Evidence map›Paper›PMID 42047946›Full record

ArticleDiscover nano2026

Experimental investigation of thermophysical properties of Al

Nasim Nayebpashaee

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

1 author.

Nasim NayebpashaeeDepartment of Mining and Material Engineering, Tarbiat Modares University, Tehran, Iran. n.nayebpashaee@modares.ac.ir.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Multi-component nanofluids have attracted increasing attention for advanced heat transfer and energy systems; however, experimental data on oxide-based quadri-hybrid nanofluids, particularly regarding their coupled rheological and interfacial behavior, remain scarce. In this study, the thermophysical properties of a novel Al₂O₃-TiO₂-CuO-Fe₃O₄/water-EG quadri-hybrid nanofluid were experimentally investigated. The suspension was stabilized using oleic acid and sodium dodecyl sulfonate, and the nanoparticles were characterized by SEM and XRD analyses. Dynamic viscosity, electrical conductivity, and surface tension were measured in the temperature range of 298-340 K at nanoparticle volume fractions of 0.1-1%. The electrical conductivity increased monotonically with concentration, reaching a maximum enhancement of approximately 170% at 1% loading. Surface tension exhibited a non-monotonic U-shaped trend, with a maximum reduction of 29% at 0.1% concentration. Rheological analysis revealed two distinct regimes: a low-shear Newtonian plateau and a high-shear shear-thickening behavior, where viscosity increased by nearly one order of magnitude under combined high-temperature and high-shear conditions. To model this nonlinear behavior, a high-accuracy RBF-based correlation was developed, reproducing the experimental viscosity data with a deviation below 3%. The results highlight the strong coupling between temperature, shear rate, and nanoparticle concentration, providing new insights into the design of quadri-hybrid nanofluids with tailored flow and interfacial properties.

Indexed as

Dynamic viscosityElectrical conductivityNanoparticle concentrationQuadri-hybrid nanofluidSurface tensionTemperature effectThermophysical properties

Identifiers

PMID42047946
PMCPMC13125544

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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.