# Prediction of Oil–Water Two-Phase Flow Patterns Based on Bayesian Optimisation of the XGBoost Algorithm

> Research article (Processes, 2024) · cited 11× · AI/ML

**Wikidata**: [openalex:W4401422408](https://www.wikidata.org/wiki/openalex:W4401422408)  
**Source**: https://4ort.xyz/entity/prediction-of-oilwater-two-phase-flow-patterns-based-on-bayesian-optimisation-of-the-xgboost-algorithm