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Research Article | Open Access

Two finite difference schemes to enhance nanofluid stability and heat transfer: Bioconvection with motile microorganisms in non-Darcy media

Sahin Ahmed1Nava Jyoti Hazarika2Joaquin Zueco3( )Joaquín Solano Ramírez4
Department of Mathematics, Rajiv Gandhi Central University, Rono Hills, Itanagar, Arunachal Pradesh-791112, India
Department of Mathematics, Tyagbir Hem Baruah College, Jamugurihat, Sonitpur-784189, Assam, India
Department of Thermal Engineering and Fluids, Universidad Politécnica de Cartagena, Campus Muralla del Mar, 30202 Cartagena, Spain
Department of Mechanical Engineering, Materials and Manufacturing, Universidad Politécnica de Cartagena, Campus Muralla del Mar, 30202 Cartagena, Spain
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Abstract

This study investigates steady magnetohydrodynamic bioconvective flow of a Prandtl-type nanofluid containing motile microorganisms over an inclined stretching sheet embedded in a non-Darcy porous medium. The governing nonlinear similarity equations incorporate magnetic effects, Brownian diffusion, thermophoresis, and Forchheimer drag, thus representing the coupled interaction between momentum, heat, nanoparticle concentration, and microorganism transport. The resulting boundary-value problem is solved using two independent numerical approaches: a collocation-based solver (bvp4c) and the Network Simulation Method (NSM), formulated through an electrical analogy framework. Grid refinement and cross-validation confirm numerical consistency between both methods. The results indicate that magnetic and porous resistance parameters suppress momentum transport while modifying thermal and microorganism distributions within the boundary layer. Variations in bioconvection and inclination parameters significantly influence surface shear stress, heat transfer, and mass diffusion characteristics. The study demonstrates that NSM provides a stable and conservative computational framework for strongly nonlinear multiphysics boundary-layer systems, thus supporting its applicability to complex bioconvective nanofluid configurations.

CLC number: 35G30, 35Q30, 65N06, 65N12, 65N22, 65N50

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AIMS Mathematics
Pages 18970-18993

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Cite this article:
Ahmed S, Hazarika NJ, Zueco J, et al. Two finite difference schemes to enhance nanofluid stability and heat transfer: Bioconvection with motile microorganisms in non-Darcy media. AIMS Mathematics, 2026, 11(6): 18970-18993. https://doi.org/10.3934/math.2026772

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Received: 13 March 2026
Revised: 02 June 2026
Accepted: 16 June 2026
Published: 15 June 2026
©2026 the Author(s), licensee AIMS Press.

This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0)