| 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 | 143 | 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 | 104 | 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 | 87 | 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 | 69 | 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 | 55 | 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 | 49 | 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 | 43 | 2021 |
| 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 | 36 | 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 | 35 | 2022 |
| 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 | 33 | 2023 |
| 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 | 32 | 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 | 32 | 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 | 26 | 2021 |
| 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 | 24 | 2022 |
| 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 | 23 | 2019 |
| 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 | 21 | 2021 |
| Thermodynamic modeling and solubility assessment of oxycodone hydrochloride in supercritical CO2: Semi-empirical, EoSs models and machine learning algorithms G Sodeifian, H Nateghi, F Razmimanesh, JMN Abad Case Studies in Thermal Engineering 55, 104146, 2024 | 17 | 2024 |
| Novel feature selection algorithm for thermal prediction model JMN Abad, A Soleimani IEEE Transactions on Very Large Scale Integration (VLSI) Systems 26 (10 …, 2018 | 15 | 2018 |
| A particle swarm optimization algorithm to suggest formulas for the behaviour of the recycled material reinforced concrete beams M Rezaiee Pajand, A Rezaiepazhand, A Karimipour, JMN Abad International Journal of Optimization in Civil Engineering 10, 2020 | 14 | 2020 |
| 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 | 11 | 2016 |
