# Comparison of mechanistic and hybrid modeling approaches for characterization of a CHO cultivation process: Requirements, pitfalls and solution paths

> Research article (Biotechnology Journal, 2022) · cited 36× · AI/ML

**Wikidata**: [openalex:W4309159259](https://www.wikidata.org/wiki/openalex:W4309159259)  
**Source**: https://4ort.xyz/entity/comparison-of-mechanistic-and-hybrid-modeling-approaches-for-characterization-of-a-cho-cultivation-process-requirements-