# Predicting formation damage of oil fields due to mineral scaling during water-flooding operations: Gradient boosting decision tree and cascade-forward back-propagation network

> Research article (Journal of Petroleum Science and Engineering, 2021) · cited 62× · AI/ML

**Wikidata**: [openalex:W3188075948](https://www.wikidata.org/wiki/openalex:W3188075948)  
**Source**: https://4ort.xyz/entity/predicting-formation-damage-of-oil-fields-due-to-mineral-scaling-during-water-flooding-operations-gradient-boosting-deci
