Evidence map›Paper›PMID 40146967›Full record

ArticlePloS one2025

Analytical solution of MHD bioconvection Williamson nanofluid flow over an exponentially stretching sheet with the impact of viscous dissipation and gyrotactic microorganism.

Siva Sankari, M Eswara Rao, Awatif M A Elsiddieg, Waris Khan, O D Makinde, Taoufik Saidani, Naoufel Kraiem, Hakim Al Garalleh

Abstract read
In one paragraph

Article in PloS one, 2025. 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

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

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

8 authors.

Siva SankariDepartment of Mathematics, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, India.
M Eswara RaoDepartment of Mathematics, Saveetha School of Engineering, SIMATS, Chennai, Tamil Nadu, India.
Awatif M A ElsiddiegDepartment of Mathematics, College of Science and Humanities, Prince Sattam bin Abdulaziz University, P.O. Box 710, Al-Kharj 11942, Saudi Arabia.
Waris KhanDepartment of Mathematics and Statistics, Hazara University, Mansehra 21120, Khyber Pakhtunkhwa, Pakistan.ORCID 0000-0002-4286-5403
O D MakindeFaculty of Military Science, Stellenbosch University, Saldanha, South Africa.ORCID 0000-0002-3991-4948
Taoufik SaidaniCenter for Scientific Research and Entrepreneurship, Northern Border University, Arar, Saudi Arabia.
Naoufel KraiemCollege of Computer Science, King Khalid University, Abha, Saudi Arabia.
Hakim Al GarallehDepartment of Mathematical Science, College of Engineering, University of Business and Technology, Jeddah 21361, Saudi Arabia.ORCID 0000-0003-3917-2339

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Nanofluids achieve high thermal transport efficiency by uniformly dispersing small particles in base liquids, significantly enhancing the heat transfer coefficients and making them vital in various thermal engineering applications. The research examines non-uniform thermal conductivity and activation energy critical for accurately describing fluid behaviour. The study incorporates bioconvection to prevent nanoparticle settling and ensure fluid stability through motile microorganisms. The governing partial differential equations are converted into ordinary differential equations that are solved using the Homotopy Analysis Method (HAM), to provide a strong mathematical framework for the analysis. This study finds that the velocity of the fluid decreases with magnetic constraint intensification and time retardation. however, heat transfer increases at higher radiation, and heat absorption/emission parameters but decreases with a higher Prandtl number, while an increased Schmidt number leads to decreased concentration profiles. This paper investigates a nano-Williamson fluid (NWF) flow over an exponentially stretched surface in a permeable medium, considering essential variables such as mixed convection, electromagnetic forces, non-linear thermal radiation, heat production, Joule heating and ohmic dissipation that are essential for understanding its complicated behavior.

Indexed as

HydrodynamicsModels, TheoreticalNanoparticlesThermal ConductivityViscosity

Identifiers

PMID40146967
PMCPMC11949506

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.