# Machine-learning predictions of the shale wells’ performance

> Research article (Journal of Natural Gas Science and Engineering, 2021) · cited 43× · AI/ML

**Wikidata**: [openalex:W3132663141](https://www.wikidata.org/wiki/openalex:W3132663141)  
**Source**: https://4ort.xyz/entity/machine-learning-predictions-of-the-shale-wells-performance
