# Towards TBM Automation: On-The-Fly Characterization and Classification of Ground Conditions Ahead of a TBM Using Data-Driven Approach

> Research article (Applied Sciences, 2021) · cited 35× · AI/ML

**Wikidata**: [openalex:W3122672923](https://www.wikidata.org/wiki/openalex:W3122672923)  
**Source**: https://4ort.xyz/entity/towards-tbm-automation-on-the-fly-characterization-and-classification-of-ground-conditions-ahead-of-a-tbm-using-data-dri