# Hybrid data-driven framework for shale gas production performance analysis via game theory, machine learning, and optimization approaches

> Research article (Petroleum Science, 2022) · cited 36× · AI/ML

**Wikidata**: [openalex:W4226440478](https://www.wikidata.org/wiki/openalex:W4226440478)  
**Source**: https://4ort.xyz/entity/hybrid-data-driven-framework-for-shale-gas-production-performance-analysis-via-game-theory-machine-learning-and-optimiza