Thermophysical Correlation of Hybrid Nanofluids (HNFs) : A Thematic Review

Authors

  • Masyfu’ah Mokhtar Centre for Mathematical Sciences, Universiti Malaysia Pahang Al-Sultan Abdullah, Gambang, 26300 Kuantan, Pahang, Malaysia
  • Abdul Rahman Mohd Kasim Centre for Research in Advanced Fluid and Process, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Tun Razak, Pahang, Gambang, 26300, Malaysia
  • Iskandar Waini Fakulti Teknologi dan Kejuruteraan Industri dan Pembuatan, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia
  • Nur Syahidah Nordin College of Computing, Informatics and Media, Universiti Teknologi MARA, Johor Branch, Segamat Campus, Johor, Segamat, 85000, Malaysia
  • Hussein Ali Mohammed Al-Sharifi Department of Mathematics, College of Education for Pure Sciences, University of KerbalaThe institution will open in a new tab, Karbala, 1125, Iraq

DOI:

https://doi.org/10.37934/arnht.23.1.3865

Keywords:

Correlation, Hybrid nanofluid, Boundary layer flow, Heat transfer, Thematic review

Abstract

Hybrid nanofluids represent innovative fluid class that combine the advantages of nanoparticles with base fluid to enhance the heat transfer capabilities. It exhibits higher heat transfer capabilities compared to traditional nanofluids. Researchers have seized abundant opportunity to further investigate the unknown behaviour of hybrid nanofluids over different geometries and physical parameters numerically by implementing a certain model of correlation. However, from the literature, these correlation models sometimes underestimate the experimental data of thermal performance. Thus, it is crucial for this review paper to discuss these models for advancing research in this field. Utilizing keyword search and filtering parameters, 354 journal articles from the Scopus and Web of Science (WoS) databases were found. Following the application of the inclusion and exclusion criteria process, only 60 papers were evaluated as final articles. These studies were further classified into seven types of correlations: Devi, Modified Devi Type A, Modified Devi Type B, Modified Devi Type C, Takabi, Modified Takabi and Xue model. It is found that Xue model is widely used for solving hybrid nanofluids flow problem which dealing with carbon nanotube particle. While Devi and Takabi-based model are extensively used for non-carbon nanotube particle. This study provides valuable insights for future research to further study the hybrid nanofluid flow precisely and increase the heat transfer performance.

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Author Biographies

Masyfu’ah Mokhtar, Centre for Mathematical Sciences, Universiti Malaysia Pahang Al-Sultan Abdullah, Gambang, 26300 Kuantan, Pahang, Malaysia

masyf037@uitm.edu.my

Abdul Rahman Mohd Kasim, Centre for Research in Advanced Fluid and Process, Universiti Malaysia Pahang Al-Sultan Abdullah, Lebuhraya Tun Razak, Pahang, Gambang, 26300, Malaysia

rahmanmohd@umpsa.edu.my

Iskandar Waini, Fakulti Teknologi dan Kejuruteraan Industri dan Pembuatan, Universiti Teknikal Malaysia Melaka, Hang Tuah Jaya, 76100 Durian Tunggal, Melaka, Malaysia

iskandarwaini@utem.edu.my

Nur Syahidah Nordin, College of Computing, Informatics and Media, Universiti Teknologi MARA, Johor Branch, Segamat Campus, Johor, Segamat, 85000, Malaysia

nursyahidah@uitm.edu.my

Hussein Ali Mohammed Al-Sharifi, Department of Mathematics, College of Education for Pure Sciences, University of KerbalaThe institution will open in a new tab, Karbala, 1125, Iraq

hussein.alsharifi@uokerbala.edu.iq

References

Xiu, Weirong, I. L. Animasaun, Qasem M. Al-Mdallal, Abdullah K. Alzahrani, and Taseer Muhammad. "Dynamics of ternary-hybrid nanofluids due to dual stretching on wedge surfaces when volume of nanoparticles is small and large: forced convection of water at different temperatures." International Communications in Heat and Mass Transfer 137 (2022): 106241. https://doi.org/10.1016/j.icheatmasstransfer.2022.106241

Animasaun, Isaac Lare, Qasem M. Al-Mdallal, Umair Khan, and Ali Saleh Alshomrani. "Unsteady water-based ternary hybrid nanofluids on wedges by bioconvection and wall stretching velocity: Thermal analysis and scrutinization of small and larger magnitudes of the thermal conductivity of nanoparticles." Mathematics 10, no. 22 (2022): 4309. https://doi.org/10.3390/math10224309

