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Robust active flow control over a range of Reynolds numbers using an artificial neural network trained through deep reinforcement learning 
Tang, Hongwei; Rabault, Jean; Kuhnle, Alexander; Wang, Yan; Wang, Tongguang (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
This paper focuses on the active flow control of a computational fluid dynamics simulation over a range of Reynolds numbers using deep reinforcement learning (DRL). More precisely, the proximal policy optimization (PPO) ...
Experimental evidence for a universal threshold characterizingwave-induced sea ice break-up 
Voermans, Joey; Rabault, Jean; Filchuk, Kirill V.; Ryzhov, Ivan; Heil, Petra; Marchenko, Aleksey; Collins, Clarence O.; dabboor, mohammed; Sutherland, Graig J.; Babanin, Alexander V. (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2020)
Waves can drastically transform a sea ice cover by inducing break-up over vast distances in the course of a few hours. However, relatively few detailed studies have described this phenomenon in a quantitative manner, and ...
 
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Date Issued
2020 (2)
Document TypeTidsskriftartikkel (2)Author
Rabault, Jean (2)
Babanin, Alexander V. (1)Collins, Clarence O. (1)dabboor, mohammed (1)Filchuk, Kirill V. (1)... View MorePeer ReviewedPeer reviewed (2)
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