Improved estimation of dynamic modulus for hot mix asphalt using deep learning

Author:

Gong Hongren,Sun Yiren,Dong Yuanshuai,Han Bingye,Polaczyk Pawel,Hu Wei,Huang Baoshan

Publisher

Elsevier BV

Subject

General Materials Science,Building and Construction,Civil and Structural Engineering

Reference56 articles.

1. M. Witczak, Simple Performance Tests: Summary of Recommended Methods and Database, number 547 in NCHRP Report, Transportation Research Board, Washington, D.C., 2006.https://doi.org/10.17226/13949.

2. M. W. Witzcak (Ed.), Simple Performance Test for Superpave Mix Design, number 465 in NCHRP Report, National Academy Press, Washington, D.C., 2002. OCLC: ocm49686914.

3. ARA, Guide for Mechanistic-Empirical Design of New and Rehabilitated Pavement Structures, Final Report NCHRP 01-37A, ARA, Inc. ERES Consultants Devision, Champaign, Illinois, 2004.

4. C. W. Schwartz, Evaluation of the Witczak dynamic modulus prediction model, in: Proceedings of the 84th Annual Meeting of the Transportation Research Board, Washington, DC, 05-2112, 2005.

5. Development of a Revised Predictive Model for the Dynamic (Complex) Modulus of Asphalt Mixtures, Interim Report NCHRP 1-37A;Andrei,1999

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