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O. O. Apara

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Open access Sep 2026

Predicting Rutting Deformation in Flexible Pavements of Southwest Nigeria: A Machine Learning-Based Surrogate Model Derived from 3D Finite Element Analysis

Rutting deformation in flexible pavements of Southwest Nigeria constitutes a persistent infrastructure failure. Existing CBR-based design methods do not adequately capture the multi-variable interaction between subgrade stiffness, pavement thickness, and traffic loading, while three-dimensional finite element analysis...

O. O. Apara, F. Akintayo · 0 citations

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