39 citations · 42 across the 2 of their papers we have counts for
2 papers
cs.LG2023★ 3 cited
Compact and Intuitive Airfoil Parameterization Method through Physics-aware Variational Autoencoder
Yu-Eop Kang, Dawoon Lee, Kwanjung Yee
Airfoil shape optimization plays a critical role in the design of high-performance aircraft. However, the high-dimensional nature of airfoil representation causes the challenging p…
physics.flu-dyn2022★ 39 cited
Physics-aware Reduced-order Modeling of Transonic Flow via -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…