Jean Rabault

发表

Robust active flow control over a range of Reynolds numbers using an artificial neural network trained through deep reinforcement learning.

Yan Wang, Hongwei Tang, Alexander Kuhnle, 2020 .

Measurements of Waves in Landfast Ice Using Inertial Motion Units

Brian Ward, Jean Rabault, Graig Sutherland, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Exploiting locality and physical invariants to design effective Deep Reinforcement Learning control of the unstable falling liquid film.

Jean Rabault, Elie Hachem, Jonathan Viquerat, 2019, 1910.07788.

An Artificial Neural Network trained through Deep Reinforcement Learning achieves Active Flow Control of the 2D Karman Vortex Street behind a Cylinder at moderate Reynolds number

Jean Rabault, Atle Jensen, Ulysse Reglade, 2018 .

Accelerating deep reinforcement learning strategies of flow control through a multi-environment approach

Alexander Kuhnle, Jean Rabault, J. Rabault, 2019, Physics of Fluids.

Deep reinforcement learning in fluid mechanics: A promising method for both active flow control and shape optimization

Hui Xu, Wei Zhang, Jean Rabault, 2020, Journal of Hydrodynamics.

Active flow control with rotating cylinders by an artificial neural network trained by deep reinforcement learning

Wei Zhang, Hui Xu, Jean Rabault, 2020, Journal of Hydrodynamics.

Direct shape optimization through deep reinforcement learning pdf

Alexander Kuhnle, Jean Rabault, Elie Hachem, 2019, Journal of Computational Physics.

A review on Deep Reinforcement Learning for Fluid Mechanics pdf

Alexander Kuhnle, Jean Rabault, Elie Hachem, 2019, Computers & Fluids.

Exploiting locality and translational invariance to design effective deep reinforcement learning control of the 1-dimensional unstable falling liquid film

Jean Rabault, Elie Hachem, Jonathan Viquerat, 2019 .

Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control

Jean Rabault, Atle Jensen, Ulysse Reglade, 2018, Journal of Fluid Mechanics.

Direct shape optimization through deep reinforcement learning

Alexander Kuhnle, Jean Rabault, Elie Hachem, 2019, J. Comput. Phys..

A study using PIV of the intake flow in a diesel engine cylinder

Jean Rabault, P. Henrik Alfredsson, Julie A. Vernet, 2016 .

Deep Reinforcement Learning achieves flow control of the 2D Karman Vortex Street

Jean Rabault, Atle Jensen, Ulysse Reglade, 2018 .