Fabio Bonaccorso

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 18

Top Topics

Heterogeneous Computing

Optimal Control

Reinforcement Learning

Diffusion Models

Top Venues

J. Comput. Sci.

Comput. Phys. Commun.

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)
Andrea Montessori, Marco Lauricella, Adriano Tiribocchi, Mihir Durve, Michele La Rocca, Giorgio Amati, Fabio Bonaccorso, Sauro Succi
Thread-safe lattice Boltzmann for high-performance computing on GPUs. J. Comput. Sci. 74 (2023)
Andrea Montessori, Marco Lauricella, Adriano Tiribocchi, Mihir Durve, Michele La Rocca, Giorgio Amati, Fabio Bonaccorso, Sauro Succi
Thread-safe lattice Boltzmann for high-performance computing on GPUs. 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)
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)
Fabio Bonaccorso, Marco Lauricella, Andrea Montessori, Giorgio Amati, Massimo Bernaschi, Filippo Spiga, Adriano Tiribocchi, Sauro Succi
LBcuda: A high-performance CUDA port of LBsoft for simulation of colloidal systems. Comput. Phys. Commun. 277 (2022)
Michele Buzzicotti, Fabio Bonaccorso, Luca Biferale
Inferring Turbulent Parameters via Machine Learning. CoRR (2022)
Mihir Durve, Adriano Tiribocchi, Fabio Bonaccorso, Andrea Montessori, Marco Lauricella, Michal Bogdan, Jan Guzowski, Sauro Succi
DropTrack - automatic droplet tracking using deep learning for microfluidic applications. 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)
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)
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)
Fabio Bonaccorso, Andrea Montessori, Adriano Tiribocchi, Giorgio Amati, Massimo Bernaschi, Marco Lauricella, Sauro Succi
LBsoft: A parallel open-source software for simulation of colloidal systems. Comput. Phys. Commun. 256 (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)
Sauro Succi, Giorgio Amati, Fabio Bonaccorso, Marco Lauricella, Massimo Bernaschi, Andrea Montessori, Adriano Tiribocchi
Toward exascale design of soft mesoscale materials. J. Comput. Sci. 46 (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)
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)