Cao, Wenhao, I. L. Animasaun, Se-Jin Yook, V. A. Oladipupo, and Xianjun Ji. "Simulation of the dynamics of colloidal mixture of water with various nanoparticles at different levels of partial slip: Ternary-hybrid nanofluid." International Communications in Heat and Mass Transfer 135 (2022): 106069. https://doi.org/10.1016/j.icheatmasstransfer.2022.106069

Huminic, Gabriela, and Angel Huminic. "Hybrid nanofluids for heat transfer applications–a state-of-the-art review." International Journal of Heat and Mass Transfer 125 (2018): 82-103. https://doi.org/10.1016/j.ijheatmasstransfer.2018.04.059

Yıldız, Çağatay, Müslüm Arıcı, and Hasan Karabay. "Comparison of a theoretical and experimental thermal conductivity model on the heat transfer performance of Al2O3-SiO2/water hybrid-nanofluid." International Journal of Heat and Mass Transfer 140 (2019): 598-605. https://doi.org/10.1016/j.ijheatmasstransfer.2019.06.028

Esfe, Mohammad Hemmat, Ali Akbar Abbasian Arani, Mohammad Rezaie, Wei-Mon Yan, and Arash Karimipour. "Experimental determination of thermal conductivity and dynamic viscosity of Ag–MgO/water hybrid nanofluid." International Communications in Heat and Mass Transfer 66 (2015): 189-195. https://doi.org/10.1016/j.icheatmasstransfer.2015.06.003

Sarviya, R. M., and Veeresh Fuskele. "Review on thermal conductivity of nanofluids." Materials Today: Proceedings 4, no. 2 (2017): 4022-4031. https://doi.org/10.1016/j.matpr.2017.02.304

Sajid, Muhammad Usman, and Hafiz Muhammad Ali. "Thermal conductivity of hybrid nanofluids: a critical review." International Journal of Heat and Mass Transfer 126 (2018): 211-234. https://doi.org/10.1016/j.ijheatmasstransfer.2018.05.021

Yang, Liu, Weikai Ji, Mao Mao, and Jia-nan Huang. "An updated review on the properties, fabrication and application of hybrid-nanofluids along with their environmental effects." Journal of Cleaner Production 257 (2020): 120408. https://doi.org/10.1016/j.jclepro.2020.120408

Devi, SP Anjali, and S. Suriya Uma Devi. "Numerical investigation of hydromagnetic hybrid Cu–Al2O3/water nanofluid flow over a permeable stretching sheet with suction." International Journal of Nonlinear Sciences and Numerical Simulation 17, no. 5 (2016): 249-257. https://doi.org/10.1515/ijnsns-2016-0037

Devi, S. Suriya Uma, and SP Anjali Devi. "Numerical investigation of three-dimensional hybrid Cu–Al2O3/water nanofluid flow over a stretching sheet with effecting Lorentz force subject to Newtonian heating." Canadian Journal of Physics 94, no. 5 (2016): 490-496. https://doi.org/10.1139/cjp-2015-0799

Abu Bakar, Shahirah, Norihan Md Arifin, Najiyah Safwa Khashi’ie, and Norfifah Bachok. "Hybrid nanofluid flow over a permeable shrinking sheet embedded in a porous medium with radiation and slip impacts." Mathematics 9, no. 8 (2021): 878. https://doi.org/10.3390/math9080878

Aladdin, Nur Adilah Liyana, Norfifah Bachok, and I. Pop. "Boundary layer flow and heat transfer of Cu- Al2O3/water over a moving horizontal slender needle in presence of hydromagnetic and slip effects." International Communications in Heat and Mass Transfer 123 (2021): 105213. https://doi.org/10.1016/j.icheatmasstransfer.2021.105213

Aladdin, Nur Adilah Liyana, and Norfifah Bachok. "Boundary layer flow and heat transfer of Al2O3-TiO2/water hybrid nanofluid over a permeable moving plate." Symmetry 12, no. 7 (2020): 1064. https://doi.org/10.3390/sym12071064

Anuar, Nur Syazana, and Norfifah Bachok. "Double solutions and stability analysis of micropolar hybrid nanofluid with thermal radiation impact on unsteady stagnation point flow." Mathematics 9, no. 3 (2021): 276. https://doi.org/10.3390/math9030276

Aziz, Asim, Wasim Jamshed, Taha Aziz, Haitham MS Bahaidarah, and Khalil Ur Rehman. "Entropy analysis of Powell–Eyring hybrid nanofluid including effect of linear thermal radiation and viscous dissipation." Journal of Thermal Analysis and Calorimetry 143 (2021): 1331-1343. https://doi.org/10.1007/s10973-020-10210-2

