Optimizing asphalt mix design through predicting effective ...
2.4. Mixture design dataset. All the input and the target variables fed into ML models are mixtures compacted by SGCs. Properties of asphalt mixture components and asphalt mixtures in different projects are collected from the literature , , , , , , , , , .The asphalt binders used in these mixtures are all selected based on the PG grading system, and the consensus properties of aggregates
