# Prediction of surface roughness in extrusion-based additive manufacturing with machine learning

> Research article (Robotics and Computer-Integrated Manufacturing, 2019) · cited 427× · AI/ML

**Wikidata**: [openalex:W2909096226](https://www.wikidata.org/wiki/openalex:W2909096226)  
**Source**: https://4ort.xyz/entity/prediction-of-surface-roughness-in-extrusion-based-additive-manufacturing-with-machine-learning