# A physical constraint-based machine learning model for shale oil production prediction

> Research article (Physics of Fluids, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4401888672](https://www.wikidata.org/wiki/openalex:W4401888672)  
**Source**: https://4ort.xyz/entity/a-physical-constraint-based-machine-learning-model-for-shale-oil-production-prediction