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Lee, Ikjin (이익진)
부교수, Department of Mechanical Engineering(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
    Optimal design of experiments for optimization-based model calibration using Fisher information matrix

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

    2
    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

    3
    Confidence-Based Design Optimization for a More Conservative Optimum under Surrogate Model Uncertainty Caused by Gaussian Process

    Jung, Yongsu; Kang, Kyeonghwan; Cho, Hyunkyoo; et al, JOURNAL OF MECHANICAL DESIGN, v.143, no.9, 2021-09

    4
    Optimization-based model calibration of marginal and joint output distributions utilizing analytical gradients

    Jo, Hwisang; Lee, Kyungeun; Lee, Mingyu; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.63, no.6, pp.2853 - 2868, 2021-06

    5
    Multi-resolution topology optimization using adaptive isosurface variable grouping (MTOP-aIVG) for enhanced computational efficiency

    Yoo, Jaeeun; Jang, In Gwunresearcher; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.63, no.4, pp.1743 - 1766, 2021-04

    6
    Topology optimization of a heat sink with an axially uniform cross-section cooled by forced convection

    Lee, Gilho; Lee, Ikjinresearcher; Kim, Sung Jinresearcher, INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER, v.168, pp.120732, 2021-04

    7
    3D reconstruction of as-built model of plant piping system from point clouds and port information

    Lee, Inhwan Dennis; Lee, Ikjinresearcher; Han, Soonhungresearcher, JOURNAL OF COMPUTATIONAL DESIGN AND ENGINEERING, v.8, no.1, pp.195 - 209, 2021-02

    8
    Efficient high-dimensional metamodeling strategy using recursive decomposition coupled with sequential sampling method

    Kang, Kyeonghwan; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.63, no.1, pp.375 - 390, 2021-01

    9
    Choice data generation using usage scenarios and discounted cash flow analysis

    Lee, Ungki; Kang, Namwoo; Lee, Ikjinresearcher, JOURNAL OF CHOICE MODELLING, v.37, pp.100250, 2020-12

    10
    Intelligent initial point selection for MPP search in reliability-based design optimization

    Jung, Yongsu; Cho, Hyunkyoo; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.62, no.4, pp.1809 - 1820, 2020-10

    11
    Pattern-free heliostat field layout optimization using physics-based gradient

    Yang, Sounghyeok; Lee, Kyungeun; Lee, Ikjinresearcher, SOLAR ENERGY, v.206, pp.722 - 731, 2020-08

    12
    Probabilistic analytical target cascading using kernel density estimation for accurate uncertainty propagation

    Jung, Yongsu; Lee, Jongmin; Lee, Mingyu; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.5, pp.2077 - 2095, 2020-05

    13
    Industrial issues and solutions to statistical model improvement: a case study of an automobile steering column

    Son, Hyejeong; Lee, Guesuk; Kang, Kyeonghwan; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.4, pp.1739 - 1756, 2020-04

    14
    Shared autonomous electric vehicle design and operations under uncertainties: a reliability-based design optimization approach

    Lee, Ungki; Kang, Namwoo; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.4, pp.1529 - 1545, 2020-04

    15
    Robust design optimization (RDO) of thermoelectric generator system using non-dominated sorting genetic algorithm II (NSGA-II)

    Lee, Ungki; Park, Sudong; Lee, Ikjinresearcher, ENERGY, v.196, 2020-04

    16
    Process of measurement error treatment using model selection and local intensive smoothing and application to refractive index estimation of water

    Lee, Kyungeun; Kim, Joong Bae; Park, Jeong Woo; et al, APPLIED PHYSICS B-LASERS AND OPTICS, v.126, no.4, 2020-03

    17
    Selective dimension reduction method (DRM) to enhance accuracy and efficiency of most probable point (MPP)-based DRM

    Park, Jeong Woo; Cho, Hyunkyoo; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.3, pp.999 - 1010, 2020-03

    18
    Determination of sample size for input variables in RBDO through bi-objective confidence-based design optimization under input model uncertainty

    Jung, Yongsu; Cho, Hyunkyoo; Duan, Zunyi; et al, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION, v.61, no.1, pp.253 - 266, 2020-01

    19
    Reliability measure approach for confidence-based design optimization under insufficient input data

    Jung, Yongsu; Cho, Hyunkyoo; Lee, Ikjinresearcher, STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION , v.60, no.5, pp.1967 - 1982, 2019-11

    20
    Deep Generative Design: Integration of Topology Optimization and Generative Models

    Oh, Sangeun; Jung, Yongsu; Kim, Seongsin; et al, JOURNAL OF MECHANICAL DESIGN, v.141, no.11, 2019-11
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