Education

• 2025.03 ~                   Gyeongsang National University (M.S. in Mechanical Engineering)   

• 2019.03 ~ 2025.02     Gyeongsang National University (B.S. in Mechanical Engineering)

Research Interests

• Ray Acoustics

• Virtual Product Design

• AI

Publications

• S. Park, J. Lee, G. Lim, and J. Kook, “ High-precision fault diagnosis framework for bearings using hybrid GRU and EfficientNet model with ANOVA-based Bayesian optimization.", Annual Congress of International Institute of Acoustics and Vibration (ICSV31), 2025, Incheon, Korea. 

• J. Lee, S. Park, G. Lim, and J. Kook, “A high-precision signal analysis framework for bearing fault diagnosis using hybrid RNN-CNN with Bayesian optimization", WCSMO-16, Kobe, 2025 Japan.

• J. Lee, T. Noh, and J. Kook, "Experimental Evaluation of Noise Reduction Using Acoustic Metamaterials from  Everyday Materials", The Korean Society of Mechanical Engineers Autumn Conference(KSME), 2024.

• 노태균, 이재완, 국정환, "PVC 파이프 배열을 이용한 음향 메타물질의 설계 및 실험적 검증", 한국기계기술학회지, 26(5), pp.1035~1040, (2024)

• T. Noh, J. Lee, and J. Kook, “Acoustic metamaterial designed from commonplace materials,” KSNVE Conference, Korea, 2024.

• J. Lee, S. Park, and J. Kook, “Arduino-based monitoring of anomalous vibrations in rotating machinery,” KSNVE Conference, Korea, 2024.