crossrefApplied Sciences2025-07-09Cited by 9
Machine Learning Prediction of Airfoil Aerodynamic Performance Using Neural Network Ensembles
Diana-Andreea Sterpu, Daniel Măriuța, Grigore Cican, Ciprian-Marius Larco, Lucian-Teodor Grigorie
Reliable aerodynamic performance estimation is essential for both preliminary design and optimization in various aeronautical applications. In this study, a hybrid deep learning model is proposed, combining convolutional neural networks (CNNs) and operating directly on raw airfoi…