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Yong‐Woon Kim

jeju national university

37H-index
304Paper Count
5.4KCitation Count
Published Papers 75
Publication Date
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Solar-mamba: A photovoltaic-aware state-space network for boundary-aware solar panel segmentation
errApplied Energy
IF11
err2026-06-29
err0
PREAI
errKinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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Hard-constraint physics-residual networks for hydrogen crossover prediction and high-pressure extrapolation in PEM water electrolysis
errApplied Energy
IF11
err2026-06-17
err0
errOAAI
errYong-Woon Kim; Jihyeok Lee; Chulung Kang; Yung-Cheol Byun
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errSave
ProphetBoost: A hybrid pipeline for accurate and transparent electricity load forecasting
errComputers and Electrical Engineering
IF4.9
err2026-06-09
err0
PREAI
errNazrul Amin; Yong-Woon Kim; Yung-Cheol Byun
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Cost-aware evolutionary framework for multi-objective coordination of electric vehicle charging under grid tariffs
errJournal of Energy Storage
IF9.8
err2026-05-18
err0
PREAI
errMuhammad Waqar; Yong-Woon Kim; Chulung Kang; Yung-Cheol Byun
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Generative AI meets classical control: hybrid few-shot PI tuning for autonomous robots
errPeerJ Computer Science
IF2.5
err2026-04-27
err0
PREAI
errNazir, Kinza; Kim, Yong-Woon; Kang, Chul-Ung; Byun, Yung-Cheol
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Multi-tier data augmentation and balancing framework integrating diffusion, tomek link, and SMOTE (DiToS) for robust image-based fault detection in solar panels
errSustainable Energy Technologies and Assessments
IF7
err2026-03-08
err0
PREAI
errRaj Kumar; Yong-Woon Kim; Yung-Cheol Byun
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errSave
Mitigating dataset imbalance using image-based stable diffusion and feature-level SMOTE for solar panel classification with CNNs
errEnergy Reports
IF5.1
err2026-02-09
err0
errOAAI
errRaj Kumar; Yong-Woon Kim; Yung-Cheol Byun
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errSave
High-Fidelity Remote Sensing-Based Solar Panel Mapping Using a Parameter-Efficient UNet With Dilated Multi-Scale Convolutions and Lightweight Attention
errIEEE Access
IF3.6
err2026-01-22
err0
errOAAI
errKinza Nazir; Sadiqa Jafari; Yong-Woon Kim; Yung-Cheol Byun
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Intelligent PI control for trajectory regulation in autonomous vehicles using a voting-based ensemble of statistical learning models
errControl Engineering Practice
IF4.6
err2026-01-18
err0
PREAI
errKinza Nazir; Yong-Woon Kim; Chul-Ung Kang; Yung-Cheol Byun
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errSave
A Hybrid Deep Learning Approach Using Vision Transformer and U-Net for Flood Segmentation
errCMC-Computers Materials & Continua
IF1.7
err2026-01-01
err0
PREAI
errDofitas Jr, Cyreneo; Kim, Yong-Woon; Byun, Yung-Cheol
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TEF-PLM: A Tabular and Embeddings Fusion Framework using Pretrained Language Model for enhanced electric vehicle energy forecasting
errEnergy Reports
IF5.1
err2025-11-14
err0
errOAAI
errMuhammad Waqar; Yong-Woon Kim; Yung-Cheol Byun
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A hybrid deep learning framework for multivariate energy forecasting and peak load prediction in electric vehicle charging infrastructure
errApplied Energy
IF11
err2025-11-05
err0
PREAI
errMuhammad Waqar; Yong-Woon Kim; Yung-Cheol Byun
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The Smart Soil Organism Detector: An instrument and machine learning pipeline for soil species identification
errBIOSENSORS & BIOELECTRONICS
IF10.5
err2023-02-01
err9
PREAI
errFilgueiras, Camila C.; Kim, Yongwoon; Wickings, Kyle G.; El Borai, Faheim; Duncan, Larry W.; Willett, Denis S.
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In Situ TEM Study of Structural Changes in Na-β-Alumina Using Electron Beam Irradiation
errMATERIALS
IF3.2
err2022-04-05
err0
errOAAI
errKim, Sung-Dae; Kim, Young-Woon
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Mitochondrial TFAM as a Signaling Regulator between Cellular Organelles: A Perspective on Metabolic Diseases
errDIABETES & METABOLISM JOURNAL
IF8.5
err2021-11-30
err25
errOAAI
errKoh, Jin-Ho; Kim, Yong-Woon; Seo, Dae-Yun; Sohn, Tae-Seo
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errSave
Selfie Segmentation in Video Using N-Frames Ensemble
errIEEE ACCESS
IF3.6
err2021-01-01
err3
errOAAI
errKim, Yong-Woon; Byun, Yung-Cheol; Krishna, Addapalli V. N.; Krishnan, Balachandran
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PPARδ Attenuates Alcohol-Mediated Insulin Resistance by Enhancing Fatty Acid-Induced Mitochondrial Uncoupling and Antioxidant Defense in Skeletal Muscle
errFRONTIERS IN PHYSIOLOGY
IF3.4
err2020-07-14
err12
errOAAI
errKoh, Jin-Ho; Kim, Ki-Hoon; Park, Sol-Yi; Kim, Yong-Woon; Kim, Jong-Yeon
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A transmission electron microscopy study of strain-induced secondary twin and epsilon-martensitic transformation in Fe-15Mn-2Cr-0.6C-0.06N austenitic steel
errMATERIALIA
IF2.9
err2020-05-01
err11
PREAI
errBaik, Sung-Il; Kim, Young-Woon
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Transthyretin Maintains Muscle Homeostasis through the Novel Shuttle Pathway of Thyroid Hormones during Myoblast Differentiation
errCELLS
IF5.2
err2019-12-04
err16
errOAAI
errLee, Eun Ju; Shaikh, Sibhghatulla; Choi, Dukhwan; Ahmad, Khurshid; Baig, Mohammad Hassan; Lim, Jeong Ho; Lee, Yong-Ho; Park, Sang Joon; Kim, Yong-Woon; Park, So-Young; Choi, Inho
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Tailoring Opto-electrical properties of ultra-thin indium tin oxide films via filament doping: Application as a transparent cathode for indoor organic photovoltaics
errJOURNAL OF POWER SOURCES
IF7.9
err2019-06-01
err28
PREAI
errKim, Yong Woon; Goo, Ji Soo; Lee, Tae Ho; Lee, Byeong Ryong; Shin, Sang-Chul; Kim, Hyeok; Shim, Jae Won; Kim, Tae Geun
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Research Directions

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Co-authors
Cooperation Journals
T
Taeghwan Hyeon
H-index: 169 · Papers: 688
J
Jaephil Cho
H-index: 140 · Papers: 549
V
Vadim N. Gladyshev
H-index: 123 · Papers: 786
陈
陈小源 (Xiaoyuan Chen)
H-index: 115 · Papers: 727
程
程震 (Zhen Cheng)
H-index: 92 · Papers: 705
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