Khan, Arshad, Anwar Saeed, Asifa Tassaddiq, Taza Gul, Poom Kumam, Ishtiaq Ali, and Wiyada Kumam. "Bio-convective and chemically reactive hybrid nanofluid flow upon a thin stirring needle with viscous dissipation." Scientific reports 11, no. 1 (2021): 8066. https://doi.org/10.1038/s41598-021-86968-8

Khashi'ie, Najiyah Safwa, Norihan Md Arifin, Ioan Pop, and Nur Syahirah Wahid. "Flow and heat transfer of hybrid nanofluid over a permeable shrinking cylinder with Joule heating: A comparative analysis." Alexandria Engineering Journal 59, no. 3 (2020): 1787-1798. https://doi.org/10.1016/j.aej.2020.04.048

Khashi'ie, Najiyah Safwa, Norihan Md Arifin, Roslinda Nazar, Ezad Hafidz Hafidzuddin, Nadihah Wahi, and Ioan Pop. "Magnetohydrodynamics (MHD) axisymmetric flow and heat transfer of a hybrid nanofluid past a radially permeable stretching/shrinking sheet with Joule heating." Chinese Journal of Physics 64 (2020): 251-263. https://doi.org/10.1016/j.cjph.2019.11.008

Lund, Liaquat Ali, Zurni Omar, Ilyas Khan, Asiful H. Seikh, El-Sayed M. Sherif, and Kottakkaran Sooppy Nisar. "Stability analysis and multiple solution of Cu– Al2O3/H2O nanofluid contains hybrid nanomaterials over a shrinking surface in the presence of viscous dissipation." Journal of Materials Research and Technology 9, no. 1 (2020): 421-432. https://doi.org/10.1016/j.jmrt.2019.10.071

Manjunatha, S., B. Ammani Kuttan, G. K. Ramesh, B. J. Gireesha, and Emad H. Aly. "3D flow and heat transfer of micropolar fluid suspended with mixture of nanoparticles (Ag-CuO/H2O) driven by an exponentially stretching surface." Multidiscipline Modeling in Materials and Structures 16, no. 6 (2020): 1691-1707. https://doi.org/10.1108/MMMS-12-2019-0226

Prashar, Preeti, Odelu Ojjela, Pravin Kashyap Kambhatla, and Samir Kumar Das. "Numerical investigation of boundary layer flow past a thin heated needle immersed in hybrid nanofluid." Indian Journal of Physics (2022): 1-14. https://doi.org/10.1007/s12648-020-01944-8

Wahid, Nur Syahirah, Norihan Md Arifin, Mustafa Turkyilmazoglu, Mohd Ezad Hafidz Hafidzuddin, and Nor Aliza Abd Rahmin. "MHD hybrid Cu- Al2O3/water nanofluid flow with thermal radiation and partial slip past a permeable stretching surface: analytical solution." Journal of Nano Research 64 (2020): 75-91. https://doi.org/10.4028/www.scientific.net/JNanoR.64.75

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Flow and heat transfer along a permeable stretching/shrinking curved surface in a hybrid nanofluid." Physica Scripta 94, no. 10 (2019): 105219. https://doi.org/10.1088/1402-4896/ab0fd5

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid nanofluid flow and heat transfer over a nonlinear permeable stretching/shrinking surface." International Journal of Numerical Methods for Heat & Fluid Flow 29, no. 9 (2019): 3110-3127. https://doi.org/10.1108/HFF-01-2019-0057

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "MHD flow and heat transfer of a hybrid nanofluid past a permeable stretching/shrinking wedge." Applied Mathematics and Mechanics 41, no. 3 (2020): 507-520. https://doi.org/10.1007/s10483-020-2584-7

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid nanofluid flow past a permeable moving thin needle." Mathematics 8, no. 4 (2020): 612. https://doi.org/10.3390/math8040612

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Squeezed hybrid nanofluid flow over a permeable sensor surface." Mathematics 8, no. 6 (2020): 898. https://doi.org/10.3390/math8060898

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Melting heat transfer of a hybrid nanofluid flow towards a stagnation point region with second-order slip." Proceedings of the Institution of Mechanical Engineers, Part E: Journal of Process Mechanical Engineering 235, no. 2 (2021): 405-415. https://doi.org/10.1177/0954408920961213

Zainal, N. A., R. Nazar, K. Naganthran, and I. Pop. "Impact of anisotropic slip on the stagnation-point flow past a stretching/shrinking surface of the Al2O3-Cu/H2O hybrid nanofluid." Applied Mathematics and Mechanics 41 (2020): 1401-1416. https://doi.org/10.1007/s10483-020-2642-6

