Generative modeling
■ Generative modeling in airfoil inverse design process via variational autoencoder (VAE)
▲ Airfoil pressure distributions used for training VAE ▲ Generated pressure distributions using trained VAE
■ Generative modeling to predict 2D transonic flow fields via β-VAE with convolutional layers
▲ Prediction of pressure fields of RAE2822 transonic airfoil using autoencoder and β-variational autoencoder