# Stability prediction of underground entry-type excavations based on particle swarm optimization and gradient boosting decision tree

> Research article (Underground Space, 2022) · cited 42× · AI/ML

**Wikidata**: [openalex:W4312052090](https://www.wikidata.org/wiki/openalex:W4312052090)  
**Source**: https://4ort.xyz/entity/stability-prediction-of-underground-entry-type-excavations-based-on-particle-swarm-optimization-and-gradient-boosting-de