# Unfavorable geology recognition in front of shallow tunnel face using machine learning

> Research article (Computers and Geotechnics, 2023) · cited 44× · AI/ML

**Wikidata**: [openalex:W4321485636](https://www.wikidata.org/wiki/openalex:W4321485636)  
**Source**: https://4ort.xyz/entity/unfavorable-geology-recognition-in-front-of-shallow-tunnel-face-using-machine-learning