Concepedia

Yonggyun Yu

YY

Statistics

Publications

11

Citations

506

H-Index

10

Active since

2010

Affiliations

Korea Atomic Energy Research Institute(Current)

Korea Advanced Institute of Science and Technology

Korea Institute of Energy Research

Korea University of Science and Technology

Yonggyun Yu is an author at Korea Atomic Energy Research Institute specializing in engineering, deep learning, and machine learning.

Top concepts

EngineeringDeep LearningMachine LearningData ScienceComputer SciencePattern RecognitionSystems EngineeringDesignImage AnalysisAnomaly Detection

Publications per year

2010–2024

11

Publications

11

Deep learning for determining a near-optimal topological design without any iteration

Yonggyun Yu, Taeil Hur, Jaeho Jung et al. · Structural and Multidisciplinary Optimization · 2018 · 329 citations · Full text

Design Space Exploration, Engineering, Machine Learning +7

Quantile-Mixer: A Novel Deep Learning Approach for Probabilistic Short-Term Load Forecasting

Seunghyoung Ryu, Yonggyun Yu · IEEE Transactions on Smart Grid · 2023 · 29 citations

Stlf Model, Forecasting Methodology, Engineering +13

Topology optimization for a frequency response and its application to a violin bridge

Yonggyun Yu, In Gwun Jang, Byung Man Kwak · Structural and Multidisciplinary Optimization · 2013 · 26 citations

Frequency Response, Engineering, Structural Topology +9

Nodal line optimization and its application to violin top plate design

Yonggyun Yu, In Gwun Jang, In Kyum Kim et al. · Journal of Sound and Vibration · 2010 · 21 citations

Engineering, Top Plate Design, Mechanical Engineering +3

Unit Module-Based Convergence Acceleration for Topology Optimization Using the Spatiotemporal Deep Neural Network

Younghwan Joo, Yonggyun Yu, In Gwun Jang · IEEE Access · 2021 · 17 citations · Full text

Engineering, Accelerated Design, Computer Architecture +18

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