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link.springer.com/article/10.1007/s00603-024-04189-7PDF

AI-powered geotechnics: enhancing rock mass classification for safer engineering practices

…, S Javankhoshdel, J Mohebbi Najm Abad… - Rock Mechanics and …, 2025 - Springer
۴۴ ارجاع2025

Rock mass classification is fundamental for evaluating rock mass quality, essential for stability analysis and geotechnical design. Traditional classification methods are limited by joint …

www.sciencedirect.com/science/article/pii/S1876107021001516PDF

A machine learning approach to the prediction of transport and thermodynamic processes in multiphysics systems-heat transfer in a hybrid nanofluid flow in porous …

R Alizadeh, JMN Abad, A Ameri, MR Mohebbi… - Journal of the Taiwan …, 2021 - Elsevier
۱۶۸ ارجاع2021

Comprehensive analyses of transport phenomena and thermodynamics of complex multiphysics systems are laborious and computationally intensive. Yet, such analyses are often …

www.sciencedirect.com/science/article/pii/S0167732220329147

Analysis of transport processes in a reacting flow of hybrid nanofluid around a bluff-body embedded in porous media using artificial neural network and …

JMN Abad, R Alizadeh, A Fattahi… - Journal of Molecular …, 2020 - Elsevier
۱۳۰ ارجاع2020

This paper investigates heat and mass transfer in a hybrid nanofluid flow impinging upon a cylindrical bluff-body embedded in porous media and featuring homogenous and …

asmedigitalcollection.asme.org/energyresources/article-abstract/142/11/112109...PDF

Application of machine learning to investigation of heat and mass transfer over a cylinder surrounded by porous media—the radial basic function network

…, J Mohebbi Najm Abad… - Journal of energy …, 2020 - asmedigitalcollection.asme.org
۶۰ ارجاع2020

This paper investigates heat and mass transport around a cylinder featuring non-isothermal homogenous and heterogeneous chemical reactions in a surrounding porous medium. The …

www.sciencedirect.com/science/article/pii/S0304389421003216PDF

Prediction of the spread of Corona-virus carrying droplets in a bus-A computational based artificial intelligence approach

M Mesgarpour, JMN Abad, R Alizadeh… - Journal of Hazardous …, 2021 - Elsevier
۸۹ ارجاع2021

Public transport has been identified as high risk as the corona-virus carrying droplets generated by the infected passengers could be distributed to other passengers. Therefore, …

asmedigitalcollection.asme.org/energyresources/article-abstract/143/7/070902/...PDF

A machine learning approach to predicting the heat convection and thermodynamics of an external flow of hybrid nanofluid

R Alizadeh, JMN Abad, A Fattahi… - Journal of …, 2021 - asmedigitalcollection.asme.org
۷۹ ارجاع2021

The experience of leading countries in distributed energy systems (eg, Scandinavian countries) shows that district cooling systems are highly beneficial techno-economic-…

www.nature.com/articles/s41598-023-40231-4PDF

A machine learning approach for thermodynamic modeling of the statically measured solubility of nilotinib hydrochloride monohydrate (anti-cancer drug) in …

…, F Razmimanesh, J Mohebbi Najm Abad - Scientific Reports, 2023 - nature.com
۵۱ ارجاع2023

Nilotinib hydrochloride monohydrate (NHM) is an anti-cancer drug whose solubility was statically determined in supercritical carbon dioxide (SC-CO 2 ) for the first time at various …

www.sciencedirect.com/science/article/pii/S0263822321009326

Predicting the load-carrying capacity of GFRP-reinforced concrete columns using ANN and evolutionary strategy

A Karimipour, JMN Abad, N Fasihihour - Composite Structures, 2021 - Elsevier
۵۱ ارجاع2021

Recently, glass fibre reinforced polymer (GFRP) rebars have been widely used by different researchers due to the high strength and deformability of polymer rebars. However, current …

www.sciencedirect.com/science/article/pii/S2214157X24001771

Thermodynamic modeling and solubility assessment of oxycodone hydrochloride in supercritical CO2: Semi-empirical, EoSs models and machine learning …

…, H Nateghi, F Razmimanesh, JMN Abad - Case Studies in Thermal …, 2024 - Elsevier
۲۸ ارجاع2024

In this study, the solubility of oxycodone hydrochloride (OXH) in supercritical carbon dioxide (SC–CO 2 ) was investigated at various conditions, temperature (308–338 K) and pressure (…

www.sciencedirect.com/science/article/pii/S2352152X2101584X

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… - Journal of Energy …, 2022 - Elsevier
۴۷ ارجاع2022

Thermal management is an important factor in extending the battery's life time and ensuring the quality of the output current. A numerical evaluation of the effect of varying the …

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