# Predicting Alcohol Concentration during Beer Fermentation Using Ultrasonic Measurements and Machine Learning

> Research article (Fermentation, 2021) · cited 31× · AI/ML

**Wikidata**: [openalex:W3134693701](https://www.wikidata.org/wiki/openalex:W3134693701)  
**Source**: https://4ort.xyz/entity/predicting-alcohol-concentration-during-beer-fermentation-using-ultrasonic-measurements-and-machine-learning
