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Kwanjung Yee
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 7
Top Topics
Rbf Network
Deep Learning
Decision Theory
Simple Linear
Top Venues
CoRR
Eng. Comput.
J. Intell. Robotic Syst.
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Publications
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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)