# Predicting shield position deviation based on double-path hybrid deep neural networks

> Research article (Automation in Construction, 2023) · cited 37× · AI/ML

**Wikidata**: [openalex:W4320036494](https://www.wikidata.org/wiki/openalex:W4320036494)  
**Source**: https://4ort.xyz/entity/predicting-shield-position-deviation-based-on-double-path-hybrid-deep-neural-networks