# Predictive control for a single-blow cold upsetting using surrogate modeling for a digital twin

> Research article (International Journal of Material Forming, 2023) · cited 10× · AI/ML

**Wikidata**: [openalex:W4389301252](https://www.wikidata.org/wiki/openalex:W4389301252)  
**Source**: https://4ort.xyz/entity/predictive-control-for-a-single-blow-cold-upsetting-using-surrogate-modeling-for-a-digital-twin