Achieved average MSE test error of 3.13 dB for the scaled sound pressure level after 500 epochs of training with batch size of 32 and learning rate of 0.0005. The ...

This repository hold comparative techniques associated with machine learning to examine CFD and aerodynamics of a bunch of airfoils in the UIUC airfoil datasite. The codes were initially released in ...

The flexibility of the approach is illustrated by applications to potential flow around an airfoil and the effect of compression on quantities of interest relevant to airfoil design; compression of ...