Kwanjung Yee

According to our database, Kwanjung Yee authored at least 9 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Intuitive and feasible geometric representation of airfoil using variational autoencoder.

Yu-Eop Kang, Dawoon Lee, Kwanjung Yee

J. Comput. Des. Eng., 2025

2024

Development of agent-based mesh generator for flow analysis using deep reinforcement learning.

Keunoh Lim, Kyungjae Lee, Sanga Lee, Kwanjung Yee

Eng. Comput., December, 2024

Towards reliable uncertainty quantification via deep ensemble in multi-output regression task.

Sunwoong Yang, Kwanjung Yee

Eng. Appl. Artif. Intell., 2024

Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective.

Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang

CoRR, 2024

2023

Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil.

Sunwoong Yang, Sanga Lee, Kwanjung Yee

Eng. Comput., 2023

Compact and Intuitive Airfoil Parameterization Method through Physics-aware Variational Autoencoder.

Yu-Eop Kang, Dawoon Lee, Kwanjung Yee

CoRR, 2023

Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Multi-output Regression Task.

Sunwoong Yang, Kwanjung Yee

CoRR, 2023

2022

Investigation of Operable Conditions and Excess Battery Energy for Quadrotors Under Wind Turbulence.

Hyeongseok Kim, Daejin Lim, Kwanjung Yee

J. Intell. Robotic Syst., 2022

Physics-aware Reduced-order Modeling of Transonic Flow via β-Variational Autoencoder.

Yu-Eop Kang, Sunwoong Yang, Kwanjung Yee

CoRR, 2022