# A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns

> Research article (Expert Systems with Applications, 2022) · cited 88× · AI/ML

**Wikidata**: [openalex:W4294878358](https://www.wikidata.org/wiki/openalex:W4294878358)  
**Source**: https://4ort.xyz/entity/a-hybrid-deep-learning-approach-for-dynamic-attitude-and-position-prediction-in-tunnel-construction-considering-spatio-t