Evidence map›Paper›PMID 41309951›Full record

ArticleScientific reports2025

Influence of coriolis force and nanoparticle aggregation on entropy generation and thermal conductivity in dusty nanofluid flow: a numerical investigation.

Bagh Ali, Muzammil Hussain, Aziz Ullah Awan, N Ameer Ahammad, Fehmi Gamaoun, Daba Meshesha Gusu, Sohail Nadeem

Abstract read
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. 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

7 authors.

Bagh AliDepartment of Mathematical Sciences, Saveetha School of Engineering, SIMATS, Chennai, Tamilnadu, 602105, India.
Muzammil HussainInstitute of Mathematics, University of the Punjab, Lahore, 54590, Pakistan.
Aziz Ullah AwanInstitute of Mathematics, University of the Punjab, Lahore, 54590, Pakistan.
N Ameer AhammadDepartment of Mathematics, Faculty of Science, University of Tabuk, 71491, Tabuk, Saudi Arabia.
Fehmi GamaounDepartment of Mechanical Engineering, College of Engineering, King Khalid University, 61421, Abha, Saudi Arabia.
Daba Meshesha GusuDepartment of Mathematics, College of Natural and Computational Sciences, Ambo University, Ambo, Ethiopia. daba.meshesha@ambou.edu.et.
Sohail NadeemDepartment of Mathematics, Quaid-i-Azam University, Islamabad, 45320, Pakistan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The present research introduces a novel framework for analyzing dusty nanofluid flow within a rotating frame, emphasizing the combined influence of nanoparticle aggregation, viscous dissipation, radiation, porous medium effects, and Coriolis force. The study's novelty lies in integrating these coupled mechanisms with entropy generation analysis to provide a unified thermofluid model. This model offers fresh insights into how radiation-rotation coupling, aggregation, and porous resistance reshape momentum and thermal transport in dusty nanofluid systems. The governing partial differential equations are transformed into nonlinear ordinary differential equations using similarity variables and solved numerically via MATLAB's bvp4c solver. Validation is established by comparing the results with published studies for limiting cases. The findings indicate that while aggregation reduces velocity, it increases the Nusselt number and temperature. Coriolis forces increase transverse flow and thicken the thermal layer, while radiation increases temperature and heat transfer but diminishes the axial flow. Aggregation lowers the Nusselt and Bejan numbers by about 20% and 15%, respectively. These results provide practical insights for the design of thermal management and nuclear cooling systems, rotating thermal-fluid systems such as filtration processes, aerosol technology, rotating energy devices, and environmental engineering applications.

Indexed as

Darcy–Forchheimer porous mediumDusty fluidEntropy generationNanoparticle aggregationNumerical schemeRotating frame

Identifiers

PMID41309951
PMCPMC12661017

What OpenQuestion holds

Textmetadata
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.