Education

• 2021.03 ~                   Gyeongsang National University (B.S. in Mechanical Engineering)

Research Interests

• Active Noise Cancelation

• Acoustic/Vibration Experiment

International Journal

• J. Lee, S. Park, and J. Kook, “Bearing Fault Diagnosis with Hybrid CNN-RNN: A Unified-Loop Hyperparameter Optimization Framework via Surrogate-Based Bayesian Optimization", Computer Modeling in Engineering & Sciences, 2026.

Domestic Journal

• 김성민, 이민재, 손기운, 박성환, 국정환, "기성 기계 부품 기반 가변 밴드갭 국부공진 메타물질의 설계", 한국기계항공기술학회지, 28(2), pp.236~241, (2026)

International Conference

• M. Lee, K. Son, S. Kim, S. Park, and J. Kook, "Bandgap Retuning in a Locally Resonant Metamaterial via Adjustable Resonator Mass Position", Annual Congress of International Institute of Acoustics and Vibration (ICSV32), Istanbul, Türkiye, 2026.

• 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

Domestic Conference

• K. Son, S. Park, M. Lee, S. Kim and J. Kook, "Vibration Reduction of a Gearbox Using Locally Resonant Metamaterials", The Korea Conference on Geartrain, 2026.  

• S. Park, and J. Kook, “Identification of Complex Elastic Properties of Anisotropic Beam Structures via Frequency Response Function", The Korean Society for Noise and Vibration Engineering Autumn Conference(KSNVE), Korea, 2025. 

• J. Lee, S. Park, and J. Kook, “Arduino-based monitoring of anomalous vibrations in rotating machinery”, The Korean Society for Noise and Vibration Engineering Autumn Conference(KSNVE), Korea, 2024.

Patents

• J. Kim, T. Noh, J. Lee, S. Kim, S. Park, “Development of a Double-Layer Noise Barrier with Integrated Rainwater Storage System” Korean patent, Registration No. (Date) 1020240141711 (2024.10.17)