Luca Biferale

28 papers Misc 2Journal 21Unranked 5
YearRankTypeTitle / Venue / Authors
2024 J jnl
Stochastic Reconstruction of Gappy Lagrangian Turbulent Signals by Conditional Diffusion Models.
CoRR
Tianyi Li, Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Luca Centurioni
2024 J jnl
Synthetic Lagrangian turbulence by generative diffusion models.
Nat. Mac. Intell.
Tianyi Li, Luca Biferale, Fabio Bonaccorso, Martino Andrea Scarpolini, Michele Buzzicotti
2023 J jnl
Generative Adversarial Networks to infer velocity components in rotating turbulent flows.
CoRR
Tianyi Li, Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso
2023 J jnl
Optimal tracking strategies in a turbulent flow.
CoRR
Chiara Calascibetta, Luca Biferale, Francesco Borra, Antonio Celani, Massimo Cencini
2023 J jnl
Reconstructing Rayleigh-Benard flows out of temperature-only measurements using Physics-Informed Neural Networks.
CoRR
Patricio Clark Di Leoni, Lokahith Agasthya, Michele Buzzicotti, Luca Biferale
2023 J jnl
Synthetic Lagrangian Turbulence by Generative Diffusion Models.
CoRR
Tianyi Li, Luca Biferale, Fabio Bonaccorso, Martino Andrea Scarpolini, Michele Buzzicotti
2022 J jnl
Data reconstruction of turbulent flows with Gappy POD, Extended POD and Generative Adversarial Networks.
CoRR
Tianyi Li, Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Shiyi Chen, Minping Wan
2022 J jnl
Inferring Turbulent Parameters via Machine Learning.
CoRR
Michele Buzzicotti, Fabio Bonaccorso, Luca Biferale
2022 J jnl
Optimal policies for Bayesian olfactory search in turbulent flows.
CoRR
Robin A. Heinonen, Luca Biferale, Antonio Celani, Massimo Vergassola
2022 J jnl
Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning.
CoRR
Chiara Calascibetta, Luca Biferale, Francesco Borra, Antonio Celani, Massimo Cencini
2021 J jnl
Optimal control of point-to-point navigation in turbulent time-dependent flows using Reinforcement Learning.
CoRR
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
2021 J jnl
Reinforcement learning for pursuit and evasion of microswimmers at low Reynolds number.
CoRR
Francesco Borra, Luca Biferale, Massimo Cencini, Antonio Celani
2020 J jnl
A lattice Boltzmann study on Brownian diffusion and friction of a particle in a confined multicomponent fluid.
J. Comput. Sci.
Xiao Xue, Luca Biferale, Mauro Sbragaglia, Federico Toschi
2020 J jnl
Controlling Rayleigh-Bénard convection via Reinforcement Learning.
CoRR
Gerben Beintema, Alessandro Corbetta, Luca Biferale, Federico Toschi
2020 — conf
Optimal Control of Point-to-Point Navigation in Turbulent Flows using Reinforcement Learning.
AIRO@AI*IA
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
2020 — conf
Optimal Control of Point-to-Point Navigation in Turbulent Time Dependent Flows Using Reinforcement Learning.
AI*IA
Michele Buzzicotti, Luca Biferale, Fabio Bonaccorso, Patricio Clark Di Leoni, Kristian Gustavsson
2020 J jnl
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database.
CoRR
Michele Buzzicotti, Fabio Bonaccorso, Patricio Clark Di Leoni, Luca Biferale
2020 J jnl
Sub-Kolmogorov droplet dynamics in isotropic turbulence using a multiscale lattice Boltzmann scheme.
J. Comput. Sci.
Felix Milan, Luca Biferale, Mauro Sbragaglia, Federico Toschi
2020 J jnl
TURB-Rot. A large database of 3d and 2d snapshots from turbulent rotating flows.
CoRR
Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Patricio Clark Di Leoni
2019 J jnl
Zermelo's problem: Optimal point-to-point navigation in 2D turbulent flows using Reinforcement Learning.
CoRR
Luca Biferale, Fabio Bonaccorso, Michele Buzzicotti, Patricio Clark Di Leoni, Kristian Gustavsson
2017 J jnl
Finding Efficient Swimming Strategies in a Three Dimensional Chaotic Flow by Reinforcement Learning.
CoRR
Kristian Gustavsson, Luca Biferale, Antonio Celani, Simona Colabrese
2017 J jnl
Flow Navigation by Smart Microswimmers via Reinforcement Learning.
CoRR
Simona Colabrese, Kristian Gustavsson, Antonio Celani, Luca Biferale
2017 — conf
TurBase: A Software Platform for Research in Experimental and Numerical Fluid Dynamics.
HPCS
Roberto Benzi, Luca Biferale, Fabio Bonaccorso, H. J. H. Clercx, Alessandro Corbetta, W. Mobius, Federico Toschi, Francesco Salvadore, C. Cacciari, G. Erbacci
2011 — conf
A Multi-GPU Implementation of a D2Q37 Lattice Boltzmann Code.
PPAM (1)
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Fabio Pozzati, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
2011 — conf
Lattice Boltzmann method simulations on massively parallel multi-core architectures.
SpringSim (HPC)
Luca Biferale, Mauro Sbragaglia, Andrea Scagliarini, Filippo Mantovani, Marcello Pivanti, Sebastiano Fabio Schifano, Raffaele Tripiccione, Fabio Pozzati, Federico Toschi
2011 Misc conf
Optimization of Multi-Phase Compressible Lattice Boltzmann Codes on Massively Parallel Multi-Core Systems.
ICCS
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Fabio Pozzati, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
2010 Misc conf
Lattice Boltzmann fluid-dynamics on the QPACE supercomputer.
ICCS
Luca Biferale, Filippo Mantovani, Marcello Pivanti, Mauro Sbragaglia, Andrea Scagliarini, Sebastiano Fabio Schifano, Federico Toschi, Raffaele Tripiccione
2006 J jnl
Mesoscopic modelling of local phase transitions and apparent-slip phenomena in microflows.
Math. Comput. Simul.
Roberto Benzi, Luca Biferale, Mauro Sbragaglia, Sauro Succi, Federico Toschi