# Improved 1,3-propanediol production with maintained physical conditions and optimized media composition: Validation with statistical and neural approach

> Research article (Biochemical Engineering Journal, 2017) · cited 16× · AI/ML

**Wikidata**: [openalex:W2735192531](https://www.wikidata.org/wiki/openalex:W2735192531)  
**Source**: https://4ort.xyz/entity/improved-1-3-propanediol-production-with-maintained-physical-conditions-and-optimized-media-composition-validation-with-