Ikjin Lee

According to our database, Ikjin Lee authored at least 19 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Stepwise Error Reduction: A Novel Look-Ahead Learning Strategy for Accelerating System Reliability Assessment.

Yuwei Shi, Ikjin Lee, Chenglong Lin, Yizhong Ma

IEEE Trans. Reliab., 2026

Efficient time-variant reliability analysis through parallel adaptive Gaussian process modeling based on look-ahead sampling strategy.

Yuwei Shi, Ikjin Lee, Weifei Hu, Liangqi Wan, Yizhong Ma

Reliab. Eng. Syst. Saf., 2026

Data-driven time-variant reliability analysis using deep Gaussian processes.

Yongsu Jung, Mingyu Lee, Ikjin Lee

Reliab. Eng. Syst. Saf., 2026

An integrated framework for reliability analysis and design optimization using input, simulation, and experimental data: Confidence-based design optimization under aleatory and epistemic uncertainty.

Yongsu Jung, Ungki Lee, Ikjin Lee

Reliab. Eng. Syst. Saf., 2026

Spatiotemporal-dependent reliability analysis with adaptive sampling physics-informed neural networks.

Weifei Hu, Jiale Liao, Jiquan Yan, Jianhao Fang, Feng Zhao, Ikjin Lee, Jianrong Tan

Reliab. Eng. Syst. Saf., 2026

An efficient reliability-based design optimization approach based on probability quantile estimation and structural constraint integration.

Yuwei Shi, Chenglong Lin, Mingyu Lee, Jingyuan Shen, Ikjin Lee, Yizhong Ma

Comput. Ind. Eng., 2026

Domain-embedded deep learning frameworks for topology optimization: Enhancing structural performance under data scarce environments.

Geonwoo Lee, Mingyu Lee, Ikjin Lee

Adv. Eng. Softw., 2026

A novel adaptive quality-based multi-fidelity surrogate framework for multiple low-fidelity data sources.

Mingyu Lee, Juyoung Lee, Jae-Hoon Choi, Nam H. Kim, Ikjin Lee

Adv. Eng. Informatics, 2026

2025

Long-term extreme response evaluation of stochastic models using adaptive stochastic importance sampling.

Tongzhou Zhang, Weifei Hu, Feng Zhao, Jiquan Yan, Ning Tang, Ikjin Lee, Jianrong Tan

Reliab. Eng. Syst. Saf., 2025

Optimization framework for surveillance camera layouts considering infiltration routes in general outposts (GOPs).

Jaeyoung Jeong, Mingyu Lee, Seong-Hyeok Yang, Seungho Baek, Bumsik Park, Dokyoung Kim, Ikjin Lee

Expert Syst. Appl., 2025

2024

A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses.

Juyoung Lee, Mingyu Lee, Bong Jae Lee, Ikjin Lee

Knowl. Based Syst., 2024

An automated framework for material property calibration in loudspeaker simulation model.

Minjik Kim, Junghwan Kook, Peter Risby Andersen, Ikjin Lee

Adv. Eng. Softw., 2024

2023

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

Seong-Hyeok Yang, Mingyu Lee, Ikjin Lee

Reliab. Eng. Syst. Saf., 2023

2022

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

Seong-Hyeok Yang, Hwisang Jo, Kyungeun Lee, Ikjin Lee

Reliab. Eng. Syst. Saf., 2022

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

Yongsu Jung, Hwisang Jo, Jeonghwan Choo, Ikjin Lee

Reliab. Eng. Syst. Saf., 2022

2021

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

Yongsu Jung, Ikjin Lee

Reliab. Eng. Syst. Saf., 2021

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

Inhwan Dennis Lee, Ikjin Lee, Soonhung Han

J. Comput. Des. Eng., 2021

2020

Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization.

Seongsin Kim, Ungki Lee, Ikjin Lee, Namwoo Kang

CoRR, 2020

2019

Generative Design Exploration by Integrating Deep Generative Models and Topology Optimization.

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

CoRR, 2019