Evidence map›Paper›PMID 41274956›Full record

ArticleScientific reports2025

Controlling the size of nanoparticles using a magnetic field: a sphere packing approach.

Yazeed Tawalbeh, Marwa Ghazi, Mauro Fernandes Pereira

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

3 authors.

Yazeed TawalbehDepartment of Physics, Khalifa University of Science and Technology, 127788, Abu Dhabi, United Arab Emirates.
Marwa GhaziDepartment of Physics, Khalifa University of Science and Technology, 127788, Abu Dhabi, United Arab Emirates.
Mauro Fernandes PereiraDepartment of Physics, Khalifa University of Science and Technology, 127788, Abu Dhabi, United Arab Emirates. mauro.pereira@ku.ac.ae.

Funding

Khalifa University of Science, Technology and Research CIRA-2021-108
6 · The paper itself

Abstract

We present an analytical framework that predicts and controls nanoparticle size through external magnetic fields, uniting first-principles thermodynamics with a sphere packing approach. Calibrated to diamagnetic silver nanoparticles (20 nm at zero field and 5 nm at 250 mT), the model yields a closed-form relation between radius and field that reproduces the observed shift in most-probable size. Within the limits of classical capillarity and spherical demagnetization, the field lowers the nucleation barrier and drives the distribution toward smaller particles. Our results are robust for radii above [Formula: see text] nm ([Formula: see text] atoms). Below this scale non-extensive effects likely dominate, as discussed in detail in Supplementary Information. The approach generalizes to both diamagnetic and paramagnetic systems and the limitations expected for very small or ferromagnetically ordered nanoparticles are discussed.

Indexed as

magnetic field effectsnanoparticlesnucleation dynamicssilver nanoparticles

Identifiers

PMID41274956
PMCPMC12644893

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.