# Attention-based LSTM predictive model for the attitude and position of shield machine in tunneling

> Research article (Underground Space, 2023) · cited 107× · AI/ML

**Wikidata**: [openalex:W4382786541](https://www.wikidata.org/wiki/openalex:W4382786541)  
**Source**: https://4ort.xyz/entity/attention-based-lstm-predictive-model-for-the-attitude-and-position-of-shield-machine-in-tunneling