Jean Rabault

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Reinforcement Learning

Noisy Measurements

Scientific Discovery

Top Venues

J. Comput. Phys.

IEEE Trans. Geosci. Remote. Sens.

Publications

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 (2024)
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 (2024)
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 (2024)
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 (2023)
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 (2023)
Fabio Pino, Lorenzo Schena, Jean Rabault, Alexander Kuhnle, Miguel A. Mendez
Comparative analysis of machine learning methods for active flow control. CoRR (2022)
Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Aurélien Larcher, Elie Hachem
Direct shape optimization through deep reinforcement learning. J. Comput. Phys. 428 (2021)
Paul Garnier, Jonathan Viquerat, Jean Rabault, Aurélien Larcher, Alexander Kuhnle, Elie Hachem
A review on Deep Reinforcement Learning for Fluid Mechanics. CoRR (2019)
Jonathan Viquerat, Jean Rabault, Alexander Kuhnle, Hassan Ghraieb, Elie Hachem
Direct shape optimization through deep reinforcement learning. CoRR (2019)
Jean Rabault, Graig Sutherland, Brian Ward, Kai H. Christensen, Trygve Halsne, Atle Jensen
Measurements of Waves in Landfast Ice Using Inertial Motion Units. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)