# Prediction of Marshall design parameters of asphalt mixtures via machine learning algorithms based on literature data

> Research article (Road Materials and Pavement Design, 2023) · cited 13× · AI/ML

**Wikidata**: [openalex:W4377821683](https://www.wikidata.org/wiki/openalex:W4377821683)  
**Source**: https://4ort.xyz/entity/prediction-of-marshall-design-parameters-of-asphalt-mixtures-via-machine-learning-algorithms-based-on-literature-data