# Recognition of penetration states based on arc sound of interest using VGG-SE network during pulsed GTAW process

> Research article (Journal of Manufacturing Processes, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4316813010](https://www.wikidata.org/wiki/openalex:W4316813010)  
**Source**: https://4ort.xyz/entity/recognition-of-penetration-states-based-on-arc-sound-of-interest-using-vgg-se-network-during-pulsed-gtaw-process