# Mass flow characteristics prediction of refrigerants through electronic expansion valve based on XGBoost

> Research article (International Journal of Refrigeration, 2023) · cited 25× · AI/ML

**Wikidata**: [openalex:W4389580995](https://www.wikidata.org/wiki/openalex:W4389580995)  
**Source**: https://4ort.xyz/entity/mass-flow-characteristics-prediction-of-refrigerants-through-electronic-expansion-valve-based-on-xgboost