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Field observations and preliminary investigations of a wave event in solid drift ice in the barents sea 
Marchenko, Aleksey; Rabault, Jean; Sutherland, Graig; Collins, Clarence O.; Wadhams, Peter; Chumakov, Mikhail (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Waves propagating below drift ice were observed in the North-West Barents Sea. In-situ measurements of ice and water characteristics were performed with the equipment deployed on the ice and in the water below the ice ...
Measurements of wave damping by a grease ice slick in Svalbard using off-the-shelf sensors and open-source electronics 
Rabault, Jean; Sutherland, Graigory John; Gundersen, Olav; Jensen, Atle (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2017)
Versatile instruments assembled from off-the-shelf sensors and open-source electronics are used to record wave propagation and damping measured by Inertial Motion Units (IMUs) in a grease ice slick near the shore in ...
Performing particle image velocimetry using artificial neural networks: a proof-of-concept 
Rabault, Jean; Kolaas, Jostein; Jensen, Atle (Journal article / Tidsskriftartikkel / SubmittedVersion, 2017)
Traditional programs based on feature engineering are under performing on a steadily increasing number of tasks compared with Artificial Neural Networks (ANNs), in particular for image analysis. Image analysis is widely ...
A study using PIV of the intake flow in a diesel engine cylinder 
Rabault, Jean; Vernet, Julie A; Lindgren, Björn; Alfredsson, P Henrik (Journal article / Tidsskriftartikkel / SubmittedVersion, 2016)
The admission flow generated by a parallel valve diesel engine cylinder head was investigated by planar and stereoscopic Particle Image Velocimetry in a steady flow test bench through measurements in the swirl and tumble ...
Observations of wave dispersion and attenuation in landfast ice 
Sutherland, Graigory John; Rabault, Jean (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2016)
Observations of wave propagation in landfast ice were obtained in Tempelfjorden, Svalbard during March 2015. Wave motion was measured near the ice edge using inertial motion units and consisted of a combination of swell ...
The attenuation of monochromatic surface waves due to the presence of an inextensible cover 
Sutherland, Graigory John; Halsne, Trygve; Rabault, Jean; Jensen, Atle (Journal article / Tidsskriftartikkel / SubmittedVersion, 2017)
The attenuation of surface gravity waves is an important process associated with air–sea and wave–current interactions. Here we investigate experimentally the attenuation of monochromatic surface gravity waves due to the ...
Effect of wing fold angles on the terminal descent velocity of double-winged autorotating seeds, fruits, and other diaspores 
Fauli, Richard Andre; Rabault, Jean; Carlson, Andreas (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Wind dispersal of seeds is an essential mechanism for plants to proliferate and to invade new territories. In this paper we present a methodology used in our recent work [Rabault, Fauli, and Carlson, Phys. Rev. Lett. 122, ...
Exploiting locality and translational invariance to design effective deep reinforcement learning control of the 1-dimensional unstable falling liquid film 
Belus, Vincent; Rabault, Jean; Viquerat, Jonathan; Che, Zhizhao; Hachem, Elie; Reglade, Ulysse (Journal article / Tidsskriftartikkel / PublishedVersion; Peer reviewed, 2019)
Instabilities arise in a number of flow configurations. One such manifestation is the development of interfacial waves in multiphase flows, such as those observed in the falling liquid film problem. Controlling the development ...
Artificial neural networks trained through deep reinforcement learning discover control strategies for active flow control 
Rabault, Jean; Kuchta, Miroslav; Jensen, Atle; Reglade, Ulysse; Cerardi, Nicolas (Journal article / Tidsskriftartikkel / AcceptedVersion; Peer reviewed, 2019)
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 simulation of the Kármán vortex street at ...
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) ...
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Date Issued2021 (1)2020 (2)2019 (7)2018 (1)2017 (5)2016 (2)Document TypeTidsskriftartikkel (17)Doktoravhandling (1)Author
Rabault, Jean (18)
Jensen, Atle (8)Sutherland, Graigory John (4)Christensen, Kai Håkon (3)Marchenko, Aleksey (3)... View MorePeer ReviewedPeer reviewed (13)
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