Volume 21 (2024)
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Volume 17 (2020)
Volume 16 (2019)
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Volume 6 (2009)
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Volume 1 (2004)
Author = Reza Beigzadeh
Number of Articles: 3
Developing genetic algorithm-based neural networks and sensitivity analysis for thermal conductivity of natural gases
Volume 17, Issue 2 , June 2020, , Pages 44-55
Abstract
The artificial neural network (ANN) approach was applied to develop simple correlations for predicting the thermal conductivity of nitrogen-methane and carbon dioxide-methane mixtures. The genetic algorithm method was used to obtain global optimum parameters (weights and biases) of the ANNs. The methane ... Read MoreComputational fluid dynamics study and GA modeling approach of the bend angle effect on thermal-hydraulic characteristics in zigzag channels
Volume 16, Issue 3 , September 2019, , Pages 70-83
Abstract
In the study, the thermal-hydraulic performance of the zigzag channels with circular cross-section was analyzed by Computational Fluid Dynamics (CFD). The standard K-Ꜫ turbulent scalable wall functions were used for modeling. The wall temperature was assumed constant 353 K and water was used as the ... Read MoreThe CFD Provides Data for Adaptive Neuro-Fuzzy to Model the Heat Transfer in Flat and Discontinuous Fins
Volume 16, Issue 2 , June 2019, , Pages 57-69