Kwanjung Yee

12 papers Journal 12

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	CoDeF: A web-based education platform for system-level design of unmanned vehicles. SoftwareX Jeonghwan Kim, Hyunsoo Kim, Jeongku Yun, Jinkyoung Kim, Kwanjung Yee
2025	J	`jnl`	A Parametric Sizing Methodology for Ground-Based Autonomous Delivery Robot for Early Design Stage. IEEE Access Inyoung Lee, Jeonghwan Kim, Hyunsoo Kim, Younghyo Kim, Ji-Chul Kim, Kwanjung Yee
2025	J	`jnl`	Intuitive and feasible geometric representation of airfoil using variational autoencoder. J. Comput. Des. Eng. Yu-Eop Kang, Dawoon Lee, Kwanjung Yee
2024	J	`jnl`	Data-Driven Physics-Informed Neural Networks: A Digital Twin Perspective. CoRR Sunwoong Yang, Hojin Kim, Yoonpyo Hong, Kwanjung Yee, Romit Maulik, Namwoo Kang
2024	J	`jnl`	Development of agent-based mesh generator for flow analysis using deep reinforcement learning. Eng. Comput. Keunoh Lim, Kyungjae Lee, Sanga Lee, Kwanjung Yee
2024	J	`jnl`	Towards reliable uncertainty quantification via deep ensemble in multi-output regression task. Eng. Appl. Artif. Intell. Sunwoong Yang, Kwanjung Yee
2023	J	`jnl`	Compact and Intuitive Airfoil Parameterization Method through Physics-aware Variational Autoencoder. CoRR Yu-Eop Kang, Dawoon Lee, Kwanjung Yee
2023	J	`jnl`	Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil. Eng. Comput. Sunwoong Yang, Sanga Lee, Kwanjung Yee
2023	J	`jnl`	Towards Quantifying Calibrated Uncertainty via Deep Ensembles in Multi-output Regression Task. CoRR Sunwoong Yang, Kwanjung Yee
2022	J	`jnl`	Investigation of Operable Conditions and Excess Battery Energy for Quadrotors Under Wind Turbulence. J. Intell. Robotic Syst. Hyeongseok Kim, Daejin Lim, Kwanjung Yee
2022	J	`jnl`	Physics-aware Reduced-order Modeling of Transonic Flow via β-Variational Autoencoder. CoRR Yu-Eop Kang, Sunwoong Yang, Kwanjung Yee
2021	J	`jnl`	Inverse design optimization framework via a two-step deep learning approach: application to a wind turbine airfoil. CoRR Sunwoong Yang, Sanga Lee, Kwanjung Yee