# Machine learning for metal additive manufacturing: predicting temperature and melt pool fluid dynamics using physics-informed neural networks

> Research article (Computational Mechanics, 2021) · cited 450× · AI/ML

**Wikidata**: [openalex:W3119602513](https://www.wikidata.org/wiki/openalex:W3119602513)  
**Source**: https://4ort.xyz/entity/machine-learning-for-metal-additive-manufacturing-predicting-temperature-and-melt-pool-fluid-dynamics-using-physics-info