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I

Ikjin Lee

Korea Advanced Institute of Science and Technology

37H-index
194Paper Count
4.8KCitation Count
Published Papers 92
Publication Date
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Highly energy-efficient manifold microchannel for cooling electronics with a coefficient of performance over 100,000
errEnergy Conversion and Management
IF10.9
err2026-04-24
err0
PREAI
errYoung Jin Lee; ChulHyun Hwang; Hansol Lee; Ikjin Lee; Sung Jin Kim
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Stepwise Error Reduction: A Novel Look-Ahead Learning Strategy for Accelerating System Reliability Assessment
errIEEE Transactions on Reliability
IF5.7
err2025-12-30
err0
PREAI
errYuwei Shi; Ikjin Lee; Chenglong Lin; Yizhong Ma
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Comparative study of Gaussian process and additive Gaussian process for multi-objective optimization in air-cooled battery thermal management systems
errJOURNAL OF MECHANICAL SCIENCE AND TECHNOLOGY
IF1.7
err2025-12-01
err0
PREAI
errCho, Hanbin; Kim, Minjik; Park, Youngseo; Lee, Hugon; Lee, Ikjin; Ryu, Seunghwa
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A novel low-fidelity-guided design of experiments for multi-fidelity surrogate modeling
errAdvanced Engineering Informatics
IF9.9
err2025-11-17
err0
PREAI
errMingyu Lee; Juyoung Lee; Byeong Uk Song; Ikjin Lee
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Domain-embedded deep learning frameworks for topology optimization: Enhancing structural performance under data scarce environments
errAdvances in Engineering Software
IF5.7
err2025-11-08
err0
PREAI
errGeonwoo Lee; Mingyu Lee; Ikjin Lee
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errSave
An integrated framework for reliability analysis and design optimization using input, simulation, and experimental data: Confidence-based design optimization under aleatory and epistemic uncertainty
errReliability Engineering & System Safety
IF11
err2025-11-06
err0
PREAI
errYongsu Jung; Ungki Lee; Ikjin Lee
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Advanced non-hierarchical co-Kriging using latent map multi-output Gaussian process
errApplied Mathematical Modelling
IF5.1
err2025-11-04
err0
PREAI
errYoungseo Park; Byeong Uk Song; Joon Phil Choi; Pil-Ho Lee; Yongsu Jung; Ikjin Lee
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Global-Local Search for Topology Optimization of Linkage Mechanisms Using Spring-Connected Link Model
errJOURNAL OF MECHANICAL DESIGN
IF3
err2025-11-01
err0
PREAI
errPark, Youngseo; Park, Jihwan; Tran, Quang Dat; Lee, Ikjin; Jang, Gang-Won
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A novel adaptive quality-based multi-fidelity surrogate framework for multiple low-fidelity data sources
errAdvanced Engineering Informatics
IF9.9
err2025-10-17
err0
PREAI
errMingyu Lee; Juyoung Lee; Jae-Hoon Choi; Nam H. Kim; Ikjin Lee
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errSave
Spatiotemporal-Dependent Reliability Analysis with Adaptive Sampling Physics-Informed Neural Networks
errReliability Engineering & System Safety
IF11
err2025-08-06
err0
PREAI
errWeifei Hu; Jiale Liao; Jiquan Yan; Jianhao Fang; Feng Zhao; Ikjin Lee; Jianrong Tan
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errSave
Efficient and robust thermal battery design optimization leveraging physically similar data
errAPPLIED THERMAL ENGINEERING
IF6.9
err2025-06-01
err0
PREAI
errLee, Mingyu; Jeong, Mun Goung; Lee, Juyoung; Lee, Bong Jae; Lee, Ikjin
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Optimization framework for surveillance camera layouts considering infiltration routes in general outposts (GOPs)
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errJeong, Jaeyoung; Lee, Mingyu; Yang, Seonghyeok; Baek, Seungho; Park, Bumsik; Kim, Dokyoung; Lee, Ikjin
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errSave
Efficient Optimization of Magnetic Properties of Fe-4.5Si Alloy in Laser Powder Bed Fusion (LPBF)
errINTERNATIONAL JOURNAL OF PRECISION ENGINEERING AND MANUFACTURING-GREEN TECHNOLOGY
IF5.6
err2025-02-03
err0
errOAAI
errSong, Byeong Uk; Choi, Joon Phil; Lee, Pil-Ho; Jung, Min-Kyo; Shin, Dongwoon; Ha, Taeho; Lee, Ikjin
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errSave
An automated framework for material property calibration in loudspeaker simulation model
errADVANCES IN ENGINEERING SOFTWARE
IF5.7
err2024-11-01
err0
PREAI
errKim, Minjik; Kook, Junghwan; Andersen, Peter Risby; Lee, Ikjin
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Auxetic kirigami structure-based self-powered strain sensor with customizable performance using machine learning
errNANO ENERGY
IF17.1
err2024-11-01
err2
PREAI
errGu, Jimin; Jung, Yongsu; Ahn, Junseong; Ahn, Jihyeon; Choi, Jungrak; Kang, Byeongmin; Jeong, Yongrok; Ha, Ji-Hwan; Kim, Taehwan; Jung, Young; Park, Jaeho; Jung, Jiyoung; Ryu, Seunghwa; Lee, Ikjin; Park, Inkyu
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Reliability-based design optimization: a state-of-the-art review of its methodologies, applications, and challenges
errSTRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION
IF4
err2024-10-04
err5
PREAI
errHu, Weifei; Cheng, Sichuang; Yan, Jiquan; Cheng, Jin; Peng, Xiang; Cho, Hyunkyoo; Lee, Ikjin
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errSave
Confidence-based design optimization using multivariate kernel density estimation under insufficient input data
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2024-10-01
err1
PREAI
errJung, Yongsu; Kim, Minjik; Cho, Hyunkyoo; Hu, Weifei; Lee, Ikjin
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Multi-fidelity Gaussian process modeling of a thin-walled structure for laser powder bed fusion (LPBF) process window
errJOURNAL OF MANUFACTURING PROCESSES
IF6.8
err2024-10-01
err2
errOAAI
errSong, Yeo-Ul; Song, Byeong Uk; Jung, Min-Kyo; Lee, Changwoo; Choi, Joon Phil; Lee, Ikjin
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errSave
An efficient multi-fidelity design optimization framework for a thermoelectric generator system
errENERGY CONVERSION AND MANAGEMENT
IF10.9
err2024-09-01
err0
PREAI
errLee, Mingyu; Jung, Yongsu; Hwang, Chulhyun; Kim, Minjik; Kim, Minwoo; Lee, Ungki; Lee, Ikjin
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errSave
A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2024-07-01
err2
PREAI
errLee, Juyoung; Lee, Mingyu; Lee, Bong Jae; Lee, Ikjin
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Research Directions

No research directions
Co-authors
Cooperation Journals
B
Byeng D. Youn
H-index: 59 · Papers: 400
H
Heon Lee
H-index: 57 · Papers: 539
E
Erik Lund
H-index: 56 · Papers: 331
K
Kyung K. Choi
H-index: 54 · Papers: 384
B
Behrooz Keshtegar
H-index: 54 · Papers: 190
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