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Lee, Ikjin (이익진)
부교수, (기계공학과)

http://idol.kaist.ac.kr/

Research Area
Mechanical Engineering, Design Optimization, Reliability Analysis and Design
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Distribution estimation of Johnson-Cook parameters considering correlation in quasi-static state

    Choo, Jeonghwan; Jung, Yongsu; Jo, Hwisang; et al, INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, v.244, 2023-04

    2
    A new sampling approach for system reliability-based design optimization under multiple simulation models

    Yang, Seonghyeok; Lee, Mingyu; Lee, Ikjinresearcher, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.231, 2023-03

    3
    A New Framework for Efficient Sequential Sampling-Based RBDO Using Space Mapping

    Park, Jeong Woo; Lee, Ikjinresearcher, JOURNAL OF MECHANICAL DESIGN, v.145, no.3, 2023-03

    4
    Fe-Ni-Cr diffusion barrier for high-temperature operation of Bi2Te3

    Park, Sang Hyun; Kim, Yeongseon; Jang, Hanhwi; et al, JOURNAL OF ALLOYS AND COMPOUNDS, v.932, 2023-01

    5
    A reanalysis-based multi-fidelity (RBMF) surrogate framework for efficient structural optimization

    Lee, Mingyu; Jung, Yongsu; Choi, Jaehoon; et al, COMPUTERS & STRUCTURES, v.273, 2022-12

    6
    Small failure probability: principles, progress and perspectives

    Lee, Ikjinresearcher; Lee, Ungki; Ramu, Palaniappan; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.11, 2022-11

    7
    A survey of machine learning techniques in structural and multidisciplinary optimization

    Ramu, Palaniappan; Thananjayan, Pugazhenthi; Acar, Erdem; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.9, 2022-09

    8
    An expected uncertainty reduction of reliability: adaptive sampling convergence criterion for Kriging-based reliability analysis

    Kim, Minjik; Jung, Yongsu; Lee, Mingyu; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.7, 2022-07

    9
    Modeling of geometric uncertainties in topology optimization via the shift of design nodes

    Kim, Jonghyun; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.7, 2022-07

    10
    Deep Generative Tread Pattern Design Framework for Efficient Conceptual Design

    Lee, Mingyu; Park, Youngseo; Jo, Hwisang; et al, JOURNAL OF MECHANICAL DESIGN, v.144, no.7, 2022-07

    11
    Expected system improvement (ESI): A new learning function for system reliability analysis

    Yang, Seonghyeok; Jo, Hwisang; Lee, Kyungeun; et al, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.222, 2022-06

    12
    Statistical model calibration and design optimization under aleatory and epistemic uncertainty

    Jung, Yongsu; Jo, Hwisang; Choo, Jeonghwan; et al, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.222, 2022-06

    13
    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, Ikjinresearcher, Cleaner Engineering and Technology, v.8, 2022-06

    14
    A bayesian model calibration under insufficient data environment

    Choo, Jeonghwan; Jung, Yongsu; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.3, 2022-03

    15
    Efficient sampling-based inverse reliability analysis combining Monte Carlo simulation (MCS) and feedforward neural network (FNN)

    Lee, Ungki; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.1, 2022-01

    16
    Sampling-based weighted reliability-based design optimization

    Lee, Ungki; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.65, no.1, 2022-01

    17
    Idle vehicle relocation strategy through deep learning for shared autonomous electric vehicle system optimization

    Kim, Seongsin; Lee, Ungki; Lee, Ikjinresearcher; et al, JOURNAL OF CLEANER PRODUCTION, v.333, 2022-01

    18
    Optimal design of experiments for optimization-based model calibration using Fisher information matrix

    Jung, Yongsu; Lee, Ikjinresearcher, RELIABILITY ENGINEERING & SYSTEM SAFETY, v.216, pp.107968, 2021-12

    19
    Modeling, analysis, and optimization under uncertainties: a review

    Acar, Erdem; Bayrak, Gamze; Jung, Yongsu; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.64, no.11, pp.2909 - 2945, 2021-11

    20
    Reliability-based acoustical topology optimization of mufflers under noise frequency and temperature uncertainties

    Lee, Jong Kyeom; Lee, Ikjinresearcher; Lee, Jin Woo, MECHANICAL SYSTEMS AND SIGNAL PROCESSING, v.160, 2021-11
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