Hybrid MLP-CNN-based ground sink susceptibility prediction in urban area using underground pipe map. - Jun Hwan Park; Ji-Beob Kim; Sungyeol Lee; Jaemo Kang; Duhwan Mun (Reliab. Eng. Syst. Saf., 2024)

Graph neural network-based method for classifying continuous lines in piping and instrumentation diagram. - Seung-Tae Han; Yoochan Moon; Ji-Beob Kim; Hyunsik Lee; Duhwan Mun (Adv. Eng. Informatics, 2025)