# Recognition of penetration state in GTAW based on vision transformer using weld pool image

> Research article (The International Journal of Advanced Manufacturing Technology, 2022) · cited 39× · AI/ML

**Wikidata**: [openalex:W4206393365](https://www.wikidata.org/wiki/openalex:W4206393365)  
**Source**: https://4ort.xyz/entity/recognition-of-penetration-state-in-gtaw-based-on-vision-transformer-using-weld-pool-image