# A novel machine learning-based approach for in-situ surface roughness prediction in laser powder-bed fusion

> Research article (Additive manufacturing, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4401502431](https://www.wikidata.org/wiki/openalex:W4401502431)  
**Source**: https://4ort.xyz/entity/a-novel-machine-learning-based-approach-for-in-situ-surface-roughness-prediction-in-laser-powder-bed-fusion