# Prediction of void fraction for gas–liquid flow in horizontal, upward and downward inclined pipes using artificial neural network

> Research article (International Journal of Multiphase Flow, 2016) · cited 45× · AI/ML

**Wikidata**: [openalex:W2513045195](https://www.wikidata.org/wiki/openalex:W2513045195)  
**Source**: https://4ort.xyz/entity/prediction-of-void-fraction-for-gasliquid-flow-in-horizontal-upward-and-downward-inclined-pipes-using-artificial-neural-
