# Data-driven real-time advanced geological prediction in tunnel construction using a hybrid deep learning approach

> Research article (Automation in Construction, 2022) · cited 68× · AI/ML

**Wikidata**: [openalex:W4310020388](https://www.wikidata.org/wiki/openalex:W4310020388)  
**Source**: https://4ort.xyz/entity/data-driven-real-time-advanced-geological-prediction-in-tunnel-construction-using-a-hybrid-deep-learning-approach