Physics-guided Bayesian neural networks for zonal corrections and uncertainty quantification in separated flows

Ali Eidi, Tyler Buchanan, Letian Jiang +1

Data-driven techniques have improved the accuracy of Reynolds-averaged Navier-Stokes (RANS) models in fluid dynamics. However, modeling separated flows remains challenging due to t…