2020
DOI: 10.20944/preprints202002.0411.v1
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Estimation of Flexible Pavement Structural Capacity Using Machine Learning Techniques

Abstract: The most common index for representing structural condition of the pavement is the structural number. The current procedure for determining structural numbers involves utilizing falling weight deflectometer and ground-penetrating radar tests, recording pavement surface deflections, and analyzing recorded deflections by back-calculation manners. This procedure has two drawbacks: 1. falling weight deflectometer and ground-penetrating radar are expensive tests, 2. back-calculation ways has some inherent shortcomi… Show more

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