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    On the Performance of a Data-Driven Backward Compatible Physics-Informed Neural Network for Prediction of Flow Past a Cylinder 

    Source: Journal of Offshore Mechanics and Arctic Engineering:;2024:;volume( 147 ):;issue: 004:;page 41903-1
    Author(s): Malineni, Vamsi Sai Krishna; Rajendran, Suresh
    Publisher: The American Society of Mechanical Engineers (ASME)
    Abstract: This paper discusses a physics-informed surrogate model aimed at reconstructing the flow field from sparse datasets under a limited computational budget. A benchmark problem of 2D unsteady laminar flow past a cylinder is ...
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