Applicability of artificial neural network and nonlinear regression to predict thermal conductivity modeling of Al2O3–water nanofluids using experimental data

Nonlinear Regression ◽

Artificial Neural ◽

Conductivity Modeling

Thermal conductivity modeling of MgO/EG nanofluids using experimental data and artificial neural network

Journal of Thermal Analysis and Calorimetry ◽

10.1007/s10973-014-4002-1 ◽

2014 ◽

Vol 118 (1) ◽

pp. 287-294 ◽

Cited By ~ 176

Author(s):

Mohammad Hemmat Esfe ◽

Seyfolah Saedodin ◽

Mehdi Bahiraei ◽

Davood Toghraie ◽

Omid Mahian ◽

...

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Artificial Neural ◽

Conductivity Modeling

Designing artificial neural network on thermal conductivity of Al2O3–water–EG (60–40 %) nanofluid using experimental data

Journal of Thermal Analysis and Calorimetry ◽

10.1007/s10973-016-5469-8 ◽

2016 ◽

Vol 126 (2) ◽

pp. 837-843 ◽

Cited By ~ 83

Author(s):

Mohammad Hemmat Esfe ◽

Mohammad Reza Hassani Ahangar ◽

Davood Toghraie ◽

Mohammad Hadi Hajmohammad ◽

Hadi Rostamian ◽

...

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Evaluating the effect of temperature and concentration on the thermal conductivity of ZnO-TiO2/EG hybrid nanofluid using artificial neural network and curve fitting on experimental data

Physica A Statistical Mechanics and its Applications ◽

10.1016/j.physa.2018.12.010 ◽

2019 ◽

Vol 519 ◽

pp. 209-216 ◽

Cited By ~ 63

Author(s):

Mohammad Reza Safaei ◽

Ahmad Hajizadeh ◽

Masoud Afrand ◽

Cong Qi ◽

Hooman Yarmand ◽

...

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Curve Fitting ◽

Effect Of Temperature ◽

Hybrid Nanofluid ◽

Predicting the effects of magnesium oxide nanoparticles and temperature on the thermal conductivity of water using artificial neural network and experimental data

Physica E Low-dimensional Systems and Nanostructures ◽

10.1016/j.physe.2016.10.020 ◽

2017 ◽

Vol 87 ◽

pp. 242-247 ◽

Cited By ~ 75

Author(s):

Masoud Afrand ◽

Mohammad Hemmat Esfe ◽

Ehsan Abedini ◽

Hamid Teimouri

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Magnesium Oxide ◽

Oxide Nanoparticles ◽

Magnesium Oxide Nanoparticles ◽

Estimation of thermal conductivity of Al2O3/water (40%)–ethylene glycol (60%) by artificial neural network and correlation using experimental data

International Communications in Heat and Mass Transfer ◽

10.1016/j.icheatmasstransfer.2016.02.002 ◽

2016 ◽

Vol 74 ◽

pp. 125-128 ◽

Cited By ~ 118

Author(s):

Mohammad Hemmat Esfe ◽

Wei-Mon Yan ◽

Masoud Afrand ◽

M. Sarraf ◽

Davood Toghraie ◽

...

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Ethylene Glycol ◽

Thermal conductivity modeling of nanofluids with ZnO particles by using approaches based on artificial neural network and MARS

Journal of Thermal Analysis and Calorimetry ◽

10.1007/s10973-020-09373-9 ◽

2020 ◽

Cited By ~ 24

Author(s):

Akbar Maleki ◽

Milad Elahi ◽

Mamdouh El Haj Assad ◽

Mohammad Alhuyi Nazari ◽

Mostafa Safdari Shadloo ◽

...

Keyword(s):

Neural Network ◽

Thermal Conductivity ◽

Zno Particles ◽

Artificial Neural ◽

Conductivity Modeling

Thermal conductivity of Cu/TiO2–water/EG hybrid nanofluid: Experimental data and modeling using artificial neural network and correlation

International Communications in Heat and Mass Transfer ◽

10.1016/j.icheatmasstransfer.2015.05.014 ◽

2015 ◽

Vol 66 ◽

pp. 100-104 ◽

Cited By ~ 203

Author(s):

Mohammd Hemmat Esfe ◽

Somchai Wongwises ◽

Ali Naderi ◽

Amin Asadi ◽

Mohammad Reza Safaei ◽

...

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Conductivity ◽

Hybrid Nanofluid ◽

A novel comparative investigation of the effect of the number of neurons on the predictive performance of the artificial neural network: An experimental study on the thermal conductivity of ZrO 2 nanofluid

International Journal of Energy Research ◽

10.1002/er.6989 ◽

2021 ◽

Author(s):

Andaç Batur Çolak

Keyword(s):

Neural Network ◽

Thermal Conductivity ◽

Experimental Study ◽

Predictive Performance ◽

Comparative Investigation ◽

Modeling and estimation of thermal performance factor of MgO-water nanofluids flow by artificial neural network using experimental data

Case Studies in Thermal Engineering ◽

10.1016/j.csite.2021.101437 ◽

2021 ◽

pp. 101437

Author(s):

Mohammad Hemmat Esfe ◽

Mousa Rejvani ◽

Davood Toghraie

Keyword(s):

Neural Network ◽

Experimental Data ◽

Thermal Performance ◽

Performance Factor ◽

Thermal Performance Factor ◽

Develop a Fuzzy System with LM/ODR Artificial Neural Network Model to Predict the Trend of Thermal Conductivity and Rheological Behavior for Graphene Aqueous-Based Nanofluid

International Journal of Uncertainty Fuzziness and Knowledge-Based Systems ◽

10.1142/s0218488521500367 ◽

2021 ◽

Author(s):

Tawfeeq Abdullah Alkanhal

Keyword(s):

Neural Network ◽

Thermal Conductivity ◽

Network Model ◽

Neural Network Model ◽

Rheological Behavior ◽

Fuzzy System ◽

Artificial Neural Network Model ◽