Prediction of the uniaxial compressive strength of rocks from simple index tests using a random forest predictive model

Prediction of the uniaxial compressive strength of rocks from simple index tests using a random forest predictive model

Uniaxial compressive strength (UCS) is an important mechanical parameter for stability assessments in rock mass engineering. In practice, obtaining the UCS simply, accurately and economically has attracted substantial attention. In this paper, studies related to UCS estimation using indirect tests w...

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Bibliographic Details
Main Authors: Wang, Min, Wan, Wen, Zhao, Yanlin
Format: Article
Language:English
Published: Académie des sciences 2020-03-01
Series:Comptes Rendus. Mécanique
Subjects:
Uniaxial compressive strength (UCS)
Indirect tests
Statistical analysis
Random forest algorithm
Online Access:https://comptes-rendus.academie-sciences.fr/mecanique/articles/10.5802/crmeca.3/

Internet

https://comptes-rendus.academie-sciences.fr/mecanique/articles/10.5802/crmeca.3/

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