# Adaptive VMD and multi-stage stabilized transformer-based long-distance forecasting for multiple shield machine tunneling parameters

> Research article (Automation in Construction, 2024) · cited 71× · AI/ML

**Wikidata**: [openalex:W4399875753](https://www.wikidata.org/wiki/openalex:W4399875753)  
**Source**: https://4ort.xyz/entity/adaptive-vmd-and-multi-stage-stabilized-transformer-based-long-distance-forecasting-for-multiple-shield-machine-tunnelin