# Prediction of Maximum Tunnel Uplift Caused by Overlying Excavation Using XGBoost Algorithm with Bayesian Optimization

> Research article (Applied Sciences, 2023) · cited 18× · AI/ML

**Wikidata**: [openalex:W4386219717](https://www.wikidata.org/wiki/openalex:W4386219717)  
**Source**: https://4ort.xyz/entity/prediction-of-maximum-tunnel-uplift-caused-by-overlying-excavation-using-xgboost-algorithm-with-bayesian-optimization