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ORCIDBibTeX records: Luca Biferale
@article{DBLP:journals/natmi/LiBBSB24,
author = {Tianyi Li and
Luca Biferale and
Fabio Bonaccorso and
Martino Andrea Scarpolini and
Michele Buzzicotti},
title = {Synthetic Lagrangian turbulence by generative diffusion models},
journal = {Nat. Mac. Intell.},
volume = {6},
number = {4},
pages = {393--403},
year = {2024},
url = {https://doi.org/10.1038/s42256-024-00810-0},
doi = {10.1038/S42256-024-00810-0},
timestamp = {Fri, 02 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/natmi/LiBBSB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07541,
author = {Tianyi Li and
Michele Buzzicotti and
Luca Biferale and
Fabio Bonaccorso},
title = {Generative Adversarial Networks to infer velocity components in rotating
turbulent flows},
journal = {CoRR},
volume = {abs/2301.07541},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07541},
doi = {10.48550/ARXIV.2301.07541},
eprinttype = {arXiv},
eprint = {2301.07541},
timestamp = {Thu, 26 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07541.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-07769,
author = {Patricio Clark Di Leoni and
Lokahith Agasthya and
Michele Buzzicotti and
Luca Biferale},
title = {Reconstructing Rayleigh-Benard flows out of temperature-only measurements
using Physics-Informed Neural Networks},
journal = {CoRR},
volume = {abs/2301.07769},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.07769},
doi = {10.48550/ARXIV.2301.07769},
eprinttype = {arXiv},
eprint = {2301.07769},
timestamp = {Fri, 27 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-07769.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-04677,
author = {Chiara Calascibetta and
Luca Biferale and
Francesco Borra and
Antonio Celani and
Massimo Cencini},
title = {Optimal tracking strategies in a turbulent flow},
journal = {CoRR},
volume = {abs/2305.04677},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.04677},
doi = {10.48550/ARXIV.2305.04677},
eprinttype = {arXiv},
eprint = {2305.04677},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-04677.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-08529,
author = {Tianyi Li and
Luca Biferale and
Fabio Bonaccorso and
Martino Andrea Scarpolini and
Michele Buzzicotti},
title = {Synthetic Lagrangian Turbulence by Generative Diffusion Models},
journal = {CoRR},
volume = {abs/2307.08529},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.08529},
doi = {10.48550/ARXIV.2307.08529},
eprinttype = {arXiv},
eprint = {2307.08529},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-08529.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2201-00732,
author = {Michele Buzzicotti and
Fabio Bonaccorso and
Luca Biferale},
title = {Inferring Turbulent Parameters via Machine Learning},
journal = {CoRR},
volume = {abs/2201.00732},
year = {2022},
url = {https://arxiv.org/abs/2201.00732},
eprinttype = {arXiv},
eprint = {2201.00732},
timestamp = {Mon, 10 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2201-00732.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-04277,
author = {Robin A. Heinonen and
Luca Biferale and
Antonio Celani and
Massimo Vergassola},
title = {Optimal policies for Bayesian olfactory search in turbulent flows},
journal = {CoRR},
volume = {abs/2207.04277},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.04277},
doi = {10.48550/ARXIV.2207.04277},
eprinttype = {arXiv},
eprint = {2207.04277},
timestamp = {Tue, 19 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-04277.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-11921,
author = {Tianyi Li and
Michele Buzzicotti and
Luca Biferale and
Fabio Bonaccorso and
Shiyi Chen and
Minping Wan},
title = {Data reconstruction of turbulent flows with Gappy POD, Extended {POD}
and Generative Adversarial Networks},
journal = {CoRR},
volume = {abs/2210.11921},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.11921},
doi = {10.48550/ARXIV.2210.11921},
eprinttype = {arXiv},
eprint = {2210.11921},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-11921.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-09612,
author = {Chiara Calascibetta and
Luca Biferale and
Francesco Borra and
Antonio Celani and
Massimo Cencini},
title = {Taming Lagrangian Chaos with Multi-Objective Reinforcement Learning},
journal = {CoRR},
volume = {abs/2212.09612},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.09612},
doi = {10.48550/ARXIV.2212.09612},
eprinttype = {arXiv},
eprint = {2212.09612},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-09612.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-00329,
author = {Michele Buzzicotti and
Luca Biferale and
Fabio Bonaccorso and
Patricio Clark Di Leoni and
Kristian Gustavsson},
title = {Optimal control of point-to-point navigation in turbulent time-dependent
flows using Reinforcement Learning},
journal = {CoRR},
volume = {abs/2103.00329},
year = {2021},
url = {https://arxiv.org/abs/2103.00329},
eprinttype = {arXiv},
eprint = {2103.00329},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-00329.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-08609,
author = {Francesco Borra and
Luca Biferale and
Massimo Cencini and
Antonio Celani},
