# Modelling and prediction of surface roughness in wire arc additive manufacturing using machine learning

> Research article (Journal of Intelligent Manufacturing, 2021) · cited 235× · AI/ML

**Wikidata**: [openalex:W3121721182](https://www.wikidata.org/wiki/openalex:W3121721182)  
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