# Automatic defect depth estimation for ultrasonic testing in carbon fiber reinforced composites using deep learning

> Research article (NDT & E International, 2023) · cited 73× · AI/ML

**Wikidata**: [openalex:W4317754152](https://www.wikidata.org/wiki/openalex:W4317754152)  
**Source**: https://4ort.xyz/entity/automatic-defect-depth-estimation-for-ultrasonic-testing-in-carbon-fiber-reinforced-composites-using-deep-learning