Non-Equilibrium Heat Revolution BVPh 2.0 Unlocks Al₂O₃-MoS₂/Blood Hybrid Nanofluid Dynamics under MHD Porous Constraints

Document Type : Research Paper

Authors
1 School of Mechanical Engineering, Universiti Sains Malaysia,14300 Nibong Tebal, Penang, Malaysia
2 Department of Mathematics, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, India
3 Department of Mathematics, Firat University, 23119 Elazig, Turkiye
4 Department of Computer Engineering, Biruni University, 34010 Istanbul, Turkiye
5 Faculty of Informatics and Computing, Universiti Sultan Zainal Abidin, Campus Besut, 22200 Terengganu, Malaysia
6 Department of Mathematics, Khazar University, Baku, Azerbaijan
Abstract
Hybrid nanofluids (HNFs) comprising Al2O3-MoS2 nanofillers in blood exhibit high thermal conductivity, which is beneficial for magnetic drug targeting and for porous heat exchangers. The non-Newtonian Williamson rheology under MHD (Magnetohydrodynamics), local thermal non-equilibrium (LTNE), and porous media remains unaddressed. This paper focuses on the 2D steady Williamson nanofluid flow over a permeable stretching sheet. It aims to quantify the effects of MHD, porosity, viscous dissipation, and interphase heat transfer on the velocity and temperature profiles and the engineering coefficients. The boundary-layer PDEs (Partial Differential Equations) resulting from the application of similarity transformations are reduced to nonlinear ordinary differential equations (ODEs) that are solved semi-analytically using the Homotopy Analysis Method (HAM) in BVPh 2.0/Mathematica (with a convergence set to 10-5). The LTNE (Local Thermal Non-Equilibrium) models the fluid and solid under isothermal conditions and accounts for separable Darcy resistance and Lorentz forces. An increasing Williamson parameter (Wp) and the MHD (Magnetohydrodynamics) parameter (M) are shown to thicken the velocity boundary layer through Lorentz drag and shear-thinning. An increase in the Eckert number (Ec) and the heat-generation parameter (Q) elevates the temperature due to viscous heating, whereas a higher interphase coefficient yields a more uniform temperature profile. The porosity-modified conductivity ratio (γ) favours solid conduction. An increase in skin friction of 125% (M: 0.01→1.2) and Nusselt number (Nu) increase of 50% (ε: 0.5→0.8) establishes the superiority of HNFs. BVPh 2.0 converges 20 times faster than the FDM (Finite-Difference Method). The findings are beneficial for magnetic hyperthermia applications (tumour ablation at 42-45°C) and MHD porous exchangers by providing optimal design directions.
Keywords
Subjects

Publisher’s Note Shahid Chamran University of Ahvaz remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

[1] Carmeliet, J., Descamps, F., Houvenaghel, G., A multiscale network model for simulating moisture transfer properties of porous media, Transport in Porous Media, 35, 1999, 67–88.
[2] Baragh, S., Shokouhmand, H., Ajarostaghi, S.S.M., Nikian, M., An experimental investigation on forced convection heat transfer of single-phase flow in a channel with different arrangements of porous media, International Journal of Thermal Sciences, 134, 2018, 370–379.
[3] Tan, X., Chen, W., Tian, H., Cao, J., Water flow and heat transport including ice/water phase change in porous media: Numerical simulation and application, Cold Regions Science and Technology, 68, 2011, 74–84.
[4] D’Orazio, A., Karimipour, A., Ranjbarzadeh, R.J.E., Lattice Boltzmann modelling of fluid flow through porous media: A comparison between pore-structure and representative elementary volume methods, Energies, 16, 2023, 5354.
[5] Cheng, Z., Ning, Z., Wang, Q., Zeng, Y., Qi, R., Huang, L., Zhang, W., The effect of pore structure on non-Darcy flow in porous media using the lattice Boltzmann method, Journal of Petroleum Science and Engineering, 172, 2019, 391–400.
[6] Guo, Z., Zhao, T.S., A lattice Boltzmann model for convection heat transfer in porous media, Numerical Heat Transfer, Part B: Fundamentals, 47, 2005, 157–177.
[7] Bear, J., Buchlin, J.-M., Modelling and Applications of Transport Phenomena in Porous Media, Springer, 5, 1991.
[8] Chen, L., He, A., Zhao, J., Kang, Q., Li, Z.-Y., Carmeliet, J., Shikazono, N., Tao, W.-Q., Pore-scale modelling of complex transport phenomena in porous media, Progress in Energy and Combustion Science, 88, 2022, 100968.
[9] Hao, L., Cheng, P., Pore-scale simulations on relative permeabilities of porous media by lattice Boltzmann method, International Journal of Heat and Mass Transfer, 53, 2010, 1908–1913.
