# A hybrid machine learning approach based study of production forecasting and factors influencing the multiphase flow through surface chokes

> Research article (Petroleum, 2023) · cited 34× · AI/ML

**Wikidata**: [openalex:W4379878071](https://www.wikidata.org/wiki/openalex:W4379878071)  
**Source**: https://4ort.xyz/entity/a-hybrid-machine-learning-approach-based-study-of-production-forecasting-and-factors-influencing-the-multiphase-flow-thr