title = {Reinforcement learning for pursuit and evasion of microswimmers at
low Reynolds number},
journal = {CoRR},
volume = {abs/2106.08609},
year = {2021},
url = {https://arxiv.org/abs/2106.08609},
eprinttype = {arXiv},
eprint = {2106.08609},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-08609.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/MilanBST20,
author = {Felix Milan and
Luca Biferale and
Mauro Sbragaglia and
Federico Toschi},
title = {Sub-Kolmogorov droplet dynamics in isotropic turbulence using a multiscale
lattice Boltzmann scheme},
journal = {J. Comput. Sci.},
volume = {45},
pages = {101178},
year = {2020},
url = {https://doi.org/10.1016/j.jocs.2020.101178},
doi = {10.1016/J.JOCS.2020.101178},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/MilanBST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jocs/XueBST20,
author = {Xiao Xue and
Luca Biferale and
Mauro Sbragaglia and
Federico Toschi},
title = {A lattice Boltzmann study on Brownian diffusion and friction of a
particle in a confined multicomponent fluid},
journal = {J. Comput. Sci.},
volume = {47},
pages = {101113},
year = {2020},
url = {https://doi.org/10.1016/j.jocs.2020.101113},
doi = {10.1016/J.JOCS.2020.101113},
timestamp = {Thu, 28 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jocs/XueBST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BuzzicottiBBLG20,
author = {Michele Buzzicotti and
Luca Biferale and
Fabio Bonaccorso and
Patricio Clark Di Leoni and
Kristian Gustavsson},
editor = {Alberto Finzi and
Alberto Castellini and
Luca Buoncompagni and
Salvatore Maria Anzalone},
title = {Optimal Control of Point-to-Point Navigation in Turbulent Flows using
Reinforcement Learning},
booktitle = {Proceedings of the 7th Italian Workshop on Artificial Intelligence
and Robotics co-located with the 19th International Conference of
the Italian Association for Artificial Intelligence (AIxIA 2020),
Anywhere, November 26th, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2806},
pages = {39--43},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2806/short8.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:01 +0100},
biburl = {https://dblp.org/rec/conf/aiia/BuzzicottiBBLG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BuzzicottiBBLG20a,
author = {Michele Buzzicotti and
Luca Biferale and
Fabio Bonaccorso and
Patricio Clark Di Leoni and
Kristian Gustavsson},
editor = {Matteo Baldoni and
Stefania Bandini},
title = {Optimal Control of Point-to-Point Navigation in Turbulent Time Dependent
Flows Using Reinforcement Learning},
booktitle = {AIxIA 2020 - Advances in Artificial Intelligence - XIXth International
Conference of the Italian Association for Artificial Intelligence,
Virtual Event, November 25-27, 2020, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12414},
pages = {223--234},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-77091-4\_14},
doi = {10.1007/978-3-030-77091-4\_14},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aiia/BuzzicottiBBLG20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-14358,
author = {Gerben Beintema and
Alessandro Corbetta and
Luca Biferale and
Federico Toschi},
title = {Controlling Rayleigh-B{\'{e}}nard convection via Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2003.14358},
year = {2020},
url = {https://arxiv.org/abs/2003.14358},
eprinttype = {arXiv},
eprint = {2003.14358},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-14358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-07469,
author = {Luca Biferale and
Fabio Bonaccorso and
Michele Buzzicotti and
Patricio Clark Di Leoni},
title = {TURB-Rot. {A} large database of 3d and 2d snapshots from turbulent
rotating flows},
journal = {CoRR},
volume = {abs/2006.07469},
year = {2020},
url = {https://arxiv.org/abs/2006.07469},
eprinttype = {arXiv},
eprint = {2006.07469},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-07469.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-09179,
author = {Michele Buzzicotti and
Fabio Bonaccorso and
Patricio Clark Di Leoni and
Luca Biferale},
title = {Reconstruction of turbulent data with deep generative models for semantic
inpainting from TURB-Rot database},
journal = {CoRR},
volume = {abs/2006.09179},
year = {2020},
url = {https://arxiv.org/abs/2006.09179},
eprinttype = {arXiv},
eprint = {2006.09179},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-09179.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-08591,
author = {Luca Biferale and
Fabio Bonaccorso and
Michele Buzzicotti and
Patricio Clark Di Leoni and
Kristian Gustavsson},
title = {Zermelo's problem: Optimal point-to-point navigation in 2D turbulent
flows using Reinforcement Learning},
journal = {CoRR},
volume = {abs/1907.08591},
year = {2019},
url = {http://arxiv.org/abs/1907.08591},
eprinttype = {arXiv},
eprint = {1907.08591},
timestamp = {Tue, 30 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-08591.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieeehpcs/BenziBBCCMTSCE17,
author = {Roberto Benzi and
Luca Biferale and
Fabio Bonaccorso and
H. J. H. Clercx and
Alessandro Corbetta and
W. Mobius and
Federico Toschi and
Francesco Salvadore and
C. Cacciari and
G. Erbacci},
