# Machine learning approach for intelligent prediction of petroleum upstream stuck pipe challenge in oil and gas industry

> Research article (Environment Development and Sustainability, 2022) · cited 45× · AI/ML

**Wikidata**: [openalex:W4229375964](https://www.wikidata.org/wiki/openalex:W4229375964)  
**Source**: https://4ort.xyz/entity/machine-learning-approach-for-intelligent-prediction-of-petroleum-upstream-stuck-pipe-challenge-in-oil-and-gas-industry