# Artificial intelligence in oil and gas upstream: Trends, challenges, and scenarios for the future

> Research article (Energy and AI, 2020) · cited 251× · AI/ML

**Wikidata**: [openalex:W3117732367](https://www.wikidata.org/wiki/openalex:W3117732367)  
**Source**: https://4ort.xyz/entity/artificial-intelligence-in-oil-and-gas-upstream-trends-challenges-and-scenarios-for-the-future