Towards aerodynamic surrogate modeling based on $\beta$-variational autoencoders

Víctor Francés-Belda, Alberto Solera-Rico, Javier Nieto-Centenero +3

Surrogate models that combine dimensionality reduction and regression techniques are essential to reduce the need for costly high-fidelity computational fluid dynamics data. New ap…