Multi-head de-noising autoencoder-based multi-task model for fault diagnosis of rolling element bearings under various speed conditions. - Jongmin Park; Jinoh Yoo; Taehyung Kim; Jong Moon Ha; Byeng D. Youn (J. Comput. Des. Eng., 2023)

Frequency-focused sound data generator for fault diagnosis in industrial robots. - Semin Ahn; Jinoh Yoo; Kyu-Wha Lee; Byeng Dong Youn; Sung-Hoon Ahn (J. Comput. Des. Eng., 2024)

Fault frequency band segmentation and domain adaptation with fault simulated signal for fault diagnosis of rolling element bearings. - Jongmin Park; Jinoh Yoo; Taehyung Kim; Minjung Kim; Jonghyuk Park; Jong Moon Ha; Byeng D. Youn (J. Comput. Des. Eng., 2024)

Optimized relative entropy for robust fault detection in excavator traveling gearboxes via smeared envelope spectrum analysis of cyclo-non-stationary signals. - Kyumin Na; Keon Kim; Jinoh Yoo; Jinwook Lee; Byeng D. Youn (Expert Syst. Appl., 2025)

Spectral kurtosis attention network (SKAN): Synergizing signal processing and deep learning for fault diagnosis of rolling element bearings. - Jongmin Park; Jinoh Yoo; Taehyung Kim; Minjung Kim; Jong Moon Ha; Byeng D. Youn (Expert Syst. Appl., 2025)