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Bayesian optimization-enhanced ensemble learning for the uniaxial compressive strength prediction of natural rock and its application

Engineering disasters, such as rockburst and collapse, are closely related to structural instability caused by insufficient bearing capacity of geological materials. Uniaxial compressive strength (UCS) holds considerable significance in rock engineering projects. Consequently, this study endeavors t...

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Principais autores: Chukwuemeka Daniel, Xin Yin, Xing Huang, Jamiu Ajibola Busari, Amos Izuchukwu Daniel, Honggan Yu, Yucong Pan
Format: Artigo
Sprog:Inglês
Udgivet: KeAi Communications Co., Ltd. 2024-09-01
Serier:Geohazard Mechanics
Fag:
Rock mechanics
Uniaxial compressive strength
Prediction model
Ensemble learning
Bayesian optimization
Online adgang:http://www.sciencedirect.com/science/article/pii/S294974182400027X
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