# In-situ monitoring of the melt pool dynamics in ultrasound-assisted metal 3D printing using machine learning

> Research article (Virtual and Physical Prototyping, 2023) · cited 33× · AI/ML

**Wikidata**: [openalex:W4386318525](https://www.wikidata.org/wiki/openalex:W4386318525)  
**Source**: https://4ort.xyz/entity/in-situ-monitoring-of-the-melt-pool-dynamics-in-ultrasound-assisted-metal-3d-printing-using-machine-learning