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RISData Assimilation of Transitional and Separated Turbomachinery Flows With Physics-Informed Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Despite the demonstrated utility of Reynolds-averaged Navier–Stokes (RANS) calculations for many industrially relevant problems, the method yields unsatisfactory representations of many flows of engineering interest, such ...
Data Assimilation of Transitional and Separated Turbomachinery Flows With Physics-Informed Neural Networks
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Despite the demonstrated utility of Reynolds-averaged Navier–Stokes (RANS) calculations for many industrially relevant problems, the method yields unsatisfactory representations of many flows of engineering interest, such ...