Evidence map›Paper›PMID 42373930›Full record

ArticleDiscover nano2026

Numerical simulation of heat transfer through radiative hybrid nanofluid flow subject to thermal convection past a porous stretching surface.

Humaira Yasmin, Zehba Raizah, Saima Noor, Anwar Saeed

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

4 authors.

Humaira YasminDepartment of Mathematics and Statistics, College of Science, King Faisal University, P.O. Box 400, 31982, Al Ahsa, Saudi Arabia. hhassain@kfu.edu.sa.ORCID https://orcid.org/0000-0003-0199-6850
Zehba RaizahDepartment of Mathematics, Faculty of Science, King Khalid University, Abha, Saudi Arabia.
Saima NoorDepartment of Mathematics and Statistics, College of Science, King Faisal University, P.O. Box 400, 31982, Al Ahsa, Saudi Arabia.
Anwar SaeedDepartment of Computer Engineering, Biruni University, Istanbul, 34010, Turkey.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

In this study, a rigorous numerical simulation of the hybrid nanofluid (AA7072-AA7075/methanol) flow over a rotating porous stretching surface is presented. Such a configuration has great importance for aerospace thermal management and high-performance engines' cooling. The main aim is to study the synergistic effect of Soret, Dufour effects, thermal radiation, and exponential heat sources on the efficiency of the fluid flow. For centrifugal pumping systems and heat exchangers that have rotational stresses and multi-physical constraints, such a modeling framework is necessary to optimize the system. This study aims to connect theoretical magnetohydrodynamics with the practical applications to cooling applications within the industrial sector by using the Parametric Continuation Method (PCM). From the comparative analysis of current work, it has been noticed that there is a strong correlation between the current and published results, which ensures the authenticity of these results. From the tabular results, it has been observed that the skin friction enhances up to 74.7319% and 62.0497% by varying the A7072 and AA7075 NPs volume friction from 0.01 to 0.03, whereas it drops up to 34.1635% with the variation in the mixed convection factor. The energy transfer rate enhances up to 22.1359% by varying the thermal radiation factor from 0.3 to 0.7, whereas it drops up to 20.0484% and 21.0407% by varying the exponential heat source parameter and Dufour number from 0.1 to 0.5 and 0.2 to 0.6, respectively. The Sherwood number drops by up to 18.6451% by varying the activation energy factor from 1.0 to 5.0, while enhances up to 17.1852% with variation in the rate of chemical reaction factor.

Indexed as

Hybrid nanofluidMagnetohydrodynamics (MHD)Mixed convectionNanofluidPCM techniqueStretching sheetThermal radiation

Identifiers

PMID42373930
PMCPMC13315075

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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.