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Stability analysis of MHD hybrid nanofluid flow over a stretching/shrinking sheet with quadratic velocity." Alexandria Engineering Journal 60, no. 1 (2021): 915-926. https://doi.org/10.1016/j.aej.2020.10.020

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "MHD flow and heat transfer of hybrid nanofluid over a permeable moving surface in the presence of thermal radiation." International Journal of Numerical Methods for Heat & Fluid Flow 31, no. 3 (2021): 858-879. https://doi.org/10.1108/HFF-03-2020-0126

Rostami, Mohammadreza Nademi, Saeed Dinarvand, and Ioan Pop. "Dual solutions for mixed convective stagnation-point flow of an aqueous silica–alumina hybrid nanofluid." Chinese journal of physics 56, no. 5 (2018): 2465-2478. https://doi.org/10.1016/j.cjph.2018.06.013

Alabdulhadi, Sumayyah, Iskandar Waini, Sameh E. Ahmed, and Anuar Ishak. "Hybrid nanofluid flow and heat transfer past an inclined surface." Mathematics 9, no. 24 (2021): 3176. https://doi.org/10.3390/math9243176

Anuar, Nur Syazana, Norfifah Bachok, and Ioan Pop. "Influence of buoyancy force on Ag-MgO/water hybrid nanofluid flow in an inclined permeable stretching/shrinking sheet." International Communications in Heat and Mass Transfer 123 (2021): 105236. https://doi.org/10.1016/j.icheatmasstransfer.2021.105236

Khashi’ie, Najiyah Safwa, Norihan Md Arifin, and Ioan Pop. "Mixed convective stagnation point flow towards a vertical Riga plate in hybrid Cu-Al2O3/water nanofluid." Mathematics 8, no. 6 (2020): 912. https://doi.org/10.3390/math8060912

Waini, I., A. Ishak, and I. Pop. "Flow towards a Stagnation Region of a Vertical Plate in a Hybrid Nanofluid: Assisting and Opposing Flows. Mathematics 2021, 9, 448." μ-Synthesis FO-PID for Twin Rotor Aerodynamic System. Mathematics 2021, 9, 2504 (2021): 205. https://doi.org/10.3390/math9040448

Yashkun, Ubaidullah, Khairy Zaimi, Anuar Ishak, Ioan Pop, and Rabeb Sidaoui. "Hybrid nanofluid flow through an exponentially stretching/shrinking sheet with mixed convection and Joule heating." International Journal of Numerical Methods for Heat & Fluid Flow 31, no. 6 (2021): 1930-1950. https://doi.org/10.1108/HFF-07-2020-0423

Dinarvand, Saeed. "Nodal/saddle stagnation-point boundary layer flow of CuO–Ag/water hybrid nanofluid: a novel hybridity model." Microsystem Technologies 25, no. 7 (2019): 2609-2623. https://doi.org/10.1007/s00542-019-04332-3

Dinarvand, Saeed, Mohammadreza Nademi Rostami, and Ioan Pop. "A novel hybridity model for TiO2-CuO/water hybrid nanofluid flow over a static/moving wedge or corner." Scientific reports 9, no. 1 (2019): 16290. https://doi.org/10.1038/s41598-019-52720-6

Gangadhar, Kotha, R. Edukondala Nayak, M. Venkata Subba Rao, and T. Kannan. "Nodal/Saddle stagnation point slip flow of an aqueous convectional magnesium oxide–gold hybrid nanofluid with viscous dissipation." Arabian Journal for Science and Engineering 46 (2021): 2701-2710. https://doi.org/10.1007/s13369-020-05195-x

Jamaludin, Anuar, Kohilavani Naganthran, Roslinda Nazar, and Ioan Pop. "MHD mixed convection stagnation-point flow of Cu-Al2O3/water hybrid nanofluid over a permeable stretching/shrinking surface with heat source/sink." European Journal of Mechanics-B/Fluids 84 (2020): 71-80. https://doi.org/10.1016/j.euromechflu.2020.05.017

Jamaludin, Anuar, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Mixed convection hybrid nanofluid flow over an exponentially accelerating surface in a porous media." Neural Computing and Applications 33, no. 22 (2021): 15719-15729. https://doi.org/10.1007/s00521-021-06191-4

Takabi, Behrouz, and Saeed Salehi. "Augmentation of the heat transfer performance of a sinusoidal corrugated enclosure by employing hybrid nanofluid." Advances in Mechanical Engineering 6 (2014): 147059. https://doi.org/10.1155/2014/147059

Ghalambaz, Mohammad, Natalia C. Roşca, Alin V. Roşca, and Ioan Pop. "Mixed convection and stability analysis of stagnation-point boundary layer flow and heat transfer of hybrid nanofluids over a vertical plate." International Journal of Numerical Methods for Heat & Fluid Flow 30, no. 7 (2020): 3737-3754. https://doi.org/10.1108/HFF-08-2019-0661

