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    Reconstruction of Three-Dimensional Structures From Two-Dimensional Sectional Flow Fields of Cavitating Turbulent Flows Using Machine-Learning-Based Super-Resolution 

    Source: Journal of Fluids Engineering:;2026:;volume( 148 ):;issue:002
    Author(s): Kojima, Ryosei; Saito, Yuki; Okabayashi, Kie
    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 ...
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