Method and application of stability prediction model for rock slope

Abstract Slope instability is a prevalent dynamic disaster encountered in the construction of geotechnical engineering projects. Intelligent detection and early warning systems serve as crucial measures for preventing and controlling slope instability. To accurately and efficiently predict the stabi...

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Principais autores:	Yun Qi, Chenhao Bai, Xuping Li, Hongfei Duan, Wei Wang, Qingjie Qi
Format:	Artigo
Jezik:	Inglês
Izdano:	Nature Portfolio 2025-05-01
Serija:	Scientific Reports
Teme:	Slope stability Newton raphson based optimizer (NRBO) eXtreme gradient boosting (XGBoost) Synthetic minority oversampling technique (SMOTE) Shapley additive explanations (SHAP)
Online dostop:	https://doi.org/10.1038/s41598-025-01988-y
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