Zermelo’s problem: optimal point-to-point navigation in 2D turbulent flows using reinforcement learning L Biferale, F Bonaccorso, M Buzzicotti, P Clark Di Leoni, K Gustavsson Chaos: An Interdisciplinary Journal of Nonlinear Science 29 (10), 2019 | 125 | 2019 |
Coherent structures and extreme events in rotating multiphase turbulent flows L Biferale, F Bonaccorso, IM Mazzitelli, MAT van Hinsberg, AS Lanotte, ... Physical Review X 6 (4), 041036, 2016 | 90 | 2016 |
Reconstruction of turbulent data with deep generative models for semantic inpainting from TURB-Rot database M Buzzicotti, F Bonaccorso, PC Di Leoni, L Biferale Physical Review Fluids 6 (5), 050503, 2021 | 67 | 2021 |
The vortex-driven dynamics of droplets within droplets A Tiribocchi, A Montessori, M Lauricella, F Bonaccorso, S Succi, S Aime, ... Nature Communications 12 (1), 82, 2021 | 51 | 2021 |
Role of helicity for large-and small-scale turbulent fluctuations G Sahoo, F Bonaccorso, L Biferale Physical Review E 92 (5), 051002, 2015 | 39 | 2015 |
Synergic use of two-dimensional materials to tailor interfaces in large area perovskite modules S Pescetelli, A Agresti, S Razza, H Pazniak, L Najafi, F Bonaccorso, ... Nano Energy 95, 107019, 2022 | 32 | 2022 |
Optimal control of point-to-point navigation in turbulent time dependent flows using reinforcement learning M Buzzicotti, L Biferale, F Bonaccorso, P Clark di Leoni, K Gustavsson International Conference of the Italian Association for Artificial …, 2020 | 29 | 2020 |
Synthetic Lagrangian turbulence by generative diffusion models T Li, L Biferale, F Bonaccorso, MA Scarpolini, M Buzzicotti Nature Machine Intelligence, 1-11, 2024 | 27 | 2024 |
DropTrack—Automatic droplet tracking with YOLOv5 and DeepSORT for microfluidic applications M Durve, A Tiribocchi, F Bonaccorso, A Montessori, M Lauricella, ... Physics of Fluids 34 (8), 2022 | 26 | 2022 |
Self-similar subgrid-scale models for inertial range turbulence and accurate measurements of intermittency L Biferale, F Bonaccorso, M Buzzicotti, KP Iyer Physical review letters 123 (1), 014503, 2019 | 22 | 2019 |
Multiscale anisotropic fluctuations in sheared turbulence with multiple states KP Iyer, F Bonaccorso, L Biferale, F Toschi Physical Review Fluids 2 (5), 052602, 2017 | 22 | 2017 |
A fast and efficient deep learning procedure for tracking droplet motion in dense microfluidic emulsions M Durve, F Bonaccorso, A Montessori, M Lauricella, A Tiribocchi, S Succi Philosophical Transactions of the Royal Society A 379 (2208), 20200400, 2021 | 20 | 2021 |
LBsoft: A parallel open-source software for simulation of colloidal systems F Bonaccorso, A Montessori, A Tiribocchi, G Amati, M Bernaschi, ... Computer Physics Communications 256, 107455, 2020 | 19 | 2020 |
Translocation dynamics of high-internal phase double emulsions in narrow channels A Montessori, A Tiribocchi, M Bogdan, F Bonaccorso, M Lauricella, ... Langmuir 37 (30), 9026-9033, 2021 | 18 | 2021 |
Stochastic jetting and dripping in confined soft granular flows M Bogdan, A Montessori, A Tiribocchi, F Bonaccorso, M Lauricella, ... Physical Review Letters 128 (12), 128001, 2022 | 17 | 2022 |
Tracking droplets in soft granular flows with deep learning techniques M Durve, F Bonaccorso, A Montessori, M Lauricella, A Tiribocchi, S Succi The European Physical Journal Plus 136 (8), 864, 2021 | 15 | 2021 |
Wet to dry self-transitions in dense emulsions: From order to disorder and back A Montessori, A Tiribocchi, M Lauricella, F Bonaccorso, S Succi Physical Review Fluids 6 (2), 023606, 2021 | 15 | 2021 |
Multi-scale reconstruction of turbulent rotating flows with proper orthogonal decomposition and generative adversarial networks T Li, M Buzzicotti, L Biferale, F Bonaccorso, S Chen, M Wan Journal of Fluid Mechanics 971, A3, 2023 | 14 | 2023 |
LBcuda: A high-performance CUDA port of LBsoft for simulation of colloidal systems F Bonaccorso, M Lauricella, A Montessori, G Amati, M Bernaschi, F Spiga, ... Computer Physics Communications 277, 108380, 2022 | 14 | 2022 |
Shear dynamics of polydisperse double emulsions A Tiribocchi, A Montessori, F Bonaccorso, M Lauricella, S Succi Physics of Fluids 33 (4), 2021 | 14 | 2021 |