Physics-aware Reduced-order Modeling of Transonic Flow via $\beta$-Variational Autoencoder

Yu-Eop Kang, Sunwoong Yang, Kwanjung Yee

Autoencoder-based reduced-order modeling (ROM) has recently attracted significant attention, owing to its ability to capture underlying nonlinear features. However, two critical dr…