# A machine-learning approach for predicting butyrate production by microbial consortia using metabolic network information

> Research article (PeerJ, 2025) · cited 10× · AI/ML

**Wikidata**: [openalex:W4410832628](https://www.wikidata.org/wiki/openalex:W4410832628)  
**Source**: https://4ort.xyz/entity/a-machine-learning-approach-for-predicting-butyrate-production-by-microbial-consortia-using-metabolic-network-informatio