# Soft ground tunnel lithology classification using clustering-guided light gradient boosting machine

> Research article (Journal of Rock Mechanics and Geotechnical Engineering, 2023) · cited 50× · AI/ML

**Wikidata**: [openalex:W4327560470](https://www.wikidata.org/wiki/openalex:W4327560470)  
**Source**: https://4ort.xyz/entity/soft-ground-tunnel-lithology-classification-using-clustering-guided-light-gradient-boosting-machine