# Gas-liquid two-phase flow rates measurement using physics-guided deep learning

> Research article (International Journal of Multiphase Flow, 2023) · cited 38× · AI/ML

**Wikidata**: [openalex:W4321341124](https://www.wikidata.org/wiki/openalex:W4321341124)  
**Source**: https://4ort.xyz/entity/gas-liquid-two-phase-flow-rates-measurement-using-physics-guided-deep-learning