Javad Mohebbi Najm Abad
Javad Mohebbi Najm Abad
Department of Computer Engineering, Islamic Azad University, Quchan Branch
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A machine learning approach to the prediction of transport and thermodynamic processes in multiphysics systems-heat transfer in a hybrid nanofluid flow in porous media
R Alizadeh, JMN Abad, A Ameri, MR Mohebbi, A Mehdizadeh, D Zhao, ...
Journal of the Taiwan Institute of Chemical Engineers 124, 290-306, 2021
Analysis of transport processes in a reacting flow of hybrid nanofluid around a bluff-body embedded in porous media using artificial neural network and particle swarm optimization
JMN Abad, R Alizadeh, A Fattahi, MH Doranehgard, E Alhajri, N Karimi
Journal of Molecular Liquids 313, 113492, 2020
Prediction of the spread of Corona-virus carrying droplets in a bus-A computational based artificial intelligence approach
M Mesgarpour, JMN Abad, R Alizadeh, S Wongwises, MH Doranehgard, ...
Journal of Hazardous Materials 413, 125358, 2021
A machine learning approach to predicting the heat convection and thermodynamics of an external flow of hybrid nanofluid
R Alizadeh, JMN Abad, A Fattahi, MR Mohebbi, MH Doranehgard, LKB Li, ...
Journal of Energy Resources Technology 143 (7), 070908, 2021
Application of machine learning to investigation of heat and mass transfer over a cylinder surrounded by porous media—the radial basic function network
R Alizadeh, J Mohebbi Najm Abad, A Fattahi, E Alhajri, N Karimi
Journal of Energy Resources Technology 142 (11), 112109, 2020
Predicting the effects of environmental parameters on the spatio-temporal distribution of the droplets carrying coronavirus in public transport–A machine learning approach
M Mesgarpour, JMN Abad, R Alizadeh, S Wongwises, MH Doranehgard, ...
Chemical Engineering Journal 430, 132761, 2022
An evaluation of the thermal behaviour of a lithium-ion battery pack with a combination of pattern-based artificial neural networks (PBANN) and numerical simulation
M Mesgarpour, M Mir, R Alizadeh, JMN Abad, EP Borj
Journal of Energy Storage 47, 103920, 2022
Prediction of battery thermal behaviour in the presence of a constructal theory-based heat pipe (CBHP): A multiphysics model and pattern-based machine learning approach
K Boonma, M Mesgarpour, JM NajmAbad, R Alizadeh, O Mahian, ...
Journal of Energy Storage 48, 103963, 2022
Predicting the load-carrying capacity of GFRP-reinforced concrete columns using ANN and evolutionary strategy
A Karimipour, JMN Abad, N Fasihihour
Composite Structures 275, 114470, 2021
Artificial intelligence prediction of natural convection of heat in an oscillating cavity filled by CuO nanofluid
R Alizadeh, M Mesgarpour, A Ameri, JMN Abad, S Wongwises
Journal of the Taiwan Institute of Chemical Engineers 124, 75-90, 2021
Machine-learning enhanced analysis of mixed biothermal convection of single particle and hybrid nanofluids within a complex configuration
R Alizadeh, J Mohebbi Najm Abad, A Fattahi, M Mesgarpour, ...
Industrial & Engineering Chemistry Research 61 (24), 8478-8494, 2021
Propose new implement models to determine the compressive, tensile and flexural strengths of recycled coarse aggregate concrete via imperialist competitive algorithm
M Rezaiee-Pajand, JMN Abad, A Karimipour, A Rezaiee-Pajand
Journal of Building Engineering 40, 102337, 2021
Crack spacing prediction of fibre-reinforced concrete beams with lap-spliced bars by machine learning models
M Rezaiee-Pajand, A Karimipour, JMN Abad
Iranian Journal of Science and Technology, Transactions of Civil Engineering …, 2021
Predicting the relative density and hardness of 3YPSZ/316L composites using adaptive neuro-fuzzy inference system and support vector regression models
E Jajarmi, SA Sajjadi, J Mohebbi
Measurement 145, 472-479, 2019
Experimental and numerical model for mechanical properties of concrete containing fly ash: Systematic review
N Fasihihour, JMN Abad, A Karimipour, MR Mohebbi
Measurement 188, 110547, 2022
A particle swarm optimization algorithm to suggest formulas for the behaviour of the recycled material reinforced concrete beams
M Rezaiee-Pajand, A Rezaiee-Pajand, A Karimipour, JMN Abad
Int. J. Optim. Civ. Eng 10 (3), 451-479, 2020
Novel feature selection algorithm for thermal prediction model
JMN Abad, A Soleimani
IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (10 …, 2018
A machine learning approach for thermodynamic modeling of the statically measured solubility of nilotinib hydrochloride monohydrate (anti-cancer drug) in supercritical CO2
H Nateghi, G Sodeifian, F Razmimanesh, J Mohebbi Najm Abad
Scientific Reports 13 (1), 12906, 2023
A neuro-fuzzy fan speed controller for dynamic management of processor fan power consumption
JMN Abad, A Soleimani
2016 1st Conference on Swarm Intelligence and Evolutionary Computation …, 2016
The optimization of natural frequency on the cross flow-induced vibration and heat transfer in a circular cylinder with LSTM deep learning model
B Keshavarzian, JMN Abad, M Mir, M Keshavarzian, R Alizadeh
Journal of the Taiwan Institute of Chemical Engineers, 104969, 2023
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