# Tunnel performance prediction through degradation inspection and digital twin construction

> Research article (Tunnelling and Underground Space Technology, 2023) · cited 27× · AI/ML

**Wikidata**: [openalex:W4389637413](https://www.wikidata.org/wiki/openalex:W4389637413)  
**Source**: https://4ort.xyz/entity/tunnel-performance-prediction-through-degradation-inspection-and-digital-twin-construction