# High-Precision and Ultraspeed Monitoring of Melt-Pool Morphology in Laser-Directed Energy Deposition Using Deep Learning

> Research article (Additive Manufacturing Frontiers, 2025) · cited 16× · AI/ML

**Wikidata**: [openalex:W4407958962](https://www.wikidata.org/wiki/openalex:W4407958962)  
**Source**: https://4ort.xyz/entity/high-precision-and-ultraspeed-monitoring-of-melt-pool-morphology-in-laser-directed-energy-deposition-using-deep-learning