An overview of non-Newtonian nanofluid flow in macro-and micro-channels using two-phase schemes

M Bayareh - Engineering Analysis with Boundary Elements, 2023 - Elsevier
This review paper provides an overview of heat transfer of non-Newtonian nanofluids
flowing in macro-and micro-channels using single-phase and two-phase approaches. This …

Statistical modeling for bioconvective tangent hyperbolic nanofluid towards stretching surface with zero mass flux condition

A Shafiq, SA Lone, TN Sindhu, QM Al-Mdallal… - Scientific Reports, 2021 - nature.com
This article presents the implementation of a numerical solution of bioconvective nanofluid
flow. The boundary layer flow (BLF) towards a vertical exponentially stretching plate with …

Rheological and thermophysical properties of hybrid nanofluids and their application in flat-plate solar collectors: a comprehensive review

MA Alfellag, HM Kamar, NAC Sidik, AS Muhsan… - Journal of Thermal …, 2023 - Springer
Conventional working fluids such as water, glycol, and synthetic oils are commonly
employed in solar thermal applications, but they have relatively low thermal conductivity …

Heat transport study of ternary hybrid nanofluid flow under magnetic dipole together with nonlinear thermal radiation

S Nasir, S Sirisubtawee, P Juntharee, AS Berrouk… - Applied …, 2022 - Springer
The distinctive enhancement of thermal efficiency and improvement of the energy exchange
rate as applied in the dynamics of fuels and cooling in vehicles have led to a growing …

Optimized ANFIS models based on grid partitioning, subtractive clustering, and fuzzy C-means to precise prediction of thermophysical properties of hybrid nanofluids

Z Zhang, M Al-Bahrani, B Ruhani… - Chemical Engineering …, 2023 - Elsevier
Applying machine learning algorithms in the prediction of nanofluids' thermophysical
properties such as density, viscosity, thermal conductivity (TC), and specific heat capacity …

Examining rheological behavior of CeO2-GO-SA/10W40 ternary hybrid nanofluid based on experiments and COMBI/ANN/RSM modeling

M Sepehrnia, H Maleki, M Karimi, E Nabati - Scientific Reports, 2022 - nature.com
In this study, the rheological behavior and dynamic viscosity of 10W40 engine oil in the
presence of ternary-hybrid nanomaterials of cerium oxide (CeO2), graphene oxide (GO) …

[HTML][HTML] Insight into the significance of nanoparticle aggregation and non-uniform heat source/sink on titania–ethylene glycol nanofluid flow over a wedge

SK Rawat, M Yaseen, U Khan, M Kumar… - Arabian Journal of …, 2023 - Elsevier
The properties of nanoparticles in the working fluid are affected by many external factors and
it further influences the effective properties of the resulting nanofluid. To study the heat …

Using different machine learning algorithms to predict the rheological behavior of oil SAE40-based nano-lubricant in the presence of MWCNT and MgO nanoparticles

M Baghoolizadeh, N Nasajpour-Esfahani… - Tribology …, 2023 - Elsevier
In the present study, using 15 machine learning algorithms (MLP, SVM, RBF, ELM, ANFIS, D-
Tree, MLR, MPR, BPNN, BN, LM, GD, BFGS, XGB and GMDH), the rheological behavior of …

Experimental study on the dynamic viscosity of hydraulic oil HLP 68-Fe3O4-TiO2-GO ternary hybrid nanofluid and modeling utilizing machine learning technique

M Sepehrnia, A Shahsavar, H Maleki… - Journal of the Taiwan …, 2023 - Elsevier
Background Considering the importance of hydraulic oils in various tasks, such as
lubrication and cooling, this study evaluated the feasibility of improving the efficiency of …

Integrating artificial neural networks, multi-objective metaheuristic optimization, and multi-criteria decision-making for improving MXene-based ionanofluids applicable …

T Hai, A Basem, A Alizadeh, K Sharma, DJ Jasim… - Scientific Reports, 2024 - nature.com
Optimization of thermophysical properties (TPPs) of MXene-based nanofluids is essential to
increase the performance of hybrid solar photovoltaic and thermal (PV/T) systems. This …