# Estimating the penetration rate of tunnel boring machines via gradient boosting algorithms

> Research article (Engineering Applications of Artificial Intelligence, 2024) · cited 28× · AI/ML

**Wikidata**: [openalex:W4400766144](https://www.wikidata.org/wiki/openalex:W4400766144)  
**Source**: https://4ort.xyz/entity/estimating-the-penetration-rate-of-tunnel-boring-machines-via-gradient-boosting-algorithms