Drive-Tolerant Current Residual Variance (DTCRV) for Fault Detection of a Permanent Magnet Synchronous Motor Under Operational Speed and Load Torque Conditions. - Chan Hee Park; Junmin Lee; Hyeongmin Kim; Chaehyun Suh; Myeongbaek Youn; Yongjin Shin; Sung-Hoon Ahn; Byeng D. Youn (IEEE Access, 2021)

A health image for deep learning-based fault diagnosis of a permanent magnet synchronous motor under variable operating conditions: Instantaneous current residual map. - Chan Hee Park; Hyeongmin Kim; Chaehyun Suh; Minseok Chae; Heonjun Yoon; Byeng D. Youn (Reliab. Eng. Syst. Saf., 2022)

MPARN: multi-scale path attention residual network for fault diagnosis of rotating machines. - Hyeongmin Kim; Chan Hee Park; Chaehyun Suh; Minseok Chae; Heonjun Yoon; Byeng D. Youn (J. Comput. Des. Eng., 2023)

Opt-TCAE: Optimal temporal convolutional auto-encoder for boiler tube leakage detection in a thermal power plant using multi-sensor data. - Hyeongmin Kim; Jin Uk Ko; Kyumin Na; Hyeonchan Lee; Hee-soo Kim; Jong-Duk Son; Heonjun Yoon; Byeng D. Youn (Expert Syst. Appl., 2023)

PCDC: prototype-assisted dual-contrastive learning with depthwise separable convolutional neural network for few-shot fault diagnosis of permanent magnet synchronous motors under new operating conditions. - Minseok Chae; Hyeongmin Kim; Hye Jun Oh; Chan Hee Park; Chaehyun Suh; Heonjun Yoon; Byeng D. Youn (J. Comput. Des. Eng., 2024)

Self-supervised feature learning for motor fault diagnosis under various torque conditions. - Sang Kyung Lee; Hyeongmin Kim; Minseok Chae; Hye Jun Oh; Heonjun Yoon; Byeng D. Youn (Knowl. Based Syst., 2024)

FL-SSDAN: Fleet-level semi-supervised domain adaptation network for fault diagnosis of overhead hoist transports. - Chaehyun Suh; Hyeongmin Kim; Chan Hee Park; Minseok Chae; Joung Taek Yoon; Ilkyu Lee; Heonjun Yoon; Byeng D. Youn (J. Comput. Des. Eng., 2025)

Combating phishing and script-based attacks: a novel machine learning framework for improved client-side security. - Jiwon Hong; Hyeongmin Kim; Suhyeon Oh; Yerin Im; Hyeonseong Jeong; Hyunmin Kim; Eunkueng Jang; Kyounggon Kim (J. Supercomput., 2025)