Prediction and validation of alternative fillers used in micro surfacing mix-design using machine learning techniques
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DOI: 10.1016/j.conbuildmat.2019.02.136
Abstract: Abstract In this study regression analysis using machine learning models was investigated to predict and validate the composition of alternative mineral filler in micro surfacing mix design. To generate the data, 168 experiments were conducted… read more here.
Keywords: mix design; machine; micro surfacing; alternative fillers ... See more keywords
Alternative Fillers in Asphalt Concrete Mixtures: Laboratory Investigation and Machine Learning Modeling towards Mechanical Performance Prediction
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DOI: 10.3390/ma16020807
Abstract: In recent years, due to the reduction in available natural resources, the attention of many researchers has been focused on the reuse of recycled materials and industrial waste in common engineering applications. This paper discusses… read more here.
Keywords: machine learning; mechanical performance; alternative fillers; dust ... See more keywords