# Defect detection in pipe structures using stochastic resonance of Duffing oscillator and ultrasonic guided waves

> Research article (International Journal of Pressure Vessels and Piping, 2020) · cited 19× · AI/ML

**Wikidata**: [openalex:W3047885680](https://www.wikidata.org/wiki/openalex:W3047885680)  
**Source**: https://4ort.xyz/entity/defect-detection-in-pipe-structures-using-stochastic-resonance-of-duffing-oscillator-and-ultrasonic-guided-waves