# Unsupervised machine learning-based multi-attributes analysis for enhancing gas channel detection and facies classification in the serpent field, offshore Nile Delta, Egypt

> Research article (Geomechanics and Geophysics for Geo-Energy and Geo-Resources, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4404753556](https://www.wikidata.org/wiki/openalex:W4404753556)  
**Source**: https://4ort.xyz/entity/unsupervised-machine-learning-based-multi-attributes-analysis-for-enhancing-gas-channel-detection-and-facies-classificat