Efficient Seismic Stability Analysis of Embankment Slopes Subjected to Water Level Changes Using Gradient Boosting Algorithms

Embankments are widespread throughout the world and their safety under seismic conditions is a primary concern in the geotechnical engineering community since the failure events may lead to disastrous consequences. This study proposes an efficient seismic slope stability analysis approach by introdu...

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Vydané v:	Frontiers in earth science (Lausanne) Ročník 9
Hlavní autori:	Wang, Luqi, Wu, Jiahao, Zhang, Wengang, Wang, Lin, Cui, Wei
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Frontiers Media S.A 02.12.2021
Predmet:	CatBoost embankment LightGBM machine learning seismic slope stability XGBoost
ISSN:	2296-6463, 2296-6463
On-line prístup:	Získať plný text
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