Experimental Evaluation and Modeling of Polymer Nanocomposite Modified Asphalt Binder Using ANN and ANFIS

Author:

Alas Mustafa1,Ali Shaban Ismael Albrka2,Abdulhadi Yassin3,Abba S. I.4

Affiliation:

1. Ph.D. Candidate, Faculty of Civil and Environmental Engineering, Dept. of Civil Engineering, Near East Univ., Near East Blvd., Nicosia, North Cyprus 99138, Turkey (corresponding author).

2. Lecturer, Faculty of Civil and Environmental Engineering, Dept. of Civil Engineering, Near East Univ., Near East Blvd., Nicosia, North Cyprus 99138, Turkey.

3. Faculty of Civil and Environmental Engineering, Dept. of Civil Engineering, Near East Univ., Near East Blvd., Nicosia, North Cyprus 99138, Turkey.

4. Dept. of Physical Planning Development, Yusuf Maitama Sule Univ., Kano 700221, Nigeria.

Publisher

American Society of Civil Engineers (ASCE)

Subject

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

Reference53 articles.

1. AASHTO. 2002. Standard specification for performance-graded asphalt binder. AASHTO M320. Washington DC: AASHTO.

2. AASHTO. 2019. Standard method of test for determining the rheological properties of asphalt binder using a dynamic shear rheometer (DSR). AASHTO T315. Washington DC: AASHTO.

3. River water modelling prediction using multi-linear regression, artificial neural network, and adaptive neuro-fuzzy inference system techniques

4. Emerging evolutionary algorithm integrated with kernel principal component analysis for modeling the performance of a water treatment plant

5. Predicting complex shear modulus using artificial neural networks;Abedali A. H.;J. Civ. Eng. Constr. Technol.,2015

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