# Multi-Output Monitoring of High-Speed Laser Welding State Based on Deep Learning

> Research article (Sensors, 2021) · cited 19× · AI/ML

**Wikidata**: [openalex:W3133610490](https://www.wikidata.org/wiki/openalex:W3133610490)  
**Source**: https://4ort.xyz/entity/multi-output-monitoring-of-high-speed-laser-welding-state-based-on-deep-learning