Khan, Umair, Aurang Zaib, Sakhinah Abu Bakar, Nepal Chandra Roy, and Anuar Ishak. "Buoyancy effect on the stagnation point flow of a hybrid nanofluid toward a vertical plate in a saturated porous medium." Case Studies in Thermal Engineering 27 (2021): 101342. https://doi.org/10.1016/j.csite.2021.101342

Khashi’ie, Najiyah Safwa, Iskandar Waini, Nurul Amira Zainal, Khairum Hamzah, and Abdul Rahman Mohd Kasim. "Hybrid nanofluid flow past a shrinking cylinder with prescribed surface heat flux." Symmetry 12, no. 9 (2020): 1493. https://doi.org/10.3390/sym12091493

Khashi’ie, Najiyah Safwa, Iskandar Waini, Anuar Ishak, and Ioan Pop. "Blasius Flow over a Permeable Moving Flat Plate Containing Cu-Al2O3 Hybrid Nanoparticles with Viscous Dissipation and Radiative Heat Transfer." Mathematics 10, no. 8 (2022): 1281. https://doi.org/10.3390/math10081281

Khashi'ie, Najiyah Safwa, Norihan Md Arifin, and Ioan Pop. "Non-Darcy mixed convection of hybrid nanofluid with thermal dispersion along a vertical plate embedded in a porous medium." International Communications in Heat and Mass Transfer 118 (2020): 104866. https://doi.org/10.1016/j.icheatmasstransfer.2020.104866

Khashi'ie, Najiyah Safwa, Norihan Md Arifin, Natalia C. Rosca, Alin V. Rosca, and Ioan Pop. "Three-dimensional flow of radiative hybrid nanofluid past a permeable stretching/shrinking sheet with homogeneous-heterogeneous reaction." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 2 (2022): 568-588. https://doi.org/10.1108/HFF-01-2021-0017

Wahid, Nur Syahirah, Norihan Md Arifin, Najiyah Safwa Khashi'ie, and Ioan Pop. "Mixed convection of a three-dimensional stagnation point flow on a vertical plate with surface slip in a hybrid nanofluid." Chinese Journal of Physics 74 (2021): 129-143. https://doi.org/10.1016/j.cjph.2021.08.013

Wahid, Nur Syahirah, Norihan Md Arifin, Najiyah Safwa Khashi'ie, Ioan Pop, Norfifah Bachok, and Mohd Ezad Hafidz Hafidzuddin. "Flow and heat transfer of hybrid nanofluid induced by an exponentially stretching/shrinking curved surface." Case Studies in Thermal Engineering 25 (2021): 100982. https://doi.org/10.1016/j.csite.2021.100982

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid Nanofluid Flow with Homogeneous-Heterogeneous Reactions." Computers, Materials & Continua 68, no. 3 (2021). https://doi.org/10.32604/cmc.2021.017643

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid nanofluid flow on a shrinking cylinder with prescribed surface heat flux." International Journal of Numerical Methods for Heat & Fluid Flow 31, no. 6 (2021): 1987-2004. https://doi.org/10.1108/HFF-07-2020-0470

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Multiple solutions of the unsteady hybrid nanofluid flow over a rotating disk with stability analysis." European Journal of Mechanics-B/Fluids 94 (2022): 121-127. https://doi.org/10.1016/j.euromechflu.2022.02.011

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Flow and heat transfer over a permeable moving wedge in a hybrid nanofluid with activation energy and binary chemical reaction." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 5 (2022): 1686-1705. https://doi.org/10.1108/HFF-04-2021-0298

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Unsteady stagnation point flow past a permeable stretching/shrinking Riga plate in Al2O3-Cu/H2O hybrid nanofluid with thermal radiation." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 8 (2022): 2640-2658. https://doi.org/10.1108/HFF-08-2021-0569

Hussain, S., Sameh E. Ahmed, and T. Akbar. "Entropy generation analysis in MHD mixed convection of hybrid nanofluid in an open cavity with a horizontal channel containing an adiabatic obstacle." International Journal of Heat and Mass Transfer 114 (2017): 1054-1066. https://doi.org/10.1016/j.ijheatmasstransfer.2017.06.135

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid nanofluid flow induced by an exponentially shrinking sheet." Chinese Journal of Physics 68 (2020): 468-482. https://doi.org/10.1016/j.cjph.2019.12.015

