# Digital twin-driven surface roughness prediction and process parameter adaptive optimization

> Research article (Advanced Engineering Informatics, 2021) · cited 123× · AI/ML

**Wikidata**: [openalex:W3216105028](https://www.wikidata.org/wiki/openalex:W3216105028)  
**Source**: https://4ort.xyz/entity/digital-twin-driven-surface-roughness-prediction-and-process-parameter-adaptive-optimization