Rabault, Jean
- Direct shape optimization through deep reinforcement learning
2019/08/23 by Jonathan Viquerat, Viquerat, Jonathan, Jean Rabault +9 · 17 citations
Physics and Astronomy · Computer Science · Engineering · #Model Reduction and Neural Networks #Advanced Multi-Objective Optimization Algorithms #Topology Optimization in Engineering
- OpenMetBuoy-V2021: an easy-to-build, affordable, customizable, open source instrument for oceanographic measurements of drift and waves in sea ice and the open ocean
2022/01/19 by Jean Rabault, Rabault, Jean, Takehiko Nose +37 · 2 citations
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #FOS: Physical sciences #Instrumentation and Detectors (physics.ins-det) #Meteorological Phenomena and Simulations #Oceanographic and Atmospheric Processes
- Deep Reinforcement Learning in Fluid Mechanics: a promising method for both Active Flow Control and Shape Optimization
2020/01/08 by Rabault, Jean, Ren, Feng, Zhang, Wei +2 · 1 citation
#Computational Physics (physics.comp-ph) #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Deep-reinforcement-learning-based separation control in a two-dimensional airfoil
2025/02/24 by Xavier Garcia, Garcia, Xavier, Arnau Miró +13 · 4 citations
Engineering · Physics and Astronomy · #Plasma and Flow Control in Aerodynamics #Fluid Dynamics and Turbulent Flows #Model Reduction and Neural Networks
- Deep reinforcement learning for flow control exploits different physics for increasing Reynolds-number regimes
2022/11/04 by Pau Varela, Pol Suárez, Varela, Pau +15 · 2 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Fluid Dynamics and Turbulent Flows #Fluid Dynamics and Vibration Analysis #Model Reduction and Neural Networks
- An application of data driven reward of deep reinforcement learning by dynamic mode decomposition in active flow control
2021/06/11 by Qin, Sheng, Wang, Shuyue, Rabault, Jean +1 · 1 citation
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- Bias Correction of Operational Storm Surge Forecasts Using Neural Networks
2023/01/02 by Paulina Tedesco, Jean Rabault, Tedesco, Paulina +13 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Hydrological Forecasting Using AI #Meteorological Phenomena and Simulations #Oceanographic and Atmospheric Processes
- Navigation in a simplified Urban Flow through Deep Reinforcement Learning
2024/09/26 by Tonti, Federica, Rabault, Jean, Vinuesa, Ricardo · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- A comparison of an operational wave-ice model product and drifting wave buoy observation in the central Arctic Ocean: investigating the effect of sea ice forcing in thin ice cover
2023/02/02 by Takehiko Nose, Jean Rabault, Nose, Takehiko +17 · 1 citation
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Geophysics (physics.geo-ph) #Ocean Waves and Remote Sensing #Oceanographic and Atmospheric Processes
- SFY -- A lightweight, high-frequency and phase-resolving wave-buoy for coastal waters
2024/01/04 by Gaute Hope, Hope, Gaute, Torunn Irene Seldal +19 · 1 citation
Earth and Planetary Sciences · #86 #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Geophysics (physics.geo-ph) #Ocean Waves and Remote Sensing #Oceanographic and Atmospheric Processes #Tropical and Extratropical Cyclones Research
- Multi-agent reinforcement learning for the control of three-dimensional Rayleigh-Bénard convection
2024/07/31 by Joel Vasanth, Jean Rabault, Vasanth, Joel +7 · 1 citation
Engineering · #Fluid Dynamics and Turbulent Flows
- Towards Active Flow Control Strategies Through Deep Reinforcement Learning
2024/11/08 by Montalà, Ricard, Font, Bernat, Suárez, Pol +3 · 2 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG)
- Observation of wave propagation over 1,000 km into Antarctica winter pack ice
2023/09/24 by Takehiko Nose, Tomotaka Katsuno, Nose, Takehiko +11 · 1 citation
Earth and Planetary Sciences · #Arctic and Antarctic ice dynamics #Ocean Waves and Remote Sensing #Tropical and Extratropical Cyclones Research
- Dataset: Svalbard Marginal Ice Zone Campaign 2024 - a distributed network of temperature, waves in ice, and sea ice drift observations
2024/07/10 by Malte Müller, Jean Rabault, Müller, Malte +4 · 1 citation
Earth and Planetary Sciences · Social Sciences · #Arctic and Antarctic ice dynamics #Arctic and Russian Policy Studies #Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Geological Studies and Exploration #Geophysics (physics.geo-ph)
- An affordable and customizable wave buoy for the study of wave-ice interactions: design concept and results from field deployments
2023/08/28 by Kodaira, Tsubasa, Katsuno, Tomotaka, Nose, Takehiko +5 · 1 citation
#FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn)
- A dataset of direct observations of sea ice drift and waves in ice
2022/10/25 by Rabault, Jean, Müller, Malte, Voermans, Joey +25 · 1 citation
#Atmospheric and Oceanic Physics (physics.ao-ph) #FOS: Physical sciences #Geophysics (physics.geo-ph)