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Habib Akbarzadeh Bengar

Habib Akbarzadeh Bengar

Academic rank: Associate Professor
ORCID:
Education: PhD.
ScopusId:
Faculty: Faculty of Technology and Engineering
Address: Babolsar-University of Mazandaran-Department of Civil Engineering
Phone: 09111165785

Research

Title
Genetic Prediction of Compressive Strength of Concrete Containing Clinoptilolite
Type
Presentation
Keywords
gene expression programming, concrete, clinoptilolite, compressive strength, prediction.
Year
2019
Researchers Amir Ali Shahmansouri ، Habib Akbarzadeh Bengar

Abstract

Gene expression programming (GEP) has been broadly applied to predict the various properties of concrete. For predicting compressive strength of concrete containing clinoptilolite, various models were proposed by using GEP. To construct the models, experimental data were obtained through manufacturing in the laboratory. From the total dataset, 80% were utilized in the training stage and the continued 20% in the testing stage. Eight input parameters comprising the age of the specimen, cement content, water content, gravel content (G20 and G10), sand content, clinoptilolite content and amount of superplasticizer were settled as input variables. The consequences also demonstrated the great potential of suggested GEP models in predicting compressive strength of concrete incorporating clinoptilolite.