# Improved prediction of shale gas productivity in the Marcellus shale using geostatistically generated well-log data and ensemble machine learning

> Research article (Computers & Geosciences, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386969354](https://www.wikidata.org/wiki/openalex:W4386969354)  
**Source**: https://4ort.xyz/entity/improved-prediction-of-shale-gas-productivity-in-the-marcellus-shale-using-geostatistically-generated-well-log-data-and-