# Oil production forecasting using deep learning for shale oil wells under variable gas-oil and water-oil ratios

> Research article (Petroleum Science and Technology, 2021) · cited 29× · AI/ML

**Wikidata**: [openalex:W3214015777](https://www.wikidata.org/wiki/openalex:W3214015777)  
**Source**: https://4ort.xyz/entity/oil-production-forecasting-using-deep-learning-for-shale-oil-wells-under-variable-gas-oil-and-water-oil-ratios