Acharya, Nilankush, Suprakash Maity, and Prabir Kumar Kundu. "Framing the hydrothermal features of magnetized TiO2–CoFe2O4 water-based steady hybrid nanofluid flow over a radiative revolving disk." Multidiscipline Modeling in Materials and Structures 16, no. 4 (2020): 765-790. https://doi.org/10.1108/MMMS-08-2019-0151

Khashi'ie, Najiyah Safwa, Norihan Md Arifin, and Ioan Pop. "Magnetohydrodynamics (MHD) boundary layer flow of hybrid nanofluid over a moving plate with Joule heating." Alexandria Engineering Journal 61, no. 3 (2022): 1938-1945. https://doi.org/10.1016/j.aej.2021.07.032

Wahid, Nur Syahirah, Norihan Md Arifin, Najiyah Safwa Khashi'ie, Ioan Pop, Norfifah Bachok, and Mohd Ezad Hafidz Hafidzuddin. "MHD mixed convection flow of a hybrid nanofluid past a permeable vertical flat plate with thermal radiation effect." Alexandria Engineering Journal 61, no. 4 (2022): 3323-3333. https://doi.org/10.1016/j.aej.2021.08.059

Wahid, Nur Syahirah, Norihan Md Arifin, Najiyah Safwa Khashi'ie, Ioan Pop, Norfifah Bachok, and Ezad Hafidz Hafidzuddin. "MHD hybrid nanofluid flow with convective heat transfer over a permeable stretching/shrinking surface with radiation." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 5 (2022): 1706-1727. https://doi.org/10.1108/HFF-04-2021-0263

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Hybrid nanofluid flow over a permeable non-isothermal shrinking surface." Mathematics 9, no. 5 (2021): 538. https://doi.org/10.3390/math9050538

Waini, I., A. Ishak, and I. Pop. "Magnetohydrodynamic flow past a shrinking vertical sheet in a dusty hybrid nanofluid with thermal radiation." Applied Mathematics and Mechanics (2022): 1-14. https://doi.org/10.1007/s10483-022-2807-8

Waini, Iskandar, Anuar Ishak, and Ioan Pop. "Radiative and magnetohydrodynamic micropolar hybrid nanofluid flow over a shrinking sheet with Joule heating and viscous dissipation effects." Neural Computing and Applications 34, no. 5 (2022): 3783-3794. https://doi.org/10.1007/s00521-021-06640-0

Waini, Iskandar, Anuar Ishak, Ioan Pop, and Roslinda Nazar. "Dusty hybrid nanofluid flow over a shrinking sheet with magnetic field effects." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 3 (2022): 1067-1091. https://doi.org/10.1108/HFF-01-2021-0081

Waini, Iskandar, Umair Khan, Aurang Zaib, Anuar Ishak, and Ioan Pop. "Thermophoresis particle deposition of CoFe2O4-TiO2 hybrid nanoparticles on micropolar flow through a moving flat plate with viscous dissipation effects." International Journal of Numerical Methods for Heat & Fluid Flow 32, no. 10 (2022): 3259-3282.

https://doi.org/10.1108/HFF-12-2021-0767

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Unsteady EMHD stagnation point flow over a stretching/shrinking sheet in a hybrid Al2O3-Cu/H2O nanofluid." International Communications in Heat and Mass Transfer 123 (2021): 105205. https://doi.org/10.1016/j.icheatmasstransfer.2021.105205

Zainal, Nurul Amira, Roslinda Nazar, Kohilavani Naganthran, and Ioan Pop. "Unsteady MHD stagnation point flow induced by exponentially permeable stretching/shrinking sheet of hybrid nanofluid." Engineering Science and Technology, an International Journal 24, no. 5 (2021): 1201-1210. https://doi.org/10.1016/j.jestch.2021.01.018

Xue, Q. Z. "Model for thermal conductivity of carbon nanotube-based composites." Physica B: Condensed Matter 368, no. 1-4 (2005): 302-307. https://doi.org/10.1016/j.physb.2005.07.024

Abbas, Nadeem, S. Nadeem, and M. Y. Malik. "On extended version of Yamada–Ota and Xue models in micropolar fluid flow under the region of stagnation point." Physica A: Statistical Mechanics and its Applications 542 (2020): 123512. https://doi.org/10.1016/j.physa.2019.123512

Bilal, Muhammad, Anwar Saeed, Taza Gul, Ishtiaq Ali, Wiyada Kumam, and Poom Kumam. "Numerical approximation of microorganisms hybrid nanofluid flow induced by a wavy fluctuating spinning disc." Coatings 11, no. 9 (2021): 1032. https://doi.org/10.3390/coatings11091032

