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    Prediction of Scour Downstream of Grade-Control Structures Using Neural Networks 

    Source: Journal of Hydraulic Engineering:;2008:;Volume ( 134 ):;issue: 011
    Author(s): Aytac Guven; Mustafa Gunal
    Publisher: American Society of Civil Engineers
    Abstract: A new approach for predicting local scour downstream of grade-control structures based on neural networks is presented. An explicit neural networks formulation (ENNF) is developed using a transfer function (sigmoid) and ...
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    New Approach for Stage–Discharge Relationship: Gene-Expression Programming 

    Source: Journal of Hydrologic Engineering:;2009:;Volume ( 014 ):;issue: 008
    Author(s): Aytac Guven; Ali Aytek
    Publisher: American Society of Civil Engineers
    Abstract: This study presents gene-expression programming (GEP), which is an extension to genetic programming, as an alternative approach to modeling stage–discharge relationship. The results obtained are compared to more conventional ...
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    Evapotranspiration Modeling Using Linear Genetic Programming Technique 

    Source: Journal of Irrigation and Drainage Engineering:;2010:;Volume ( 136 ):;issue: 010
    Author(s): Ozgur Kisi; Aytac Guven
    Publisher: American Society of Civil Engineers
    Abstract: The study investigates the accuracy of linear genetic programming (LGP), which is an extension to genetic programming (GP) technique, in daily reference evapotranspiration
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    Genetic Programming Approach for Prediction of Local Scour Downstream of Hydraulic Structures 

    Source: Journal of Irrigation and Drainage Engineering:;2008:;Volume ( 134 ):;issue: 002
    Author(s): Aytac Guven; Mustafa Gunal
    Publisher: American Society of Civil Engineers
    Abstract: This is a pioneer study that presents genetic programming (GP) as a new tool for prediction of local scour downstream of grade-control structures. The objective of this study is to provide an alternative formulation to ...
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    Erratum for “Genetic Programming to Predict Bridge Pier Scour” by H. Md. Azamathulla, Aminuddin Ab Ghani, Nor Azazi Zakaria, and Aytac Guven 

    Source: Journal of Hydraulic Engineering:;2013:;Volume ( 139 ):;issue: 009
    Author(s): H. Md. Azamathulla; Aminuddin Ab Ghani; Nor Azazi Zakaria; Aytac Guven
    Publisher: American Society of Civil Engineers
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    Genetic Programming to Predict Bridge Pier Scour 

    Source: Journal of Hydraulic Engineering:;2010:;Volume ( 136 ):;issue: 003
    Author(s): H. Md. Azamathulla; Aminuddin Ab Ghani; Nor Azazi Zakaria; Aytac Guven
    Publisher: American Society of Civil Engineers
    Abstract: Bridge-pier scour is a significant problem for the safety of bridges. Extensive laboratory and field studies have been conducted examining the effect of relevant variables. This note presents an alternative to the conventional ...
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