Evidence map›Paper›PMID 42412149›Full record

ArticleDiscover nano2026

Computational study of magneto-hydrodynamic hybrid nanofluid flow and heat transfer over a stretchable surface with temperature-dependent thermal conductivity under motile microbes and slip effect.

Muhammad Umar Farooq, Aaqib Majeed, Taoufik Saidani, Parvez Ali, Jihad Younis, Mounirah Areshi

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

6 authors.

Muhammad Umar FarooqInternational Center for Interdisciplinary Research in Sciences, The University of Lahore, Lahore, 54000, Pakistan.
Aaqib MajeedDepartment of Mathematics, The University of Faisalabad, Sargodha Road, University Town, Faisalabad, 38000, Pakistan.
Taoufik SaidaniCenter for Scientific Research and Entrepreneurship, Northern Border University, 73213, Arar, Saudi Arabia.
Parvez AliDepartment of Mechanical Engineering, College of Engineering, Qassim University, 51452, Buraydah, Saudi Arabia.
Jihad YounisDepartment of Mathematics, University of Aden, Aden, Yemen. jihadyounis162@gmail.com.ORCID https://orcid.org/0000-0001-7116-3251
Mounirah AreshiDepartment of Mathematics, Faculty of Science, University of Tabuk, P.O.Box 741, 71491, Tabuk, Saudi Arabia.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Variable thermal conductivity plays important role in precisely modeling of hybrid nanofluid (HNF) flow and heat transfer. In practical applications, thermal conductivity frequently varies with temperature, nanoparticle concentration, and fluid composition, affecting the rate of energy transfer within the system. The present investigation offers an inclusive investigation of heat transfer in magnetized flow of a HNF consisting of zinc (Zn) and silicon dioxide (SiO

Indexed as

3D surfaceBrownian motionConvective boundary constraintsHybrid nanofluidMATLABMHDVelocity slip

Identifiers

PMID42412149
PMCPMC13341983

What OpenQuestion holds

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LicenceCC BY-NC-ND
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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.