Learning neural-network-based turbulence models for external transonic flows using ensemble Kalman method

Yi Liu, Xin-Lei Zhang, Guowei He

This paper presents a neural network-based turbulence modeling approach for transonic flows based on the ensemble Kalman method. The approach adopts a tensor basis neural network f…