Deterioration Modeling of Flexible Pavements Based on As-Produced and As-Constructed Properties

Author:

Hosseini Arash1ORCID,Faheem Ahmed2ORCID,Titi Hani3ORCID,Schwandt Scot4

Affiliation:

1. Pavement and Geotechnical Engineer, Terracon Consultants, Inc., 4685 South Ash Ave., Phoenix, AZ 85044 (corresponding author). ORCID: .

2. Associate Professor, Dept. of Civil and Environmental Engineering, Temple Univ., 1947 N 12th St., Philadelphia, PA 19122. ORCID: .

3. Professor, Dept. of Civil and Environmental Engineering, Univ. of Wisconsin-Milwaukee, 3200 N. Cramer St., Milwaukee, WI 53211. ORCID: .

4. Senior Pavement Engineer, Kiewit Infrastructure Engineers, 9780 Mount Pyramid Ct., Englewood, CO 80112.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Transportation,Civil and Structural Engineering

Reference47 articles.

1. Data mining with decision trees and decision rules;Apté C.;Future Gener. Comput. Syst.,1997

2. Pavement condition index, international roughness index, ride quality, prediction, urban areas; pavement condition index, international roughness index, ride quality, prediction, urban areas;Arhin S. A.;J. Civ. Eng. Res.,2015

3. Neural network based model for estimation of the level of anisotropy of unbound aggregate systems;Ashtiani R. S.;Transp. Geotech.,2018

4. Analysis of learning rate and momentum term in backpropagation neural network algorithm trained to predict pavement performance

5. Multivariate adaptive regression (MARS) and hinged hyperplanes (HHP) for doweled pavement performance modeling

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