# The Machine Learning Life Cycle in Chemical Operations – Status and Open Challenges

> Research article (Chemie Ingenieur Technik, 2021) · cited 23× · AI/ML

**Wikidata**: [openalex:W3214462694](https://www.wikidata.org/wiki/openalex:W3214462694)  
**Source**: https://4ort.xyz/entity/the-machine-learning-life-cycle-in-chemical-operations-status-and-open-challenges