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Developing Artificial Neural Network Models to Automate Spectral Analysis of Surface Wave Method in Pavements
Publisher: American Society of Civil Engineers
Abstract: The spectral analysis of surface waves (SASW) method is a nondestructive testing method of pavements based on the dispersive characteristic of seismic surface waves. The method can provide the thickness and stiffness of ...
Structural Dynamics Feature Learning Using a Supervised Variational Autoencoder
Publisher: American Society of Civil Engineers
Abstract: In this study, we propose a novel approach for learning structural dynamics and discover useful features using a supervised variational autoencoder (SVAE) with the aim of executing classification tasks that feed into ...
Moisture Content-Based Longitudinal Cracking Prediction and Evaluation Model for Low-Volume Roads over Expansive Soils
Publisher: American Society of Civil Engineers
Evaluation of Aggregate Crushing Tests and Their Correlation with Superpave Mix Design Properties
Publisher: ASCE
Abstract: This paper evaluated alternative test methods to determine the crushing potential of aggregates and documented the influence of aggregate characteristics on the engineering properties of asphalt mixes. Six aggregates sampled ...
Effect of Aggregate Gradation on Performance of Asphalt Concrete Mixtures
Publisher: ASCE
Abstract: This paper investigates the process of selecting the aggregate gradation according to the Superpave mix design specifications and evaluates the volumetric properties and mechanical performance of mixtures with perturbed ...