Qiang Liu

Prediction of stress distribution around crack tips from ultrasound images using convolutional neural networks

Structural health monitoring (SHM) is critical for the safety, reliability, and long-term performance of engineering structures. This study introduces an innovative machine learning-driven framework for predicting key fracture parameters, including crack length, stress fields aro...