# Machine learning with hyperparameter optimization applied in facies-supported permeability modeling in carbonate oil reservoirs

> Research article (Scientific Reports, 2025) · cited 20× · AI/ML

**Wikidata**: [openalex:W4409444883](https://www.wikidata.org/wiki/openalex:W4409444883)  
**Source**: https://4ort.xyz/entity/machine-learning-with-hyperparameter-optimization-applied-in-facies-supported-permeability-modeling-in-carbonate-oil-res