# Fragility assessment of tunnels in soft soils using artificial neural networks

> Research article (Underground Space, 2021) · cited 60× · AI/ML

**Wikidata**: [openalex:W3199088976](https://www.wikidata.org/wiki/openalex:W3199088976)  
**Source**: https://4ort.xyz/entity/fragility-assessment-of-tunnels-in-soft-soils-using-artificial-neural-networks