Prediction of Rockfill Materials’ Shear Strength Using Various Kernel Function-Based Regression Models—A Comparative Perspective

Prediction of Rockfill Materials’ Shear Strength Using Various Kernel Function-Based Regression Models—A Comparative Perspective

The mechanical behavior of the rockfill materials (RFMs) used in a dam’s shell must be evaluated for the safe and cost-effective design of embankment dams. However, the characterization of RFMs with specific reference to shear strength is challenging and costly, as the materials may contain particle...

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Bibliographic Details
Main Authors: Mahmood Ahmad, Ramez A. Al-Mansob, Irfan Jamil, Mohammad A. Al-Zubi, Mohanad Muayad Sabri Sabri, Arnold C. Alguno
Format: Article
Language:English
Published: MDPI AG 2022-02-01
Series:Materials
Subjects:
shear strength
rockfill materials
Gaussian functions
polynomial kernel
radial basis function
Pearson universal kernel
Online Access:https://www.mdpi.com/1996-1944/15/5/1739

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https://www.mdpi.com/1996-1944/15/5/1739

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