A unique thermal conductivity model (ANN) for nanofluid based on experimental study

Develop optimal network topology of artificial neural network (AONN) to predict the hybrid nanofluids thermal conductivity according to the empirical data of Al2O3 – Cu nanoparticles dispersed in ethylene glycol

(2020) Yeping Peng et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Prediction of the pressure drop for CuO/(Ethylene glycol-water) nanofluid flows in the car radiator by means of Artificial Neural Networks analysis integrated with genetic algorithm

(2020) Mohammad Hossein Ahmadi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Stability, thermal performance and artificial neural network modeling of viscosity and thermal conductivity of Al2O3-ethylene glycol nanofluids

(2020) Long Li et al.   POWDER TECHNOLOGY

Application of support vector regression and artificial neural network for prediction of specific heat capacity of aqueous nanofluids of copper oxide

(2020) Ibrahim Olanrewaju Alade et al.   SOLAR ENERGY

Presenting two new empirical models for calculating the effective dynamic viscosity and thermal conductivity of nanofluids

(2020) Faroogh Garoosi   POWDER TECHNOLOGY

Effects of sonication duration and nanoparticles concentration on thermal conductivity of silica-ethylene glycol nanofluid under different temperatures: An experimental study

(2020) Yicheng Li et al.   POWDER TECHNOLOGY

Using of Artificial Neural Networks (ANNs) to predict the thermal conductivity of Zinc Oxide–Silver (50%–50%)/Water hybrid Newtonian nanofluid

(2020) Wei He et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Heart sound classification based on improved MFCC features and convolutional recurrent neural networks

(2020) Muqing Deng et al.   NEURAL NETWORKS

Stability, thermophysical properties and performance assessment of alumina–water nanofluid with emphasis on ultrasonication and storage period

(2019) I.M. Mahbubul et al.   POWDER TECHNOLOGY

An experimental study on the thermal conductivity of new antifreeze containing copper oxide and graphene oxide nano-additives

(2019) Sara Rostami et al.   POWDER TECHNOLOGY

Automatic detection of the onset of film boiling using convolutional neural networks and Bayesian statistics

(2019) Gustavo M. Hobold et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

A novel nonlinear regression model of SVR as a substitute for ANN to predict conductivity of MWCNT-CuO/water hybrid nanofluid based on empirical data

(2019) Arash Karimipour et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Developing dissimilar artificial neural networks (ANNs) to prediction the thermal conductivity of MWCNT-TiO2/Water-ethylene glycol hybrid nanofluid

(2019) Alireza Akhgar et al.   POWDER TECHNOLOGY

Established prediction models of thermal conductivity of hybrid nanofluids based on artificial neural network (ANN) models in waste heat system

(2019) Jiang Wang et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Nanofluids as secondary fluid in the refrigeration system: Experimental data, regression, ANFIS, and NN modeling

(2019) Z.X. Li et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Statistical estimation the thermal conductivity of MWCNTs-SiO2/Water-EG nanofluid using the ridge regression method

(2019) Dai Xiaohong et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Prediction of MHD flow and entropy generation by Artificial Neural Network in square cavity with heater-sink for nanomaterial

(2019) Khan Md. Rabbi et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Statistical image analysis of uniformity of hybrid nanofluids and prediction models of thermophysical parameters based on artificial neural network (ANN)

(2019) Mingyan Ma et al.   POWDER TECHNOLOGY

Heat transfer mechanisms in heat pipes using nanofluids – A review

(2018) Naveen Kumar Gupta et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Review of pool boiling enhancement with additives and nanofluids

(2018) Gangtao Liang et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Experimental investigation of nanoparticle mixture ratios on TiO 2 – SiO 2 nanofluids heat transfer performance under turbulent flow

(2018) K. Abdul Hamid et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Effects on thermophysical properties of carbon based nanofluids: Experimental data, modelling using regression, ANFIS and ANN

(2018) Abdullah A.A.A. Alrashed et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Wear and performance analysis of a 4-stroke diesel engine employing nanolubricants

(2018) Ankit Kotia et al.   Particuology

Prediction of viscosity of several alumina-based nanofluids using various artificial intelligence paradigms - Comparison with experimental data and empirical correlations

(2018) Ehsan Gholami et al.   POWDER TECHNOLOGY

On the nanofluids applications in microchannels: A comprehensive review

(2018) Ali J. Chamkha et al.   POWDER TECHNOLOGY

CuO-water nanofluid flow and heat transfer in a heat exchanger tube with twisted tape turbulator

(2018) M. Jafaryar et al.   POWDER TECHNOLOGY

Modeling of thermal conductivity and density of alumina/silica in water hybrid nanocolloid by the application of Artificial Neural Networks

