# An improved model for gas-liquid flow pattern prediction based on machine learning

> Research article (Journal of Petroleum Science and Engineering, 2019) · cited 66× · AI/ML

**Wikidata**: [openalex:W2967002257](https://www.wikidata.org/wiki/openalex:W2967002257)  
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