Deep Learning Methods for Reynolds-Averaged Navier-Stokes Simulations of Airfoil Flows

This study investigates the accuracy of deep learning models for the inference of Reynolds-averaged Navier–Stokes (RANS) solutions. This study focuses on a modernized U-net architecture and evaluat...

cs.LG physics.flu-dyn stat.ML Engineering Computer Science Mathematics Physics

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