# Improving milling force predictions: A hybrid approach integrating physics-based simulation and machine learning for remarkable accuracy across diverse unseen materials and tool types

> Research article (Journal of Manufacturing Processes, 2024) · cited 38× · AI/ML

**Wikidata**: [openalex:W4391602097](https://www.wikidata.org/wiki/openalex:W4391602097)  
**Source**: https://4ort.xyz/entity/improving-milling-force-predictions-a-hybrid-approach-integrating-physics-based-simulation-and-machine-learning-for-rema