Ikjin Lee

Ikjin Lee

Korea Advanced Institute of Science and Technology

Associate Professor

School of Mechanical Engineering

Research Area

  • #Computer science
  • #Engineering design process
  • #Mathematical optimization
  • #Materials science
  • #Probabilistic logic
  • #Algorithm
  • #Mathematics
  • #Genetic algorithm
  • #Reliability engineering
  • #Dimensionality reduction

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Related papers to
‘ Computer science ‘ : 25

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

    2019/11

    2.7 Impact Factor

    44 citations

    Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang

    DOI : 10.1115/1.4044229

    • #Computer science
    • #Artificial intelligence
    • #Robustness (computer science)
    • #Generative grammar
    • #Design methods
    • #Topology optimization
    • #Generative Design

All papers authored by
‘ Ikjin Lee ’ : 49

  • Second‐order reliability method‐based inverse reliability analysis using Hessian update for accurate and efficient reliability‐based design optimization

    2014/12
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

    2.1 Impact Factor

    82 citations

    Jongmin Lim, Byungchai Lee, Ikjin Lee

    DOI : 10.1002/NME.4775

    • #Mathematics
    • #Mathematical optimization
    • #Nonlinear system
    • #Computation
    • #Probabilistic logic
    • #Inverse
    • #Hessian matrix
    • #SORM
    • #Reliability (statistics)
    • #Point (geometry)

Related papers to
‘ Computer science ‘ : 25

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

    2019/11
    JOURNAL OF MECHANICAL DESIGN

    2.7 Impact Factor

    44 citations

    Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang

    DOI : 10.1115/1.4044229

    • #Computer science
    • #Artificial intelligence
    • #Robustness (computer science)
    • #Generative grammar
    • #Design methods
    • #Topology optimization
    • #Generative Design
  • Post optimization for accurate and efficient reliability‐based design optimization using second‐order reliability method based on importance sampling and its stochastic sensitivity analysis

    2016/07
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

    2.2 Impact Factor

    31 citations

    Jongmin Lim, Byungchai Lee, Ikjin Lee

    DOI : 10.1002/NME.5150

    • #Computer science
    • #Mathematical optimization
    • #Reliability engineering
    • #Reliability based design
    • #Importance sampling
    • #Probabilistic-based design optimization

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Contact information

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All papers authored by
‘ Ikjin Lee ’ : 49

  • Second‐order reliability method‐based inverse reliability analysis using Hessian update for accurate and efficient reliability‐based design optimization

    2014/12
    INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING

    2.1 Impact Factor

    82 citations

    Jongmin Lim, Byungchai Lee, Ikjin Lee

    DOI : 10.1002/NME.4775

    • #Mathematics
    • #Mathematical optimization
    • #Nonlinear system
    • #Computation
    • #Probabilistic logic
    • #Inverse
    • #Hessian matrix
    • #SORM
    • #Reliability (statistics)
    • #Point (geometry)
  • Relaxed performance measure approach for reliability-based design optimization

    2016/12
    STRUCTURAL AND MULTIDISCIPLINARY OPTIMIZATION

    2.4 Impact Factor

    51 citations

    Behrooz Keshtegar, Ikjin Lee

    DOI : 10.1007/S00158-016-1561-8

    • #Mathematics
    • #Mathematical optimization
    • #Nonlinear system
    • #Robustness (computer science)
    • #Probabilistic logic
    • #Inverse
    • #Dimensionality reduction
    • #Conjugate gradient method
    • #First-order reliability method
    • #Concave function

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