Bilal, Muhammad, Taza Gul, Abdelaziz Alsubie, and Ishtiaq Ali. "Axisymmetric hybrid nanofluid flow with heat and mass transfer amongst the two gyrating plates." ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte Mathematik und Mechanik 101, no. 11 (2021): e202000146. https://doi.org/10.1002/zamm.202000146

Saba, Fitnat, Naveed Ahmed, Umar Khan, and Syed Tauseef Mohyud-Din. "A novel coupling of (CNT-Fe3O4/H2O) hybrid nanofluid for improvements in heat transfer for flow in an asymmetric channel with dilating/squeezing walls." International Journal of Heat and Mass Transfer 136 (2019): 186-195. https://doi.org/10.1016/j.ijheatmasstransfer.2019.02.097

Saeed, Anwar, Wajdi Alghamdi, Safyan Mukhtar, Syed Imad Ali Shah, Poom Kumam, Taza Gul, Saleem Nasir, and Wiyada Kumam. "Darcy-Forchheimer hybrid nanofluid flow over a stretching curved surface with heat and mass transfer." PLoS One 16, no. 5 (2021): e0249434. https://doi.org/10.1371/journal.pone.0249434

Gul, Taza, Safyan Mukhtar, Wajdi Alghamdi, Ishtiaq Ali, Anwar Saeed, and Poom Kumam. "Entropy and Bejan Number Influence on the Liquid Film Flow of Viscoelastic Hybrid Nanofluids in a Porous Space in Terms of Heat Transfer." ACS omega 7, no. 37 (2022): 33365-33374. https://doi.org/10.1021/acsomega.2c03975

Gul, Taza, Safyan Mukhtar, Wajdi Alghamdi, Elsayed Tag Eldin, Mansour F. Yassen, and Kamel Guedri. "The radiative flow of the thin-film Maxwell hybrid nanofluids on an inclined plane in a porous space." Frontiers in Energy Research 10 (2022): 970293. https://doi.org/10.3389/fenrg.2022.970293

Gul, Taza, Safyan Mukhtar, Wajdi Alghamdi, Zehba Raizah, Sharifah E. Alhazmi, and ElSayed Tag ElDin. "Radiative couple stress Casson hybrid nanofluid flow over an inclined stretching surface due to nonlinear convection and slip boundaries." Frontiers in Energy Research 10 (2022): 965309. https://doi.org/10.3389/fenrg.2022.965309

Petrosino, Anthony, Robert F. Boruch, Haluk Soydan, Lorna Duggan, and Julio Sanchez-Meca. "Meeting the challenges of evidence-based policy: The Campbell Collaboration." The ANNALS of the American academy of political and social science 578, no. 1 (2001): 14-34. https://doi.org/10.1177/0002716201578001002

Zairul, Mohd. "A thematic review on student-centred learning in the studio education." Journal of Critical Reviews 7, no. 2 (2020): 504-511. https://doi.org/10.31838/jcr.07.02.95

Clarke, Victoria, and Virginia Braun. "Teaching thematic analysis: Overcoming challenges and developing strategies for effective learning." The psychologist 26, no. 2 (2013): 120-123.

Hamilton, R. L, and O. K. Crosser. "Thermal conductivity of heterogeneous two-component systems." Industrial & Engineering chemistry fundamentals 1, no. 3 (1962): 187-191. https://doi.org/10.1021/i160003a005

Suresh, S., K. P. Venkitaraj, P. Selvakumar, and M. Chandrasekar. "Synthesis of Al2O3–Cu/water hybrid nanofluids using two step method and its thermo physical properties." Colloids and Surfaces A: Physicochemical and Engineering Aspects 388, no. 1-3 (2011): 41-48. https://doi.org/10.1016/j.colsurfa.2011.08.005

Maxwell, James Clerk. A treatise on electricity and magnetism. Vol. 1. Clarendon press, 1873.

Brinkman, Hendrik C. "The viscosity of concentrated suspensions and solutions." The Journal of chemical physics 20, no. 4 (1952): 571-571. https://doi.org/10.1063/1.1700493

Pak, Bock Choon, and Young I. Cho. "Hydrodynamic and heat transfer study of dispersed fluids with submicron metallic oxide particles." Experimental Heat Transfer an International Journal 11, no. 2 (1998): 151-170. https://doi.org/10.1080/08916159808946559

Sundar, L. Syam, Manoj K. Singh, and Antonio CM Sousa. "Enhanced heat transfer and friction factor of MWCNT–Fe3O4/water hybrid nanofluids." International Communications in Heat and Mass Transfer 52 (2014): 73-83. https://doi.org/10.1016/j.icheatmasstransfer.2014.01.012

