# Roughness prediction using machine learning models in hard turning: an approach to avoid rework and scrap

> Research article (The International Journal of Advanced Manufacturing Technology, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4399827734](https://www.wikidata.org/wiki/openalex:W4399827734)  
**Source**: https://4ort.xyz/entity/roughness-prediction-using-machine-learning-models-in-hard-turning-an-approach-to-avoid-rework-and-scrap