Evidence map›Paper›PMID 42474894›Full record

ArticleDiscover nano2026

Entropy generation and response surface analysis of tri-hybrid casson nanofluid with nonlinear radiation over a rotating disk.

Priyanka Pavuldass, P Bala Anki Reddy

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.

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0citing 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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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

2 authors.

Priyanka PavuldassDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India.
P Bala Anki ReddyDepartment of Mathematics, School of Advanced Sciences, Vellore Institute of Technology, Vellore, Tamil Nadu, 632014, India. pbarmaths@gmail.com.ORCID https://orcid.org/0000-0001-5824-1796

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Trihybrid nanofluids possess promising applications in the biomedical, electronic, cosmetic, and materials processing fields owing to their enhanced thermophysical characteristics. This study examined the flow and thermal characteristics of a tri-hybrid ([Formula: see text])/blood Casson nanofluid over a rotating disk, influenced by nonlinear thermal radiation, focusing on the Darcy-Forchheimer effects, slip phenomena, Biot number, and internal heat generation or absorption. The governing equations were simplified to a system of ordinary differential equations by introducing appropriate similarity variables and solved numerically using the BVP4C solver. The computed Nusselt number values were compared with those from earlier investigations in the literature and showed strong consistency, demonstrating the reliability of the present numerical model. Additionally, a response surface approach was utilized to create a regression model that showed excellent agreement with the numerical data, with a coefficient of determination of (99.99%), indicating high predictive accuracy for the skin friction coefficient. The analysis showed that the nanoparticle concentration had the greatest impact among the studied parameters, contributing approximately (70-75%), while the magnetic parameter accounted for about (14-16%), and the Casson parameter contributed nearly (10-13%) to the variation in skin friction.

Indexed as

Casson fluidNonlinear thermal radiationResponse surface methodologySlip conditionsTrihybrid nanofluid

Identifiers

PMID42474894
PMCPMC13385535

What OpenQuestion holds

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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.