# Physics-informed neural networks for multi-stage Koopman modeling of microbial fermentation processes

> Research article (Journal of Process Control, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4402631393](https://www.wikidata.org/wiki/openalex:W4402631393)  
**Source**: https://4ort.xyz/entity/physics-informed-neural-networks-for-multi-stage-koopman-modeling-of-microbial-fermentation-processes