# Gas–Liquid Two-Phase Flow Pattern Identification of a Centrifugal Pump Based on SMOTE and Artificial Neural Network

> Research article (Micromachines, 2021) · cited 17× · AI/ML

**Wikidata**: [openalex:W4200217342](https://www.wikidata.org/wiki/openalex:W4200217342)  
**Source**: https://4ort.xyz/entity/gasliquid-two-phase-flow-pattern-identification-of-a-centrifugal-pump-based-on-smote-and-artificial-neural-network