Jaeho Shin

Physics-Informed Ultrasonic C-scan Data Augmentation for Defect Detection in Metal Additive Manufacturing Parts

Metal additive manufacturing can introduce internal defects such as porosity, inclusions, and cracks, yet supervised ultrasonic C-scan detectors are hard to deploy at process introduction, where labeled images are scarce and rare defect classes are imbalanced. We propose a physic...