# Application of deep neural networks in predicting the penetration rate of tunnel boring machines

> Research article (Bulletin of Engineering Geology and the Environment, 2019) · cited 146× · AI/ML

**Wikidata**: [openalex:W2946640301](https://www.wikidata.org/wiki/openalex:W2946640301)  
**Source**: https://4ort.xyz/entity/application-of-deep-neural-networks-in-predicting-the-penetration-rate-of-tunnel-boring-machines