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Javad Mohebbi Najm Abad

Observed names: J. Mohebbi, Javad Mohebbi NajmAbad, Javad Mohebbi Najmabad, Javad Mohebi Najm Abad, Mohebbi Najm Abad, Javad, javad Mohebbi
ORCID: 0000-0002-6614-538X
Observed ORCID: 0000-0002-6614-538X
OpenAlex ID: A5005101070
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
2021 · Rasool Alizadeh, Javad Mohebbi Najm Abad, et al. · Journal of the Taiwan Institute of Chemical Engineers · 173
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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
2020 · Javad Mohebbi Najm Abad, Rasool Alizadeh, et al. · Journal of Molecular Liquids · 118
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Prediction of the spread of Corona-virus carrying droplets in a bus - A computational based artificial intelligence approach
2021 · Mehrdad Mesgarpour, Javad Mohebbi Najm Abad, et al. · Journal of Hazardous Materials · 79
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A Machine Learning Approach to Predicting the Heat Convection and Thermodynamics of an External Flow of Hybrid Nanofluid
2020 · Rasool Alizadeh, Javad Mohebbi Najm Abad, et al. · Journal of Energy Resources Technology · 79
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Application of Machine Learning to Investigation of Heat and Mass Transfer Over a Cylinder Surrounded by Porous Media—The Radial Basic Function Network
2020 · Rasool Alizadeh, Javad Mohebbi Najm Abad, et al. · Journal of Energy Resources Technology · 56
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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
2022 · Kittinan Boonma, Mehrdad Mesgarpour, et al. · Journal of Energy Storage · 52
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
2022 · Mehrdad Mesgarpour, Massoud Mir, et al. · Journal of Energy Storage · 51
A machine learning approach for thermodynamic modeling of the statically measured solubility of nilotinib hydrochloride monohydrate (anti-cancer drug) in supercritical CO2
2023 · Hassan Nateghi, Gholamhossein Sodeifian, et al. · Scientific Reports · 49
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Predicting the effects of environmental parameters on the spatio-temporal distribution of the droplets carrying coronavirus in public transport – A machine learning approach
2021 · Mehrdad Mesgarpour, Javad Mohebbi Najm Abad, et al. · Chemical Engineering Journal · 49
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Predicting the load-carrying capacity of GFRP-reinforced concrete columns using ANN and evolutionary strategy
2021 · Arash Karimipour, Javad Mohebbi Najm Abad, et al. · Composite Structures · 42
Artificial intelligence prediction of natural convection of heat in an oscillating cavity filled by CuO nanofluid
2021 · Rasool Alizadeh, Mehrdad Mesgarpour, et al. · Journal of the Taiwan Institute of Chemical Engineers · 39
Machine-Learning Enhanced Analysis of Mixed Biothermal Convection of Single Particle and Hybrid Nanofluids within a Complex Configuration
2021 · Rasool Alizadeh, Javad Mohebbi Najm Abad, et al. · Industrial & Engineering Chemistry Research · 31
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Propose new implement models to determine the compressive, tensile and flexural strengths of recycled coarse aggregate concrete via imperialist competitive algorithm
2021 · Mohammad Rezaiee-Pajand, Javad Mohebi Najm Abad, et al. · Journal of Building Engineering · 30
Thermodynamic modeling and solubility assessment of oxycodone hydrochloride in supercritical CO2: Semi-empirical, EoSs models and machine learning algorithms
2024 · Gholamhossein Sodeifian, Hassan Nateghi, et al. · Case Studies in Thermal Engineering · 28
Experimental and numerical model for mechanical properties of concrete containing fly ash: Systematic review
2021 · Nazanin Fasihihour, Javad Mohebbi Najm Abad, et al. · Measurement · 27
Predicting the relative density and hardness of 3YPSZ/316L composites using adaptive neuro-fuzzy inference system and support vector regression models
2019 · E. Jajarmi, S.A. Sajjadi, et al. · Measurement · 26
Crack Spacing Prediction of Fibre-Reinforced Concrete Beams with Lap-Spliced Bars by Machine Learning Models
2020 · Mohammad Rezaiee-Pajand, Arash Karimipour, et al. · Iranian Journal of Science and Technology Transactions of Civil Engineering · 21
Novel Feature Selection Algorithm for Thermal Prediction Model
2018 · Javad Mohebbi Najm Abad, Ali Soleimani · IEEE Transactions on Very Large Scale Integration (VLSI) Systems · 16
The optimization of natural frequency on the cross flow-induced vibration and heat transfer in a circular cylinder with LSTM deep learning model
2023 · Behnam Keshavarzian, Javad Mohebbi Najm Abad, et al. · Journal of the Taiwan Institute of Chemical Engineers · 10
Evaluating the Performance of Ethanol Electrochemical Nanobiosensor Through Machine for Predictive Analysis of Electric Current in Self‐Powered Biosensors
2025 · Afshin Farahbakhsh, Javad Mohebbi Najm Abad, et al. · Battery energy · 8
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Vehicle Trajectory Prediction in Congested Urban Traffic Leveraging Liquid Neural Network and UAV Data
2025 · Mohammad Reza Mohebbi, Maryam Tavasoli, et al. · Lecture notes in networks and systems · 8
A neuro-fuzzy fan speed controller for dynamic management of processor fan power consumption
2016 · Javad Mohebbi Najm Abad, Ali Soleimani · Conference on Swarm Intelligence and Evolutionary Computation (CSIEC) · 6
Advanced Driving Behavior Analysis Through Kolmogorov-Arnold Network and UAV Traffic Data
2025 · Mohammad Reza Mohebbi, Julian Klinger, et al. · Lecture notes in networks and systems · 5
A Particle Swarm Optimization Algorithm to Suggest Formulas for the Behaviour of the Recycled Material Reinforced Concrete Beams
2020 · Mohammad Rezaiee‐Pajand, Azadeh Rezaiee-Pajand, et al. · Iran University of Science & Technology · 5
Experimental Investigation and Optimization of Solid Suspension in Non-Newtonian Liquids at High Solid Concentration
2016 · Roozbeh Mollaabbasi, Javad Mohebbi Najmabad · Journal of Applied Fluid Mechanics · 4
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Works count: 38
Citation count: 1,027
H-index: 17
I10-index: 19
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