Sundar, L. Syam, E. Venkata Ramana, M. P. F. Graça, Manoj K. Singh, and Antonio CM Sousa. "Nanodiamond-Fe3O4 nanofluids: preparation and measurement of viscosity, electrical and thermal conductivities." International Communications in Heat and Mass Transfer 73 (2016): 62-74. https://doi.org/10.1016/j.icheatmasstransfer.2016.02.013

Ho, C. J., J. B. Huang, P. S. Tsai, and Y. M. Yang. "Preparation and properties of hybrid water-based suspension of Al2O3 nanoparticles and MEPCM particles as functional forced convection fluid." International Communications in Heat and Mass Transfer 37, no. 5 (2010): 490-494. https://doi.org/10.1016/j.icheatmasstransfer.2009.12.007

Sarfraz, Mahnoor, Muhammad Yasir, and Masood Khan. "Exploring dual solutions and thermal conductivity in hybrid nanofluids: a comparative study of Xue and Hamilton–Crosser models." Nanoscale Advances 5, no. 23 (2023): 6695-6704. https://doi.org/10.1039/D3NA00503H

Zhang, Yan, Nazia Shahmir, Muhammad Ramzan, Hassan Ali S. Ghazwani, and M. Y. Malik. "Comparative analysis of Maxwell and Xue models for a hybrid nanofluid film flow on an inclined moving substrate." Case Studies in Thermal Engineering 28 (2021): 101598. https://doi.org/10.1016/j.csite.2021.101598

Azmi, Nadhira Azreen, Mohd Rijal Ilias, Siti Shuhada Ishak, Roselah Osman, and Abdul Rahman Mohd Kasim. "Maxwell Hybrid Nanofluid Flow Towards a Stagnation Point on a Stretching/Shrinking Inclined Plate with Radiation and Nanoparticles Shapes Effect." Journal of Advanced Research in Numerical Heat Transfer 16, no. 1 (2024): 1-16. https://doi.org/10.37934/arnht.16.1.116

Zainal, Nurul Amira, Iskandar Waini, Najiyah Safwa Khashi’ie, Khairum Hamzah, Sayed Kushairi Sayed Nordin, Abdul Rahman Mohd Kasim, Roslinda Nazar, and Ioan Pop. "Stability Analysis of Unsteady Flow and Heat Transfer of Rear Stagnation Point in Hybrid Nanofluids with Thermal Radiation and Magnetic Impact." Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 112, no. 1 (2023): 84-93. https://doi.org/10.37934/arfmts.112.1.8493

Waini, Iskandar, Najiyah Safwa Khashi’ie, Nurul Amira Zainal, Khairum Hamzah, Abdul Rahman Mohd Kasim, Anuar Ishak, and Ioan Pop. "Flow and Thermal Characteristics of Couple Stress Fluid over a Stretching Surface with Hybrid Nanoparticles." Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 111, no. 2 (2023): 107-115. https://doi.org/10.37934/arfmts.111.2.107115

Khashi'ie, Najiyah Safwa, Khairum Bin Hamzah, Iskandar Waini, Nurul Amira Zainal, Sayed Kushairi Sayed Nordin, Abdul Rahman Mohd Kasim and IoanPop. "Response surface methodology of the unsteady axisymmetric magnetic hybrid nanofluid flow subject to a shrinking disk." Journal of Advanced Research in Applied Mechanics 112, no. 1 (2024): 137-148. https://doi.org/10.37934/aram.112.1.137148

Mokhtar, Masyfu’ah, Abdul Rahman Mohd Kasim, Nur Syahidah Nordin, and Iskandar Waini. "Flow and Heat Transfer of Williamson Hybrid Ferrofluid with Combined Convective Transport." Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 109, no. 2 (2023): 95-112. https://doi.org/10.37934/arfmts.109.2.95112

Nordin, Nur Syahidah, Abdul Rahman Mohd Kasim, Masyfu’ah Mokhtar, Iskandar Waini, Yusuf Olatunji Tijani, Sharidan Shafie, Najiyah Safwa Khashi’ie, and Nurul Amira Zainal. "Exploration of Recent Developments of Hybrid Nanofluids." Journal of Advanced Research in Fluid Mechanics and Thermal Sciences 114, no. 2 (2024): 130-154. https://doi.org/10.37934/arfmts.114.2.130154

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2024-09-03

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Mokhtar, M. ., Mohd Kasim, A. R. ., Waini, I. ., Nordin, N. S. ., & Al-Sharifi, H. A. M. . (2024). Thermophysical Correlation of Hybrid Nanofluids (HNFs) : A Thematic Review. Journal of Advanced Research in Numerical Heat Transfer, 23(1), 38–65. https://doi.org/10.37934/arnht.23.1.3865

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