# Prediction of two-phase flow patterns in upward inclined pipes via deep learning

> Research article (Energy, 2020) · cited 130× · AI/ML

**Wikidata**: [openalex:W3049349475](https://www.wikidata.org/wiki/openalex:W3049349475)  
**Source**: https://4ort.xyz/entity/prediction-of-two-phase-flow-patterns-in-upward-inclined-pipes-via-deep-learning