Ikjin Lee
KAIST
H-index: 32
Asia-South Korea
Top articles of Ikjin Lee
Modified structure of deep neural network for training multi-fidelity data with non-common input variables
Journal of Mechanical Design
2024/10
Ikjin Lee
H-Index: 23
A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses
Knowledge-Based Systems
2024/7
Surrogate model-based method for reliability-oriented buckling topology optimization under random field load uncertainty
Structures
2024/5/1
A survey on design optimization of battery electric vehicle components, systems, and management
2024/3
An effective active learning strategy for reliability-based design optimization under multiple simulation models
Structural Safety
2024/3/1
Uncertainty‐oriented thermoelastic topology optimization with stress constraint
International Journal for Numerical Methods in Engineering
2024
Consecutive adaptive Kriging method for high-dimensional reliability analysis based on multi-fidelity framework
Structural and Multidisciplinary Optimization
2024/1
Ikjin Lee
H-Index: 23
A novel sampling method for adaptive gradient-enhanced Kriging
Computer Methods in Applied Mechanics and Engineering
2024/1/1
Machine learning-based inverse design methods considering data characteristics and design space size in materials design and manufacturing: a review
2023/8/4
A nonlinearity integrated bi-fidelity surrogate model based on nonlinear mapping
Structural and Multidisciplinary Optimization
2023/9
Surrogate-Based Time-Dependent Reliability Analysis for a Digital Twin
Journal of Mechanical Design
2023/6/2
Weifei Hu
H-Index: 10
Feng Zhao
H-Index: 9
Chen Jiang
H-Index: 5
Hongwei Liu
H-Index: 5
Ikjin Lee
H-Index: 23
Distribution estimation of Johnson-Cook parameters considering correlation in quasi-static state
International Journal of Mechanical Sciences
2023/4/15
Jeonghwan Choo
H-Index: 4
Ikjin Lee
H-Index: 23
A new sampling approach for system reliability-based design optimization under multiple simulation models
Reliability Engineering & System Safety
2023/3/1
Mingyu Lee
H-Index: 0
Ikjin Lee
H-Index: 23
A new framework for efficient sequential sampling-based RBDO using space mapping
Journal of Mechanical Design
2023/3
Ikjin Lee
H-Index: 23
Fe-Ni-Cr Diffusion Barrier for High-temperature Operation of Bi2Te3
Journal of Alloys and Compounds
2023/1
Deep generative tread pattern design framework for efficient conceptual design
Journal of Mechanical Design
2022/7/1
Design for shared autonomous vehicle (SAV) system employing electrified vehicles: Comparison of battery electric vehicles (BEVs) and fuel cell electric vehicles (FCEVs)
Cleaner Engineering and Technology
2022/6/1
Ikjin Lee
H-Index: 23
Expected system improvement (ESI): A new learning function for system reliability analysis
Reliability Engineering & System Safety
2022/6/1
Kyungeun Lee
H-Index: 3
Ikjin Lee
H-Index: 23
A bayesian model calibration under insufficient data environment
Structural and Multidisciplinary Optimization
2022/3
Jeonghwan Choo
H-Index: 4
Ikjin Lee
H-Index: 23
Statistical Model Calibration and Design Optimization under Aleatory and Epistemic Uncertainty
Reliability Engineering & System Safety
2022/2/27
Jeonghwan Choo
H-Index: 4
Ikjin Lee
H-Index: 23
Co-Authors
