Kwanjung Yee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Neural Learning

Regression Trees

Top Venues

Eng. Appl. Artif. Intell.

J. Intell. Robotic Syst.

Publications

Sunwoong Yang, Kwanjung Yee
Towards reliable uncertainty quantification via deep ensemble in multi-output regression task. Eng. Appl. Artif. Intell. 132 (2024)
Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang
Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective. CoRR (2024)
Sunwoong Yang, Sanga Lee, Kwanjung Yee
Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil. Eng. Comput. 39 (3) (2023)
Yu-Eop Kang, Dawoon Lee, Kwanjung Yee
Compact and Intuitive Airfoil Parameterization Method through Physics-aware Variational Autoencoder. CoRR (2023)
Sunwoong Yang, Kwanjung Yee
Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Multi-output Regression Task. CoRR (2023)
Yu-Eop Kang, Sunwoong Yang, Kwanjung Yee
Physics-aware Reduced-order Modeling of Transonic Flow via β-Variational Autoencoder. CoRR (2022)
Hyeongseok Kim, Daejin Lim, Kwanjung Yee
Investigation of Operable Conditions and Excess Battery Energy for Quadrotors Under Wind Turbulence. J. Intell. Robotic Syst. 104 (3) (2022)
Sunwoong Yang, Sanga Lee, Kwanjung Yee
Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil. CoRR (2021)