Rapid airfoil design optimization via neural networks-based parameterization and surrogate modeling
Xiaosong Du, Ping He, Joaquim R. R. A. Martins
Topics & Concepts
AirfoilComputational fluid dynamicsAerodynamicsComputer scienceLift-to-drag ratioLift (data mining)DragSurrogate modelTransonicShape optimizationMathematical optimizationAerospace engineeringEngineeringMathematicsMachine learningFinite element methodStructural engineeringModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsTurbomachinery Performance and Optimization