# Multi-Class Classification of Defect Types in Ultrasonic NDT Signals with Convolutional Neural Networks

> Research article (2019 IEEE International Ultrasonics Symposium (IUS), 2019) · cited 25× · AI/ML

**Wikidata**: [openalex:W2996641449](https://www.wikidata.org/wiki/openalex:W2996641449)  
**Source**: https://4ort.xyz/entity/multi-class-classification-of-defect-types-in-ultrasonic-ndt-signals-with-convolutional-neural-networks