# Carburization level identification in industrial HP pipes using ultrasonic evaluation and machine learning

> Research article (Ultrasonics, 2018) · cited 31× · AI/ML

**Wikidata**: [openalex:W2897427890](https://www.wikidata.org/wiki/openalex:W2897427890)  
**Source**: https://4ort.xyz/entity/carburization-level-identification-in-industrial-hp-pipes-using-ultrasonic-evaluation-and-machine-learning