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physics.flu-dyn2024
Deep learning-based predictive modelling of transonic flow over an aerofoil
Li-Wei Chen, Nils Thuerey
Effectively predicting transonic unsteady flow over an aerofoil poses inherent challenges. In this study, we harness the power of deep neural network (DNN) models using the attenti…
physics.flu-dyn2021★ 4 cited
Towards high-accuracy deep learning inference of compressible turbulent flows over aerofoils
Li-Wei Chen, Nils Thuerey
The present study investigates the accurate inference of Reynolds-averaged Navier-Stokes solutions for the compressible flow over aerofoils in two dimensions with a deep neural net…