Sunwoong Yang

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 8

Top Topics

Support Vector Regression

Locally Weighted

Top Venues

Eng. Appl. Artif. Intell.

Publications

Sunwoong Yang, Kwanjung Yee
Towards reliable uncertainty quantification via deep ensemble in multi-output regression task. Eng. Appl. Artif. Intell. 132 (2024)
Sumin Lee, Sunwoong Yang, Namwoo Kang
Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance. CoRR (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, Ricardo Vinuesa, Namwoo Kang
Enhancing Graph U-Nets for Mesh-Agnostic Spatio-Temporal Flow Prediction. 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)
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)
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)
Sunwoong Yang, MoonJoon Kim, JaeHeung Park, Hoon Chang
A Study on Methodology for Enhancing Reliability of Datapath. ICCSA (1) (2004)
Sunwoong Yang, MoonJoon Kim, JaeHeung Park, Hoon Chang
A Study on Insuring the Full Reliability of Finite State Machine. ICCSA (2) (2003)