Evaluation of measured and predicted resilient modulus of rubberized Stone Mastic Asphalt (SMA) modified with truck tire rubber powder
Sign Up to like & getrecommendations! Published in 2021 at "Case Studies in Construction Materials"
DOI: 10.1016/j.cscm.2021.e00633
Abstract: Abstract Rubberized asphalt is known for its elastic deformation recovery and good resilience in response to loads owing to the elastic characteristics of tire rubber powder. There are several methods for the prediction of the… read more here.
Keywords: stiffness modulus; sma; asphalt; modulus ... See more keywords
Stiffness Modulus and Marshall Parameters of Hot Mix Asphalts: Laboratory Data Modeling by Artificial Neural Networks Characterized by Cross-Validation
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DOI: 10.3390/app9173502
Abstract: The present paper discusses the analysis and modeling of laboratory data regarding the mechanical characterization of hot mix asphalt (HMA) mixtures for road pavements, by means of artificial neural networks (ANNs). The HMAs investigated were… read more here.
Keywords: laboratory data; neural networks; cross validation; hot mix ... See more keywords
Volumetric Properties and Stiffness Modulus of Asphalt Concrete Mixtures Made with Selected Quarry Fillers: Experimental Investigation and Machine Learning Prediction
Sign Up to like & getrecommendations! Published in 2023 at "Materials"
DOI: 10.3390/ma16031017
Abstract: In recent years, the attention of many researchers in the field of pavement engineering has focused on the search for alternative fillers that could replace Portland cement and traditional limestone in the production of asphalt… read more here.
Keywords: investigation machine; experimental investigation; machine learning; selected quarry ... See more keywords