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| NO | Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date) |
|---|---|
| A survey of machine learning techniques in structural and multidisciplinary optimization Ramu, Palaniappan; Thananjayan, Pugazhenthi; Acar, Erdem; Bayrak, Gamze; Park, Jeong Woo; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.9, 2022-09 | |
| Efficient sampling-based inverse reliability analysis combining Monte Carlo simulation (MCS) and feedforward neural network (FNN) Lee, Ungki; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.1, 2022-01 | |
| Idle vehicle relocation strategy through deep learning for shared autonomous electric vehicle system optimization Kim, Seongsin; Lee, Ungki; Lee, Ikjin; Kang, Namwoo, JOURNAL OF CLEANER PRODUCTION, v.333, 2022-01 | |
| Sampling-based weighted reliability-based design optimization Lee, Ungki; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.1, 2022-01 | |
| Design for shared autonomous vehicle (SAV) system employing electrified vehicles: Comparison of battery electric vehicles (BEVs) and fuel cell electric vehicles (FCEVs) Lee, Ungki; Jeon, Sunghyun; Lee, Ikjin, Cleaner Engineering and Technology, v.8, 2022-06 | |
| 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 | |
| Distribution estimation of Johnson-Cook parameters considering correlation in quasi-static state Choo, Jeonghwan; Jung, Yongsu; Jo, Hwisang; Kim, Juhaing; Lee, Ikjin, INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, v.244, 2023-04 | |
| A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping Park, Jeong Woo; Lee, Ikjin, JOURNAL OF MECHANICAL DESIGN, v.145, no.3, 2023-03 | |
| A nonlinearity integrated bi-fidelity surrogate model based on nonlinear mapping Li, Kunpeng; Li, Qingye; Lv, Liye; Song, Xueguan; Ma, Yunsheng; Lee, Ikjin, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.66, no.9, 2023-09 | |
| 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 |
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