Evidence map›Paper›PMID 42807457›Full record

ArticleRSC advances2026

Anharmonic and surface effects on thermodynamic properties of Ag, Al, and Cu nanostructures.

Hua Xuan Dat, Nguyen Thi Thao, Ho Khac Hieu

Abstract read
In one paragraph

Article in RSC advances, 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

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.

Hua Xuan DatFaculty of Physics, Hanoi National University of Education 136 Xuan Thuy, Cau Giay Ha Noi Vietnam.
Nguyen Thi ThaoFaculty of Physics, Hanoi National University of Education 136 Xuan Thuy, Cau Giay Ha Noi Vietnam.
Ho Khac HieuFaculty of Physics and Chemistry, The University of Da Nang - University of Science and Education 459 Ton Duc Thang, Hoa Khanh Da Nang 550000 Vietnam hkhieu@ued.udn.vn.ORCID https://orcid.org/0000-0002-0635-2889

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We present a theoretical approach combining the statistical moment method (SMM) and a bonding-energy model to investigate the size-, shape-, and temperature-dependent thermodynamic properties of Ag, Al, and Cu nanostructures. Analytical expressions are derived for the mean square displacement (MSD), thermal expansion coefficient, isobaric heat capacity, and Debye temperature. The results demonstrate that as the characteristic size decreases, the MSD, thermal expansion coefficient, and isobaric heat capacity increase, whereas the Debye temperature decreases. As the size increases, these thermodynamic quantities asymptotically approach their corresponding bulk values. Notably, at high temperatures, we observe pronounced nonlinear variations in nanostructures smaller than 5 nm, highlighting the critical role of anharmonic effects in lattice vibrations. Furthermore, the thermodynamic properties exhibit a strong shape dependence governed by the dimensionless shape factor that quantifies the effect of nanoparticle geometry on the surface-atom fraction. Regular tetrahedral particles show the greatest size-dependent variations due to their high shape factor, while thin films exhibit the lowest. This confirms that the surface area fundamentally drives the thermodynamic behavior of these nanomaterials. This study provides valuable theoretical insights for the design and optimization of nanostructure architectures tailored for specific practical applications.

Identifiers

PMID42807457
PMCPMC13618062

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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.