Deep learning

Improving Accuracy of Rutting Prediction for Mechanistic-Empirical Pavement Design Guide with Deep Neural Networks

Rutting in asphalt pavement is a critical design criterion in the Mechanistic-Empirical Pavement Design Guide (MEPDG). However, many studies have shown that the rutting transfer function in the MEPDG fails to produce reliable predictions in that it …