Modeling resilient modulus of subgrade soils using LSSVM optimized with swarm intelligence algorithms

Abstract Resilient modulus (Mr) of subgrade soils is one of the crucial inputs in pavement structural design methods. However, the spatial variability of soil properties and the nature of test protocols, the laboratory determination of Mr has become inexpedient. This paper aims to design an accurate...

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Bibliographic Details
Main Authors: Abdelhalim Azam, Abidhan Bardhan, Mosbeh R. Kaloop, Pijush Samui, Fayez Alanazi, Majed Alzara, Ahmed M. Yosri
Format: Article
Language:English
Published: Nature Portfolio 2022-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-17429-z