(2018) Sathishkumar Kannaiyan et al.   CHINESE JOURNAL OF CHEMICAL ENGINEERING

Performance characteristics of low concentrations of CuO/water nanofluids flowing through horizontal tube for energy efficiency purposes; an experimental study and ANN modeling

(2018) Mohammad Abdollahi-Moghaddam et al.   JOURNAL OF MOLECULAR LIQUIDS

Application of nanofluids in thermosyphons: A review

(2018) Mahdi Ramezanizadeh et al.   JOURNAL OF MOLECULAR LIQUIDS

Thermal conductivity of aqueous Al2O3/Ag hybrid nanofluid at different temperatures and volume concentrations: An experimental investigation and development of new correlation function

(2018) Z. Aparna et al.   POWDER TECHNOLOGY

Application of Neural Network for estimation of heat transfer treatment of Al2O3-H2O nanofluid through a channel

(2018) M. Sheikholeslami et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Mechanism for improvement of friction/wear by using Al2O3 and SiO2/Gear oil nanolubricants

(2018) Ankit Kotia et al.   JOURNAL OF ALLOYS AND COMPOUNDS

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

(2018) Mohammad Reza Safaei et al.   PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS

Experimental investigation on the effect of SiO 2 secondary phase on thermo-physical properties of SiC nanofluids

(2017) Nader Nikkam et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Experimental investigation and modeling of thermal conductivity and viscosity for non-Newtonian hybrid nanofluid containing coated CNT/Fe 3 O 4 nanoparticles

(2017) Amin Shahsavar et al.   POWDER TECHNOLOGY

Modeling and optimization of thermal conductivity and viscosity of MnFe2O4 nanofluid under magnetic field using an ANN

(2017) Mohammad Amani et al.   Scientific Reports

A review of flow boiling heat transfer of nanofluids

(2015) Xiande Fang et al.   APPLIED THERMAL ENGINEERING

Application of nanofluids in plate heat exchanger: A review

(2015) Vikas Kumar et al.   ENERGY CONVERSION AND MANAGEMENT

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

(2015) Mohammad Hemmat Esfe et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Modeling and estimation of thermal conductivity of MgO–water/EG (60:40) by artificial neural network and correlation

(2015) Mohammad Hemmat Esfe et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Modeling of thermal conductivity of ZnO-EG using experimental data and ANN methods

(2015) Mohammad Hemmat Esfe et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

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

(2015) Mohammd Hemmat Esfe et al.   INTERNATIONAL COMMUNICATIONS IN HEAT AND MASS TRANSFER

Prediction of thermal conductivity of alumina water-based nanofluids by artificial neural networks

(2015) M.A. Ariana et al.   POWDER TECHNOLOGY

Artificial neural network approach for prediction of thermal behavior of nanofluids flowing through circular tubes

(2014) B. Vaferi et al.   POWDER TECHNOLOGY

Experimental and numerical investigation into the hydrodynamics of nanofluids in microchannels

(2012) Pawan K. Singh et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Comparison of heat transfer and pressure drop in horizontal and vertical helically coiled heat exchanger with CuO/water based nano fluids

(2012) N. Kannadasan et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Transport properties of ultra-low concentration CuO–water nanofluids containing non-spherical nanoparticles

(2012) K. Rohini Priya et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Temperature induced changes in ZnO–water nanofluid: Zeta potential, size distribution and viscosity profiles

(2012) K.S. Suganthi et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Synthesis, characterization, and thermal property measurement of nano-Al95Zn05 dispersed nanofluid prepared by a two-step process

(2011) Gayatri Paul et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Application of Artificial Neural Network (ANN) for the prediction of thermal conductivity of oxide–water nanofluids

(2011) Giovanni A. Longo et al.   Nano Energy

Empirical correlating equations for predicting the effective thermal conductivity and dynamic viscosity of nanofluids

(2010) Massimo Corcione   ENERGY CONVERSION AND MANAGEMENT

Thermal conductivity of non-Newtonian nanofluids: Experimental data and modeling using neural network

(2010) M. Hojjat et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Modeling thermal conductivity augmentation of nanofluids using diffusion neural networks

(2010) Mohammad M. Papari et al.   INTERNATIONAL JOURNAL OF THERMAL SCIENCES

Enhancement of thermal conductivity of ethylene glycol based silver nanofluids

(2010) Pankaj Sharma et al.   POWDER TECHNOLOGY

Thermal and rheological behavior of acetylacetone stabilized ZnO nanofluids

(2010) Vijay S. Raykar et al.   THERMOCHIMICA ACTA

A benchmark study on the thermal conductivity of nanofluids

(2009) Jacopo Buongiorno et al.   JOURNAL OF APPLIED PHYSICS

Characterization of ZnO nanoparticle suspension in water: Effectiveness of ultrasonic dispersion

(2009) S.J. Chung et al.   POWDER TECHNOLOGY