# Prediction of lining upward movement during shield tunneling using machine learning algorithms and field monitoring data

> Research article (Transportation Geotechnics, 2023) · cited 43× · AI/ML

**Wikidata**: [openalex:W4366606545](https://www.wikidata.org/wiki/openalex:W4366606545)  
**Source**: https://4ort.xyz/entity/prediction-of-lining-upward-movement-during-shield-tunneling-using-machine-learning-algorithms-and-field-monitoring-data
