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2020 – today
- 2026
[j13]Mingyu Lee
, Juyoung Lee, Jae-Hoon Choi, Nam H. Kim, Ikjin Lee:
A novel adaptive quality-based multi-fidelity surrogate framework for multiple low-fidelity data sources. Adv. Eng. Informatics 69: 103973 (2026)- [j12]Geonwoo Lee, Mingyu Lee, Ikjin Lee:
Domain-embedded deep learning frameworks for topology optimization: Enhancing structural performance under data scarce environments. Adv. Eng. Softw. 212: 104064 (2026) - [j11]Weifei Hu, Jiale Liao, Jiquan Yan, Jianhao Fang, Feng Zhao, Ikjin Lee, Jianrong Tan:
Spatiotemporal-dependent reliability analysis with adaptive sampling physics-informed neural networks. Reliab. Eng. Syst. Saf. 265: 111560 (2026) - [j10]Yongsu Jung, Ungki Lee, Ikjin Lee:
An integrated framework for reliability analysis and design optimization using input, simulation, and experimental data: Confidence-based design optimization under aleatory and epistemic uncertainty. Reliab. Eng. Syst. Saf. 267: 111895 (2026) - 2025
- [j9]Jaeyoung Jeong, Mingyu Lee, Seong-Hyeok Yang, Seungho Baek, Bumsik Park, Dokyoung Kim, Ikjin Lee:
Optimization framework for surveillance camera layouts considering infiltration routes in general outposts (GOPs). Expert Syst. Appl. 263: 125804 (2025) - [j8]Tongzhou Zhang, Weifei Hu, Feng Zhao, Jiquan Yan, Ning Tang, Ikjin Lee, Jianrong Tan:
Long-term extreme response evaluation of stochastic models using adaptive stochastic importance sampling. Reliab. Eng. Syst. Saf. 260: 111028 (2025) - 2024
- [j7]Minjik Kim, Junghwan Kook, Peter Risby Andersen, Ikjin Lee:
An automated framework for material property calibration in loudspeaker simulation model. Adv. Eng. Softw. 197: 103748 (2024) - [j6]Juyoung Lee, Mingyu Lee, Bong Jae Lee, Ikjin Lee:
A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses. Knowl. Based Syst. 295: 111827 (2024) - 2023
- [j5]Seong-Hyeok Yang, Mingyu Lee, Ikjin Lee:
A new sampling approach for system reliability-based design optimization under multiple simulation models. Reliab. Eng. Syst. Saf. 231: 109024 (2023) - 2022
- [j4]Yongsu Jung, Hwisang Jo, Jeonghwan Choo, Ikjin Lee:
Statistical model calibration and design optimization under aleatory and epistemic uncertainty. Reliab. Eng. Syst. Saf. 222: 108428 (2022) - [j3]Seong-Hyeok Yang, Hwisang Jo, Kyungeun Lee, Ikjin Lee:
Expected system improvement (ESI): A new learning function for system reliability analysis. Reliab. Eng. Syst. Saf. 222: 108449 (2022) - 2021
- [j2]Inhwan Dennis Lee, Ikjin Lee, Soonhung Han:
3D reconstruction of as-built model of plant piping system from point clouds and port information. J. Comput. Des. Eng. 8(1): 195-209 (2021) - [j1]Yongsu Jung, Ikjin Lee:
Optimal design of experiments for optimization-based model calibration using Fisher information matrix. Reliab. Eng. Syst. Saf. 216: 107968 (2021) - 2020
- [i2]Seongsin Kim, Ungki Lee, Ikjin Lee, Namwoo Kang:
Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization. CoRR abs/2010.09847 (2020)
2010 – 2019
- 2019
- [i1]Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang:
Generative Design Exploration by Integrating Deep Generative Models and Topology Optimization. CoRR abs/1903.01548 (2019)
Coauthor Index
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