Evaluation of a Machine Learning Approach for Temperature Prediction in Pavement Base and Subgrade Layers in Alberta, Canada-Reference-Cited by-同舟云学术

Evaluation of a Machine Learning Approach for Temperature Prediction in Pavement Base and Subgrade Layers in Alberta, Canada

Published:2023-03 Issue:1 Volume:149 Page:
ISSN:2573-5438
Container-title:Journal of Transportation Engineering, Part B: Pavements
language:en
Short-container-title:J. Transp. Eng., Part B: Pavements

Author:

Huang Yunyan¹,Molavi Nojumi Mohamad²,Hashemian Leila³,Bayat Alireza⁴

Affiliation:

1. Ph.D. Student, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 1H9.

2. Postdoctoral Fellow, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 1H9.

3. Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 1H9.

4. Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 1H9 (corresponding author).

Publisher

American Society of Civil Engineers (ASCE)

Subject

Transportation,Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/JPEODX.PVENG-1010

Reference31 articles.

1. AASHTO. 2008. Mechanistic-empirical pavement design guide: A manual of practice. Washington, DC: AASHTO.

2. Measurement of dynamic modulus and master curve modeling of hot mix asphalt from Senegal (West Africa);Aidara M. L. C.;Stud. Eng. Technol.,2015

3. Prediction of asphalt pavement temperature profile with finite control volume method;Alavi M. Z.;Transp. Res. Rec.,2014

4. Arellano D. 2007. “Consideration of differential icing conditions in the design of pavement systems overlying Geofoam lightweight fills.” In Proc. 86th Annual Meeting. Transportation Research Board. Washington DC: Transportation Research Board.

5. Development of statistical temperature prediction models for a test road in Edmonton, Alberta, Canada;Asefzadeh A.;Int. J. Pavement Res. Technol.,2017

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