# Prediction of the drag reduction effect of pulsating pipe flow based on machine learning

> Research article (International Journal of Heat and Fluid Flow, 2021) · cited 24× · AI/ML

**Wikidata**: [openalex:W3128524438](https://www.wikidata.org/wiki/openalex:W3128524438)  
**Source**: https://4ort.xyz/entity/prediction-of-the-drag-reduction-effect-of-pulsating-pipe-flow-based-on-machine-learning
