# Prediction of the tunnelling advance speed of a super-large-diameter shield machine based on a KF-CNN-BiGRU hybrid neural network

> Research article (Measurement, 2024) · cited 28× · AI/ML

**Wikidata**: [openalex:W4393132110](https://www.wikidata.org/wiki/openalex:W4393132110)  
**Source**: https://4ort.xyz/entity/prediction-of-the-tunnelling-advance-speed-of-a-super-large-diameter-shield-machine-based-on-a-kf-cnn-bigru-hybrid-neura