Interpretable and Explainable Machine Learning for Ultrasonic Defect Sizing

Despite its popularity in literature, there are few examples of machine learning (ML) being used for industrial nondestructive evaluation (NDE) applications. A significant barrier is the "black box" nature of most ML algorithms. This article aims to improve the interpretability and explain...

Ausführliche Beschreibung