# Knowledge-based neural network for surface roughness prediction of ball-end milling

> Research article (Mechanical Systems and Signal Processing, 2023) · cited 41× · AI/ML

**Wikidata**: [openalex:W4324394955](https://www.wikidata.org/wiki/openalex:W4324394955)  
**Source**: https://4ort.xyz/entity/knowledge-based-neural-network-for-surface-roughness-prediction-of-ball-end-milling