572 citations · 694 across the 20 of their papers we have counts for
4 papers · 1 filter
Experiments on wave propagation in grease ice: combined wave gauges and PIV measurements
Jean Rabault, Graig Sutherland, Atle Jensen +2
Water wave attenuation by grease ice is a key mechanism for the polar regions, as waves in ice influence many phenomena such as ice drift, ice breaking, and ice formation. However,…
Deep Reinforcement Learning achieves flow control of the 2D Karman Vortex Street
Jean Rabault, Ulysse Reglade, Nicolas Cerardi +2
The Karman Vortex Street has been investigated for over a century and offers a reference case for investigation of flow stability and control of high dimensionality, non-linear sys…
Artificial Neural Networks trained through Deep Reinforcement Learning discover control strategies for active flow control
Jean Rabault, Miroslav Kuchta, Atle Jensen +2
We present the first application of an Artificial Neural Network trained through a Deep Reinforcement Learning agent to perform active flow control. It is shown that, in a 2D simul…
A two layer model for wave dissipation in sea ice
Graig Sutherland, Jean Rabault, Kai H. Christensen +1
Sea ice is highly complex due to the inhomogeneity of the physical properties (e.g. temperature and salinity) as well as the permeability and mixture of water and a matrix of sea i…