Evidence map›Paper›PMID 42207365›Full record

ArticleDiscover nano2026

A study on surface tension gradient flow of viscoelastic tetra hybrid nanofluid over a Riga plate with elastic deformation for improving thermal efficiency in industrial systems.

Abdullah A Faqihi, Safa Chlahbi, Saba Liaqat, Muyassar Norberdiyeva, Ali Akgül, Murad Khan Hassani

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. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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.

Abdullah A FaqihiDepartment of Industrial Engineering, College of Engineering and Computer Science, Jazan University, Jazan, Saudi Arabia.
Safa ChlahbiMining Research Center, Northern Border University, Arar, 73213, Saudi Arabia.
Saba LiaqatDepartment of Computer Engineering, Biruni University, 34010, Istanbul, Turkey. sabaliaqat516@gmail.com.
Muyassar NorberdiyevaDepartment of Chemistry and Its Teaching Methods, National Pedagogical University of Uzbekistan, Tashkent, Uzbekistan.
Ali AkgülDepartment of Electronics and Communication Engineering, Saveetha School of Engineering, SIMATS, Chennai, Tamilnadu, India.
Murad Khan HassaniDepartment of Mathematics, Ghazni University, Ghazni, Afghanistan. mhassani@gu.edu.af.

Funding

SAFA CHLAHBI NBU-xxx-2025-3740-xx
6 · The paper itself

Abstract

This work investigates the influence of heat source on the chemically reactive flow of Boger tetra hybrid nanofluid over a Riga plate using Marangoni convection and a Darcy-Forchheimer porous medium. The diffusion of tetra nanoparticles ([Formula: see text] and [Formula: see text]) in sodium alginate produces the tetra hybrid nanofluid. The Marangoni convection effect has been observed to include flow, mass and heat transmission. In nuclear reactors and electronic devices, where accurate temperature control is critical, this sophisticated fluid dynamics framework holds a vital role in improving the effectiveness of cooling systems. The model guarantees higher reaction rates and product yields by aiding in the development of cutting-edge coating technologies and chemical reactor optimization. The modelled boundary layer conservation equations are transformed into non-linear coupled ODEs using an appropriate transformation. Once the model equation system has been condensed using the proper similarity variables, it is numerically resolved using the shooting method and the traditional bvp4c solver. The findings show that with greater solvent fraction parameter values, the use of Boger fluid improves the tetra hybrid nanofluid's velocity profile and reduces its thermal field.

Indexed as

Boger tetra hybrid nanofluidChemical reactionDarcy–Forchheimer effectHeat generationMarangoni convectionViscous dissipation

Identifiers

PMID42207365
PMCPMC13219550

What OpenQuestion holds

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LicenceCC BY-NC-ND
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.