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RISReconstruction of Three-Dimensional Structures From Two-Dimensional Sectional Flow Fields of Cavitating Turbulent Flows Using Machine-Learning-Based Super-Resolution
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Abstract. A method is proposed for reconstructing spanwise cross-sectional data of a cavitating turbulent flow field around a 2D hydrofoil to a 3D flow field using supervised machine learning (ML). One of the variables of ...
Large Eddy Simulation Study on the Relationship Between Large-Scale Turbulence Vortices and Unsteady Cavitation Around a Hydrofoil
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We conducted a large eddy simulation (LES) of cavitating turbulent flow around a Clark-Y11.7% hydrofoil at an angle of attack of 8 deg. We focused on the improvement of the reproducibility of hydrofoil performance under ...