Applications of deep learning for fault detection in industrial cold forging. - Andrew Glaeser; Vignesh Selvaraj; Sooyoung Lee; Yunseob Hwang; Kangsan Lee; Namjeong Lee; Seungchul Lee; Sangkee Min (Int. J. Prod. Res., 2021)

State identification of a 5-axis ultra-precision CNC machine tool using energy consumption data assisted by multi-output densely connected 1D-CNN model. - Zhicheng Xu; Vignesh Selvaraj; Sangkee Min (J. Intell. Manuf., 2024)

Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model. - Zhicheng Xu; Vignesh Selvaraj; Sangkee Min (J. Intell. Manuf., 2025)