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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| Probabilistic analytical target cascading using kernel density estimation for accurate uncertainty propagation Jung, Yongsu; Lee, Jongmin; Lee, Mingyu; Kang, Namwoo; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.5, pp.2077 - 2095, 2020-05 | |
| Optimization-based model calibration of marginal and joint output distributions utilizing analytical gradients Jo, Hwisang; Lee, Kyungeun; Lee, Mingyu; Jung, Yongsu; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.63, no.6, pp.2853 - 2868, 2021-06 | |
| Deep Generative Tread Pattern Design Framework for Efficient Conceptual Design Lee, Mingyu; Park, Youngseo; Jo, Hwisang; Kim, Kibum; Lee, Seungkyu; Lee, Ikjin, JOURNAL OF MECHANICAL DESIGN, v.144, no.7, 2022-07 | |
| An expected uncertainty reduction of reliability: adaptive sampling convergence criterion for Kriging-based reliability analysis Kim, Minjik; Jung, Yongsu; Lee, Mingyu; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.7, 2022-07 | |
| A reanalysis-based multi-fidelity (RBMF) surrogate framework for efficient structural optimization Lee, Mingyu; Jung, Yongsu; Choi, Jaehoon; Lee, Ikjin, COMPUTERS & STRUCTURES, v.273, 2022-12 | |
| A new sampling approach for system reliability-based design optimization under multiple simulation models Yang, Seonghyeok; Lee, Mingyu; Lee, Ikjin, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.231, 2023-03 | |
| A novel sampling method for adaptive gradient-enhanced Kriging Lee, Mingyu; Noh, Yoojeong; Lee, Ikjin, COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, v.418, 2024-01 | |
| Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review Lee, Junhyeong; Park, Donggeun; Lee, Mingyu; Lee, Hugon; Park, Kundo; Lee, Ikjin; Ryu, Seunghwa, MATERIALS HORIZONS, v.10, no.12, pp.5436 - 5456, 2023-12 | |
| An effective active learning strategy for reliability-based design optimization under multiple simulation models Yang, Seonghyeok; Lee, Mingyu; Jung, Yongsu; Cho, Hyunkyoo; Hu, Weifei; Lee, Ikjin, STRUCTURAL SAFETY, v.107, 2024-03 |
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