# Real-time prediction of tunnel face conditions using XGBoost Random Forest algorithm

> Research article (Frontiers of Structural and Civil Engineering, 2023) · cited 36× · AI/ML

**Wikidata**: [openalex:W4391134688](https://www.wikidata.org/wiki/openalex:W4391134688)  
**Source**: https://4ort.xyz/entity/real-time-prediction-of-tunnel-face-conditions-using-xgboost-random-forest-algorithm