# Utilising machine learning algorithms to predict the Marshall characteristics of asphalt pavement layers

> Research article (Innovative Infrastructure Solutions, 2024) · cited 10× · AI/ML

**Wikidata**: [openalex:W4402535209](https://www.wikidata.org/wiki/openalex:W4402535209)  
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