Slope Stability Assessment Using an Optuna-TPE-Optimized CatBoost Model

Slope stability assessment is a critical component of engineering safety. Conventional analytical methods frequently struggle to integrate heterogeneous slope data and model intricate failure mechanisms, thereby constraining their efficacy in practical engineering scenarios. To tackle these issues,...

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Prif Awduron:	Liangcheng Wang, Chengliang Zhang, Wei Wang, Tao Deng, Tao Ma, Pei Shuai
Fformat:	Artigo
Iaith:	Inglês
Cyhoeddwyd:	MDPI AG 2025-08-01
Cyfres:	Eng
Pynciau:	slope stability assessment optuna-TPE algorithm CatBoost hyperparameter optimization machine learning geotechnical engineering
Mynediad Ar-lein:	https://www.mdpi.com/2673-4117/6/8/185
Tagiau:	Ychwanegu Tag Dim Tagiau, Byddwch y cyntaf i dagio'r cofnod hwn!