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From coarse wall measurements to turbulent velocity fields through deep learning

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From coarse wall measurements to turbulent velocity fields through deep learning A. Güemes,1 S. Discetti,1 A. Ianiro,1 B. Sirmacek,2 H. Azizpour,3, 4 and R. Vinuesa5, 4 1)Aerospace Engineering Research Group,… Click to show full abstract

From coarse wall measurements to turbulent velocity fields through deep learning A. Güemes,1 S. Discetti,1 A. Ianiro,1 B. Sirmacek,2 H. Azizpour,3, 4 and R. Vinuesa5, 4 1)Aerospace Engineering Research Group, Universidad Carlos III de Madrid, Leganés, Spain 2)Smart Cities, School of Creative Technology, Saxion University of Applied Sciences, Enschede, The Netherlands 3)Division of Robotics, Perception, and Learning, KTH Royal Institute of Technology, Stockholm, Sweden 4)Swedish e-Science Research Centre (SeRC), Stockholm, Sweden 5)SimEx/FLOW, Engineering Mechanics, KTH Royal Institute of Technology, Stockholm, Sweden

Keywords: coarse wall; turbulent velocity; fields deep; measurements turbulent; wall measurements; velocity fields

Journal Title: Physics of Fluids
Year Published: 2021

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