title = {TurBase: {A} Software Platform for Research in Experimental and Numerical
Fluid Dynamics},
booktitle = {2017 International Conference on High Performance Computing {\&}
Simulation, {HPCS} 2017, Genoa, Italy, July 17-21, 2017},
pages = {51--57},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/HPCS.2017.18},
doi = {10.1109/HPCS.2017.18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieeehpcs/BenziBBCCMTSCE17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1701-08848,
author = {Simona Colabrese and
Kristian Gustavsson and
Antonio Celani and
Luca Biferale},
title = {Flow Navigation by Smart Microswimmers via Reinforcement Learning},
journal = {CoRR},
volume = {abs/1701.08848},
year = {2017},
url = {http://arxiv.org/abs/1701.08848},
eprinttype = {arXiv},
eprint = {1701.08848},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1701-08848.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1711-05826,
author = {Kristian Gustavsson and
Luca Biferale and
Antonio Celani and
Simona Colabrese},
title = {Finding Efficient Swimming Strategies in a Three Dimensional Chaotic
Flow by Reinforcement Learning},
journal = {CoRR},
volume = {abs/1711.05826},
year = {2017},
url = {http://arxiv.org/abs/1711.05826},
eprinttype = {arXiv},
eprint = {1711.05826},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1711-05826.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppam/BiferaleMPPSSSTT11,
author = {Luca Biferale and
Filippo Mantovani and
Marcello Pivanti and
Fabio Pozzati and
Mauro Sbragaglia and
Andrea Scagliarini and
Sebastiano Fabio Schifano and
Federico Toschi and
Raffaele Tripiccione},
editor = {Roman Wyrzykowski and
Jack J. Dongarra and
Konrad Karczewski and
Jerzy Wasniewski},
title = {A Multi-GPU Implementation of a {D2Q37} Lattice Boltzmann Code},
booktitle = {Parallel Processing and Applied Mathematics - 9th International Conference,
{PPAM} 2011, Torun, Poland, September 11-14, 2011. Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7203},
pages = {640--650},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-31464-3\_65},
doi = {10.1007/978-3-642-31464-3\_65},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppam/BiferaleMPPSSSTT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/springsim/BiferaleSSMPSTPT11,
author = {Luca Biferale and
Mauro Sbragaglia and
Andrea Scagliarini and
Filippo Mantovani and
Marcello Pivanti and
Sebastiano Fabio Schifano and
Raffaele Tripiccione and
Fabio Pozzati and
Federico Toschi},
editor = {Layne T. Watson and
Gary W. Howell and
William I. Thacker and
Steven Seidel},
title = {Lattice Boltzmann method simulations on massively parallel multi-core
architectures},
booktitle = {2011 Spring Simulation Multi-conference, SpringSim '11, Boston, MA,
USA, April 03-07, 2011. Volume 6: Proceedings of the 19th High Performance
Computing Symposia {(HPC)}},
pages = {73--80},
publisher = {{SCS/ACM}},
year = {2011},
url = {http://dl.acm.org/citation.cfm?id=2048587},
timestamp = {Thu, 01 Dec 2011 15:55:22 +0100},
biburl = {https://dblp.org/rec/conf/springsim/BiferaleSSMPSTPT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/BiferaleMPPSSSTT11,
author = {Luca Biferale and
Filippo Mantovani and
Marcello Pivanti and
Fabio Pozzati and
Mauro Sbragaglia and
Andrea Scagliarini and
Sebastiano Fabio Schifano and
Federico Toschi and
Raffaele Tripiccione},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Optimization of Multi-Phase Compressible Lattice Boltzmann Codes on
Massively Parallel Multi-Core Systems},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {994--1003},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.105},
doi = {10.1016/J.PROCS.2011.04.105},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/journals/procedia/BiferaleMPPSSSTT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/BiferaleMPSSSTT10,
author = {Luca Biferale and
Filippo Mantovani and
Marcello Pivanti and
Mauro Sbragaglia and
Andrea Scagliarini and
Sebastiano Fabio Schifano and
Federico Toschi and
Raffaele Tripiccione},
editor = {Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Lattice Boltzmann fluid-dynamics on the {QPACE} supercomputer},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2010, University of Amsterdam, The Netherlands, May 31 - June
2, 2010},
series = {Procedia Computer Science},
volume = {1},
number = {1},
pages = {1075--1082},
publisher = {Elsevier},
year = {2010},
url = {https://doi.org/10.1016/j.procs.2010.04.119},
doi = {10.1016/J.PROCS.2010.04.119},
timestamp = {Thu, 08 Jul 2021 14:29:22 +0200},
biburl = {https://dblp.org/rec/journals/procedia/BiferaleMPSSSTT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mcs/BenziBSST06,
author = {Roberto Benzi and
Luca Biferale and
Mauro Sbragaglia and
Sauro Succi and
Federico Toschi},
title = {Mesoscopic modelling of local phase transitions and apparent-slip
phenomena in microflows},
journal = {Math. Comput. Simul.},
volume = {72},
number = {2-6},
pages = {84--88},
year = {2006},
url = {https://doi.org/10.1016/j.matcom.2006.05.034},
doi = {10.1016/J.MATCOM.2006.05.034},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mcs/BenziBSST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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