Support Vector Machine (SVM) Application for Uniaxial Compression Strength (UCS) Prediction: A Case Study for Maragheh Limestone

Support Vector Machine (SVM) Application for Uniaxial Compression Strength (UCS) Prediction: A Case Study for Maragheh Limestone

The geomechanical properties of rock materials, such as uniaxial compression strength (UCS), are the main requirements for geo-engineering design and construction. A proper understanding of UCS has a significant impression on the safe design of different foundations on rocks. So, applying fast and r...

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Bibliographic Details
Main Authors: Ahmed Cemiloglu, Licai Zhu, Sibel Arslan, Jinxia Xu, Xiaofeng Yuan, Mohammad Azarafza, Reza Derakhshani
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Applied Sciences
Subjects:
uniaxial compression strength
support vector machine
fitting curves
prediction performance
limestone
Online Access:https://www.mdpi.com/2076-3417/13/4/2217

Internet

https://www.mdpi.com/2076-3417/13/4/2217

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