# Probabilistic approach of a flow pattern map for horizontal, vertical, and inclined pipes

> Research article (Oil & Gas Science and Technology – Revue d’IFP Energies nouvelles, 2019) · cited 20× · AI/ML

**Wikidata**: [openalex:W2971087668](https://www.wikidata.org/wiki/openalex:W2971087668)  
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