[10] Konduru, R.N., Farges, O., Schick, V., Hairy, P., Gaillard, Y., Parent, G., Experimental and numerical investigation of porous heat exchangers with Kelvin cell structured foam at high temperatures: Coupled conduction-convection and radiation heat transfer, International Journal of Heat and Mass Transfer, 224, 2024, 125253.
[11] Othman, N.A., Yacob, N.A., Bachok, N., Ishak, A., Pop, I., Mixed convection boundary-layer stagnation point flow past a vertical stretching/shrinking surface in a nanofluid, Applied Thermal Engineering, 115, 2017, 1412–1417.
[12] Bachok, N., Ishak, A., Nazar, R., Senu, N., Stagnation-point flow over a permeable stretching/shrinking sheet in a copper-water nanofluid, Boundary Value Problems, 2013, 2013, 1–10.
[13] Anwar, M.S., Heat transfer in MHD convective stagnation point flow over a stretching surface with thermal radiation, Numerical Heat Transfer, Part A: Applications, 2023, 1–16.
[14] Parvin, S., Chamkha, A.J., An analysis on free convection flow, heat transfer and entropy generation in an odd-shaped cavity filled with nanofluid, International Communications in Heat and Mass Transfer, 54, 2014, 8–17.
[15] Khalid, A., Khan, I., Khan, A., Shafie, S., Unsteady MHD free convection flow of Casson fluid past an oscillating vertical plate embedded in a porous medium, Engineering Science and Technology, an International Journal, 18, 2015, 309–317.
[16] Rauf, A., Influence of convective conditions on three-dimensional mixed convective hydromagnetic boundary layer flow of Casson nanofluid, Journal of Magnetism and Magnetic Materials, 416, 2016, 200–207.
[17] Zaib, A., Bhattacharyya, K., Uddin, M., Shafie, S., Dual solutions of non-Newtonian Casson fluid flow and heat transfer over an exponentially permeable shrinking sheet with viscous dissipation, Modelling and Simulation in Engineering, 2016, 2016, 6968371.
[18] Raju, C.S.K., Sandeep, N., Sugunamma, V., Babu, M.J., Reddy, J.R., Heat and mass transfer in magnetohydrodynamic Casson fluid over an exponentially permeable stretching surface, Engineering Science and Technology, an International Journal, 19, 2016, 45–52.
[19] Sulochana, C., Ashwinkumar, G.P., Sandeep, N., Similarity solution of 3D Casson nanofluid flow over a stretching sheet with convective boundary conditions, Journal of the Nigerian Mathematical Society, 35, 2015, 128–141.
[20] Kumaran, G., Sandeep, N., Thermophoresis and Brownian moment effects on parabolic flow of MHD Casson and Williamson fluids with cross diffusion, Journal of Molecular Liquids, 233, 2017, 262–269.
[21] Zaib, A., Rashidi, M.M., Chamkha, A.J., Bhattacharyya, K., Numerical solution of second law analysis for MHD Casson nanofluid past a wedge with activation energy and binary chemical reaction, International Journal of Numerical Methods for Heat and Fluid Flow, 27, 2017, 2816–2834.
[22] Rehman, K.U., Malik, A.A., Malik, M.Y., Sandeep, N., Saba, N.U., Numerical study of double stratification in Casson fluid flow in the presence of mixed convection and chemical reaction, Results in Physics, 7, 2017, 2997–3006.
[23] Merkin, J.H., Najib, N., Bachok, N., Ishak, A., Pop, I., Stagnation-point flow and heat transfer over an exponentially stretching/shrinking cylinder, Journal of the Taiwan Institute of Chemical Engineers, 74, 2017, 65–72.
[24] Jalilpour, B., MHD non-orthogonal stagnation point flow of a nanofluid towards a stretching surface in the presence of thermal radiation, Ain Shams Engineering Journal, 9, 2017, 1671–1681.
[25] Zaib, A., Rashidi, M.M., Chamkha, A.J., Al-Mudhaf, A.F., Nonlinear radiation effect on Casson nanofluid past a plate immersed in Darcy-Brinkman porous medium with binary chemical reaction and activation energy, International Journal of Fluid Mechanics Research, 44, 2017, 513–531.
[26] Kumar, S., Choudhary, S., Kumari, K., Sharma, A., Choudhary, P., MHD Darcy-Forchheimer flow of SWCNT-H2O nanofluid over a porous stretching sheet, International Journal of Thermofluids, 26, 2025, 101064.
[27] Khan, N.S., Shah, Z., Shutaywi, M., Kumam, P., Thounthong, P., A comprehensive study to the assessment of Arrhenius activation energy and binary chemical reaction in swirling flow, Scientific Reports, 10, 2020, 7868.
