# Data-driven multi-output prediction for TBM performance during tunnel excavation: An attention-based graph convolutional network approach

> Research article (Automation in Construction, 2022) · cited 112× · AI/ML

**Wikidata**: [openalex:W4281742428](https://www.wikidata.org/wiki/openalex:W4281742428)  
**Source**: https://4ort.xyz/entity/data-driven-multi-output-prediction-for-tbm-performance-during-tunnel-excavation-an-attention-based-graph-convolutional-