# Physics-based and data-driven modeling for biomanufacturing 4.0

> Research article (Manufacturing Letters, 2023) · cited 16× · AI/ML

**Wikidata**: [openalex:W4376648992](https://www.wikidata.org/wiki/openalex:W4376648992)  
**Source**: https://4ort.xyz/entity/physics-based-and-data-driven-modeling-for-biomanufacturing-4-0