A Machine-Learning Approach for Extracting Modulus of Compacted Unbound Aggregate Base and Subgrade Materials Using Intelligent Compaction Technology

A Machine-Learning Approach for Extracting Modulus of Compacted Unbound Aggregate Base and Subgrade Materials Using Intelligent Compaction Technology

This study presents a rigorous approach for the extraction of the modulus of soil and unbound aggregate base materials for quality management using intelligent compaction (IC) technology. The proposed approach makes use of machine-learning methods in tandem with IC technology and modulus-based spot...

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Bibliographic Details
Main Authors: Aria Fathi, Cesar Tirado, Sergio Rocha, Mehran Mazari, Soheil Nazarian
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Infrastructures
Subjects:
quality management
earthworks
intelligent compaction
nondestructive testing
artificial intelligence
modulus
Online Access:https://www.mdpi.com/2412-3811/6/10/142

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