Evidence map›Paper›PMID 41419908›Full record

ArticleScientific reports2025

Statistical analysis for heat transfer optimization of magnetohydrodynamics trihybrid nanofluid over a convectively heated Riga surface.

Maher Jebali, Sohail Rehman, Mohamed Bouzidi, Muhammad Eisa, Samia Nasr, Bilal Himmat

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In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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0cells of the map it votes in
1citing papers in PubMed
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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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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.

Maher JebaliComputer Science Department, Applied College, University of Hail, P.O. Box 2440, 55476, Ha'il City, Saudi Arabia.
Sohail RehmanDepartment of Physical and Numerical Sciences, Qurtuba University of Science and Information Technology, Peshawar, 25000, KP, Pakistan. sohail08ktk@gmail.com.
Mohamed BouzidiDepartment of Physics, College of Science, University of Ha'il, P.O. Box 2440, Ha'il, Saudi Arabia.
Muhammad EisaDepartment of Statistics, University of Peshawar, Peshawar, 25000, KP, Pakistan.
Samia NasrChemistry Department, College of Science, King Khalid University, 61413, Abha, Saudi Arabia.
Bilal HimmatDepartment of Computer Science, Faculty of Computer Science, Kabul University(KU), Kabul, Afghanistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The Riga plate is arrangement of electrodes and permanent magnets allows for efficient regulation of fluid flow. The Riga surface leverages Lorentz forces to control boundary layers (BL) and improve cooling purposes for effective electromagnetic flow control in nuclear and aeronautical engineering systems. Furthermore, by utilizing synergistic interactions of different nanoparticles, heat transfer rat can be optimized in industrial setup. The primary focus of this work is to investigate the unsteady BL flow of water-based tri-hybrid nanolfuid (tri-HNF) flow over a Riga plate senor under the influence of activation energy, cross-diffusion, and convective heating. Three different nanoparticles [Formula: see text], [Formula: see text] and [Formula: see text] are dispersed in a pure water. The model equations are constructed using BL theory and transformed into ordinary differential equations using an appropriate similarity rule. The Runge-Kutta fourth-order (RK-4) method, along with shooting approach, is used to address the problem numerically. The skin friction and Nusselt and Sherwood numbers are assessed using optimized statistical Response Surface Methodology (RSM) technique. The Gharesim model viscosity and Hamilton-Crosser thermal conductivity models are deployed in the governing model. A mathematical model is designed and developed using RSM to obtain an optimal skin friction, heat and mass transfer rate. Sensitivity analysis (SA) is performed to investigate the response of input on these coefficients. SA shows that in narrow BL, the skin friction rises with nanoparticle concentration. Velocity of tri-HNF boost with the Hartman number and the electrode-magnet distance parameter. The Soret number, and activation energy increases the concentration profile. Higher Nusselt number indicates improved heat transfer with increased nanoparticle load. Activation energy uplift the mass transfer rates, but dwindle with nanoparticle concentration.

Indexed as

Activation energyCross thermo-diffusion effectsRiga plateSensitivity analysisTri-hybrid nanofluid

Identifiers

PMID41419908
PMCPMC12827461

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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.