# Measurement of pulsed laser welding penetration based on keyhole dynamics and deep learning approach

> Research article (Measurement, 2022) · cited 47× · AI/ML

**Wikidata**: [openalex:W4284892005](https://www.wikidata.org/wiki/openalex:W4284892005)  
**Source**: https://4ort.xyz/entity/measurement-of-pulsed-laser-welding-penetration-based-on-keyhole-dynamics-and-deep-learning-approach