Multi-Core Systems. ICCS (2011)
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
Lattice Boltzmann fluid-dynamics on the QPACE supercomputer. ICCS (1) (2010)
Roberto Benzi, Luca Biferale, Mauro Sbragaglia, Sauro Succi, Federico Toschi
Mesoscopic modelling of local phase transitions and apparent-slip phenomena in microflows. Math. Comput. Simul. 72 (2-6) (2006)