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Jean Rabault
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2020 – today
- 2024
- [i8]Ricardo Vinuesa, Jean Rabault, Hossein Azizpour, Stefan Bauer, Bingni W. Brunton, Arne Elofsson, Elias Jarlebring, Hedvig Kjellström, Stefano Markidis, David Marlevi, Paola Cinnella, Steven L. Brunton:
Opportunities for machine learning in scientific discovery. CoRR abs/2405.04161 (2024) - [i7]Joogoo Jeon, Jean Rabault, Joel Vasanth, Francisco Alcántara-Ávila, Shilaj Baral, Ricardo Vinuesa:
Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality. CoRR abs/2407.17822 (2024) - [i6]Joel Vasanth, Jean Rabault, Francisco Alcántara-Ávila, Mikael Mortensen, Ricardo Vinuesa:
Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection. CoRR abs/2407.21565 (2024) - 2023
- [i5]Colin Vignon, Jean Rabault, Joel Vasanth, Francisco Alcántara-Ávila, Mikael Mortensen, Ricardo Vinuesa:
Effective control of two-dimensional Rayleigh-Bénard convection: invariant multi-agent reinforcement learning is all you need. CoRR abs/2304.02370 (2023) - [i4]Pol Suárez, Francisco Alcántara-Ávila, Arnau Miró, Jean Rabault, Bernat Font, Oriol Lehmkuhl
, Ricardo Vinuesa:
Active flow control for three-dimensional cylinders through deep reinforcement learning. CoRR abs/2309.02462 (2023) - 2022
- [i3]Fabio Pino, Lorenzo Schena, Jean Rabault, Alexander Kuhnle, Miguel A. Mendez:
Comparative analysis of machine learning methods for active flow control. CoRR abs/2202.11664 (2022) - 2021
- [j2]Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Aurélien Larcher, Elie Hachem
:
Direct shape optimization through deep reinforcement learning. J. Comput. Phys. 428: 110080 (2021)
2010 – 2019
- 2019
- [i2]Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, Elie Hachem:
A review on Deep Reinforcement Learning for Fluid Mechanics. CoRR abs/1908.04127 (2019) - [i1]Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Elie Hachem:
Direct shape optimization through deep reinforcement learning. CoRR abs/1908.09885 (2019) - 2016
- [j1]Jean Rabault, Graig Sutherland
, Brian Ward
, Kai Håkon Christensen
, Trygve Halsne
, Atle Jensen:
Measurements of Waves in Landfast Ice Using Inertial Motion Units. IEEE Trans. Geosci. Remote. Sens. 54(11): 6399-6408 (2016)
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