[28] Khan, M.I., Khan, S.A., Hayat, T., Khan, M.I., Alsaedi, A., Arrhenius activation energy impact in binary chemically reactive flow of TiO2-Cu-H2O hybrid nanomaterial, International Journal of Chemical Reactor Engineering, 17, 2019, 20180183.
[29] Jawad, M., Zafar, H., Fu, Z., Alshehery, S., Junaid, M., Khan, I., Physics-informed neural networks for rotating EMHD flow of Jeffrey hybrid nanofluid with Arrhenius activation energy and mass convections, Expert Systems with Applications, 271, 2025, 126517.
[30] Jawad, M., Fu, Z., Khan, H., Ali, M., Khan, W.A., Abu-Jrai, A., Muhammad, T., Bio-convection in tri-hybrid nanofluid flow with Arrhenius activation energy: Incorporating the Cattaneo-Christov heat flux model, Journal of Radiation Research and Applied Sciences, 18, 2025, 101296.
[31] Hafed, Z.S., Arafa, A.A., Hussein, S.A., Ahmed, S.E., Morsy, Z., Bioconvective blood flow of tetra composition nanofluids passing through a stenotic artery with Arrhenius energy, Numerical Heat Transfer, Part B: Fundamentals, 2023, 1–24.
[32] Chou, D., Rehman, A., Rezapour, S., Examination of heat transfer in carbon nanotube nanofluids under thermal radiation, magnetic field, and viscosity distribution, Multiscale and Multidisciplinary Modeling, Experiments and Design, 8, 2025, 237.
[33] Bachok, N., Ishak, A., Nazar, R., Senu, N., Stagnation-point flow over a permeable stretching/shrinking sheet in a copper-water nanofluid, Boundary Value Problems, 2013, 2013, 1–10.
[34] Anwar, M.S., Heat transfer in MHD convective stagnation point flow over a stretching surface with thermal radiation, Numerical Heat Transfer, Part A: Applications, 2023, 1–16.
[35] Ahmed, S.E., Arafa, A.A., Hussein, S.A., Viscous dissipation and Joule heating in case of variable electrical conductivity Carreau–Yasuda nanofluid flow in a complex wavy asymmetric channel through porous media, Modern Physics Letters B, 38, 2024, 2450369.
[36] Kumar, L., Singh, A., Joshi, V.K., Sharma, K., MHD micropolar fluid flow with hall current over a permeable stretching sheet under the impact of Dufour-Soret and chemical reaction, International Journal of Thermofluids, 26, 2025, 101042.
[37] Mishra, A., Pathak, G., A comparative analysis of MoS2-SiO2/H2O hybrid nanofluid and MoS2-SiO2-GO/H2O ternary hybrid nanofluid over an inclined cylinder with heat generation/absorption, Numerical Heat Transfer, Part A: Applications, 2023, 1–30.
[38] Mishra, A., Upreti, H., A comparative study of Ag–MgO/water and Fe3O4–CoFe2O4/EG–water hybrid nanofluid flow over a curved surface with chemical reaction using Buongiorno model, Partial Differential Equations in Applied Mathematics, 5, 2022, 100322.
[39] Mishra, A., Rawat, S.K., Yaseen, M., Pant, M., Development of machine learning algorithm for assessment of heat transfer of ternary hybrid nanofluid flow towards three different geometries: Case of artificial neural network, Heliyon, 9, 2023.
[40] Rehman, A., Saeed, A., Salleh, Z., Jan, R., Kumam, P., Analytical investigation of the time-dependent stagnation point flow of a CNT nanofluid over a stretching surface, Nanomaterials, 12, 2022, 1108.
[41] Rehman, A., Khun, M.C., Rezapour, S., Inc, M., Garalleh, H.A., Muhammad, T., Analytical analysis and heat transfer of CuO and MgO engine oil base nanofluid with the influence of dynamic viscosity, magnetic field, and convective boundary conditions, ZAMM‐Journal of Applied Mathematics and Mechanics/Zeitschrift für Angewandte Mathematik und Mechanik, 104(6), 2024, e202300510.
[42] Rehman, A., Salah, B., Hussain, S., Analytical analysis of silver-water, silver-blood base nanofluid flow over fluctuating disk with the influence of viscous dissipation, Modern Physics Letters B, 37, 2023, 2350113.
[43] Rehman, A., Khan, I., Mixed convection flow of hybrid nanofluids with viscous dissipation and dynamic viscosity, BioNanoScience, 14, 2024, 946–954.
[44] SobhanaBabu, P.R., Rao, D.S., Waini, I., Sudarmozhi, K., Kumar, A.K., Jayalakshmi, P., Numerical investigation of entropy generation due to Joule heating in the thermally stratified flow of MHD Powell-Eyring fluid towards a porous curved surface, Case Studies in Thermal Engineering, 2026, 107678.
[45] Xiong, S., Liang, D., High-temperature diffusion behavior, wear-resistance and corrosion-resistance properties of Al2O3, MoS2, and ZnO nanoparticles on copper surfaces, Surfaces and Interfaces, 58, 2025, 105840.
