# Predicting occurrence of liquefaction-induced lateral spreading using gradient boosting algorithms integrated with particle swarm optimization: PSO-XGBoost, PSO-LightGBM, and PSO-CatBoost

> Research article (Acta Geotechnica, 2023) · cited 124× · AI/ML

**Wikidata**: [openalex:W4313481885](https://www.wikidata.org/wiki/openalex:W4313481885)  
**Source**: https://4ort.xyz/entity/predicting-occurrence-of-liquefaction-induced-lateral-spreading-using-gradient-boosting-algorithms-integrated-with-parti