# Surface settlement prediction for urban tunneling using machine learning algorithms with Bayesian optimization

> Research article (Automation in Construction, 2022) · cited 128× · AI/ML

**Wikidata**: [openalex:W4280587471](https://www.wikidata.org/wiki/openalex:W4280587471)  
**Source**: https://4ort.xyz/entity/surface-settlement-prediction-for-urban-tunneling-using-machine-learning-algorithms-with-bayesian-optimization