[46] Shobha, A., Mageswari, M., Alqahtani, A.M., Arulmozhi, A., Rao, M.G., Sudarmozhi, K., Khan, I., Suction effect on porous shrinking cylinder in MHD casson fluid with the impact of heat generation and radiation, Journal of Porous Media, 27(7), 2024, 45-62.
[47] Rehman, A., Saad, A.A., Abas, S.S.B., Jawo, E., Sudarmozhi, K., Semi-numerical simulation for the thermal performance of unsteady squeezing non-Newtonian MHD couple stress ternary hybrid nanofluid flow between parallel surfaces, International Journal of Thermofluids, 31, 2026, 101516.
[48] Sudarmozhi, K., Iranian, D., Alessa, N., Investigation of melting heat effect on fluid flow with brownian motion/thermophoresis effects in the occurrence of energy on a stretching sheet, Alexandria Engineering Journal, 94, 2024, 366-376.
[49] Adnan, Nadeem, A., Khan, S.U., Khan, Y., Akermi, M., Hassani, R., Features of hydrocarbon liquid-based nanofluid under augmentation of parametric ranges in non-Darcy media, Modern Physics Letters B, 39, 2025, 2550041.
[50] Xiang, L., Song, Y., Yang, D., Zhang, Z., Cui, Y., Vafai, K., Experiments and modeling of boiling heat transfer of GNP nanofluids with metallic elements, Experimental Heat Transfer, 38, 2025, 127–144.
[51] Thakkar, N., Paliwal, P., Prasad Gupta, N., Agrawal, R., Sensitivity analysis of sustainability dimensions in technology ranking in multi-criteria decision-making approaches, Process Integration and Optimization for Sustainability, 2025, 1–26.
[52] Sharma, A., Sharma, R.P., Optimizing shear rate in unsteady stagnation point flow of micro-polar ternary nanofluid flow over a stationary plate: A statistical approach, ZAMM – Journal of Applied Mathematics and Mechanics, 105, 2025, e70276.
[53] Kumar, V.V., Sharma, R.P., Neural network and Taguchi design optimization of solvent fraction effects on heat dissipation in Bodewadt flow, International Communications in Heat and Mass Transfer, 169, 2025, 109845.
[54] Kumar, V.V., Sharma, R.P., Taguchi design approach for thermal enhancement in time-varying fluid injection of MXene bi-hybrid nanofluid-lubricated porous slider, Physics of Fluids, 37, 2025, 093128.
[55] Sudarmozhi, K., Devi, V.S., Öztop, H.F., Ahmad, H., Abd-Elmonem, A., Jamshed, W., Siddig, N.A., AI-neural network modelling of Williamson blood flow in porous medium Soret-Dufour effects with tetra hybrid nanoparticles, International Communications in Heat and Mass Transfer, 171, 2026, 110107.
[56] Kumar, V.V., Sharma, R.P., Entropy generation minimization in nuclear reactor cooling via rough rotating disk: A statistical approach, Multiscale and Multidisciplinary Modeling, Experiments and Design, 8, 2025, 245.
[57] Sudarmozhi, K., Devi, V.S., Rasool, G., El Maati, L.A., Alomar, M., Tawfik, S.G., Isothermal behaviour and streamline visualization of a tetra-hybrid nanoparticle suspension in water-based Williamson fluid under the influence of the Stefan effect, Tribology International, 215, 2026, 111365.
[58] Liao, S.J., Homotopy analysis method in nonlinear differential equations, Springer, 2012.
[59] Liao, S.J., An optimal homotopy-analysis approach for strongly nonlinear differential equations, Communications in Nonlinear Science and Numerical Simulation, 15, 2010, 2003–2016.
[60] Liao, S., On the homotopy analysis method for nonlinear problems, Applied Mathematics and Computation, 147, 2004, 499–513.
[61] Devi, S.A., Devi, S.S.U., 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, 2016, 249–257.
[62] Jafari, Y., Taeibi Rahni, M., Salimi, M.R., Miller, R., Dynamics and control of drop formation, detachment, and post-detachment oscillations – Computational simulation using a conservative phase field model in lattice Boltzmann method, Journal of Applied and Computational Mechanics, 2025, DOI: 10.22055/jacm.2025.48269.5106.
[63] Sahu, A., Bhowmick, S., Lattice Boltzmann solution of concave longitudinal fins under step-changing base boundary conditions associated with accumulated nonlinearity, Journal of Applied and Computational Mechanics, 11, 2025, 1–11.
[64] Sahu, A., Bhowmick, S., Transient response of longitudinal fins under step changes in base temperature and heat flux using lattice Boltzmann method, Journal of Applied and Computational Mechanics, 8, 2022, 925–939.