Evidence map›Paper›PMID 42729846›Full record

ArticleMethodsX2026

Semi-analytical analysis of transport mechanism in hybrid nanomaterial dynamics with oxytactic microbes using Xue model.

Munawar Abbas, Saba Liaqat, Muhammad Azhar Iqbal, Ilkhom Khaydarov, Ali Hasan Ali, Mohamed Abbas El-Naggar

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In one paragraph

Article in MethodsX, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

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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

1 citing paper in PubMed.

  1. Article
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

6 authors.

Munawar AbbasMechanics and Mathematics Department of the Western Caspian University, Baku, Azerbaijan.
Saba LiaqatDepartment of Computer Engineering, Biruni University, Istanbul, 34010, Turkey.
Muhammad Azhar IqbalDepartment of Mathematics, The Islamia University of Bahawalpur, Bahawalpur, 63100, Pakistan.
Ilkhom KhaydarovSchool of Exact Sciences, National Pedagogical University of Uzbekistan named after Nizami, Tashkent, Uzbekistan.
Ali Hasan AliDepartment of Mathematics, College of Education for Pure Sciences, University of Basrah, Basra, 61001, Iraq.
Mohamed Abbas El-NaggarDepartment of General Subjects, University of Business and Technology, Jeddah, 21361, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

This study presents a comparative semi-analytical examination of Marangoni-driven mixed convective flow of a hybrid nanofluid containing oxytactic microbes over three different vertical geometries: cone, wedge and plate. The model integrates thermal radiation, viscous dissipation, Dufour-Soret effects, cross-diffusion effects, and magnetohydrodynamics within a single computational framework. The Xue thermal conductivity model characterizes the hybrid nanofluid's thermophysical properties with two different NPs dispersed in the base fluid. Results demonstrate that the Marangoni number significantly enhances velocity profiles and improves both heat and mass transmission rates across all geometries. The plate geometry exhibits superior performance due to uniform surface characteristics compared to the curved cone and wedge surfaces. The magnetic parameter slightly suppresses heat transfer through Lorentz forces. The thermal radiation promotes cooling by reducing thermal boundary layer thickness. Soret and Dufour effects considerably influence concentration and temperature distributions. Microbes' distributions are strongly affected by Peclet number and bioconvection Schmidt numbers for both gyrotactic and oxytactic types. This study provides critical insights for microfluidic bio-devices, thermal management systems, biomedical engineering, and renewable energy technologies requiring controlled transportation of heat, mass, and motile microbes. The velocity profile increases when the Marangoni convection parameter is increased, but the temperature and concentration profiles decrease.

Indexed as

Hybrid nanofluidMarangoni convectionOxytactic microorganismsSoret and dufour effects

Identifiers

PMID42729846
PMCPMC13563241

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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.