# Prediction of product roughness, profile, and roundness using machine learning techniques for a hard turning process

> Research article (Advances in Manufacturing, 2021) · cited 48× · AI/ML

**Wikidata**: [openalex:W3134660842](https://www.wikidata.org/wiki/openalex:W3134660842)  
**Source**: https://4ort.xyz/entity/prediction-of-product-roughness-profile-and-roundness-using-machine-learning-techniques-for-a-hard-turning-process