Evidence map›Paper›PMID 42432415›Full record

ArticleDiscover nano2026

Effects of nonlinear thermal radiation in bioconvective flow of a micropolar nanofluid containing gyrotactic microorganisms over an oscillating curved surface.

Muhammad Naveed, Muhammad Imran, Ayesha Mubeen

Abstract read
In one paragraph

Article in Discover nano, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Muhammad NaveedDepartment of Mathematics, Division of Science and Technology, University of Education Lahore, Lahore, 54770, Pakistan.
Muhammad ImranDepartment of Mathematics, Division of Science and Technology, University of Education Lahore, Lahore, 54770, Pakistan. muhammadimran6490@gmail.com.ORCID https://orcid.org/0000-0002-2760-3595
Ayesha MubeenDepartment of Mathematics, Division of Science and Technology, University of Education Lahore, Lahore, 54770, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This research article presents a detailed analysis of nonlinear thermal radiation effects in the bioconvective flow of a micropolar nanofluid containing gyrotactic microorganisms over an oscillating curved surface. The formulation accounts for microstructural fluid behavior, Brownian motion, thermophoresis, and microorganism-induced bioconvection, providing a comprehensive framework for understanding transport phenomena in complex fluids. The governing partial differential equations are formulated using a curvilinear coordinate system to accurately capture the influence of surface curvature and oscillation. Nonlinear thermal radiation is incorporated into the energy equation to model realistic radiative heat transfer in high-temperature environments. The coupled system of equations governing momentum, angular momentum, energy, nanoparticle concentration, and microorganism density is reduced to a set of nonlinear ordinary differential equations via similarity transformations. The Homotopy Analysis Method (HAM) is employed to derive analytical solutions, offering adjustable convergence control and high accuracy. Graphical analysis reveals that the microorganism concentration profile decreases with increasing values of the Peclet number, microorganism difference parameter, bioconvection Lewis number, and curvature parameter. Conversely, the local motile density number increases with all the aforementioned parameters. From the tabulated data, it is noticed that the local Nusselt Number magnitude inclines up to 8% with developing values of the dimensionless ratio parameter, while for the Brownian parameter, the y Nusselt number magnitude drops bapproximately 0.05%. The magnitude of the local Motile density number grows up to 1.2% and 5.7% against the microorganism difference parameter and Peclet number, respectively. These findings enhance the understanding of microscale fluid dynamics and have promising applications in bio-microsystems, thermal regulation, and nanotechnology-based fluid processing.

Indexed as

BioconvectionGyrotactic microorganismsMicropolar fluidNonlinear thermal radiationOscillatory curved stretched surfaceThermophoretic and Brownian diffusions

Identifiers

PMID42432415
PMCPMC13354740

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.