# Machine learning enhanced characterization of surface defects using ultrasonic Rayleigh waves

> Research article (NDT & E International, 2023) · cited 15× · AI/ML

**Wikidata**: [openalex:W4387643385](https://www.wikidata.org/wiki/openalex:W4387643385)  
**Source**: https://4ort.xyz/entity/machine-learning-enhanced-characterization-of-surface-defects-using-ultrasonic-rayleigh-waves