# Deep learning based liquid level extraction from video observations of gas–liquid flows

> Research article (International Journal of Multiphase Flow, 2022) · cited 13× · AI/ML

**Wikidata**: [openalex:W4295129632](https://www.wikidata.org/wiki/openalex:W4295129632)  
**Source**: https://4ort.xyz/entity/deep-learning-based-liquid-level-extraction-from-video-observations-of-gasliquid-flows