ArticleDiscover nano2026
Modeling of electro-diffusive ternary nanofluid flow between rotating disks using the Poisson-Nernst-Planck framework with a non-Fourier heat-flux model.
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.
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.
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.
Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
This work analyze the unsteady axisymmetric electro-diffusive flow and heat transfer of a ternary nanofluid between two rotating disks within the Poisson-Nernst-Planck (PNP) framework, using a Tiwari-Das-type effective single-phase mixture description for the ternary nanofluid. The model incorporates electro-viscous effects, a magnetic field, porous-medium resistance, temperature-dependent thermal conductivity, homogeneous and surface-catalyzed heterogeneous reactions, and the non-Fourier heat-flux law. The numerical results were obtained utilizing MATLAB's bvp4c solver. The outcomes show that enhancing the Schmidt number reduces concentration profiles, while increasing the chemical reaction and surface-catalyzed reaction parameters reduces concentration. The temperature field increases with variable thermal conductivity and is more strongly enhanced by blade-shaped nanoparticles than by spherical particles, whereas stronger thermal radiation and larger thermal relaxation reduce the temperature distribution. In addition, increasing the Reynolds number decreases the tangential velocity. These findings provide an integrated numerical assessment of how established electro-viscous, reactive, variable-conductivity, and non-Fourier heat-transfer mechanisms interact in a ternary-nanofluid rotating-disk system.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
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.