# Laser ultrasonics and machine learning for automatic defect detection in metallic components

> Research article (NDT & E International, 2022) · cited 70× · AI/ML

**Wikidata**: [openalex:W4297503485](https://www.wikidata.org/wiki/openalex:W4297503485)  
**Source**: https://4ort.xyz/entity/laser-ultrasonics-and-machine-learning-for-automatic-defect-detection-in-metallic-components