Ikjin Lee

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 9

Top Topics

Reliability Analysis

Simulation Models

Gaussian Process

Top Venues

Reliab. Eng. Syst. Saf.

J. Comput. Des. Eng.

Adv. Eng. Softw.

Publications

Juyoung Lee, Mingyu Lee, Bong Jae Lee, Ikjin Lee
A comprehensive multi-fidelity surrogate framework based on Gaussian process for datasets with heterogeneous responses. Knowl. Based Syst. 295 (2024)
Minjik Kim, Junghwan Kook, Peter Risby Andersen, Ikjin Lee
An automated framework for material property calibration in loudspeaker simulation model. Adv. Eng. Softw. 197 (2024)
Seong-Hyeok Yang, Mingyu Lee, Ikjin Lee
A new sampling approach for system reliability-based design optimization under multiple simulation models. Reliab. Eng. Syst. Saf. 231 (2023)
Yongsu Jung, Hwisang Jo, Jeonghwan Choo, Ikjin Lee
Statistical model calibration and design optimization under aleatory and epistemic uncertainty. Reliab. Eng. Syst. Saf. 222 (2022)
Seong-Hyeok Yang, Hwisang Jo, Kyungeun Lee, Ikjin Lee
Expected system improvement (ESI): A new learning function for system reliability analysis. Reliab. Eng. Syst. Saf. 222 (2022)
Yongsu Jung, Ikjin Lee
Optimal design of experiments for optimization-based model calibration using Fisher information matrix. Reliab. Eng. Syst. Saf. 216 (2021)
Inhwan Dennis Lee, Ikjin Lee, Soonhung Han
3D reconstruction of as-built model of plant piping system from point clouds and port information. J. Comput. Des. Eng. 8 (1) (2021)
Seongsin Kim, Ungki Lee, Ikjin Lee, Namwoo Kang
Idle Vehicle Relocation Strategy through Deep Learning for Shared Autonomous Electric Vehicle System Optimization. CoRR (2020)
Sangeun Oh, Yongsu Jung, Seongsin Kim, Ikjin Lee, Namwoo Kang
Generative Design Exploration by Integrating Deep Generative Models and Topology Optimization. CoRR (2019)