Evidence map›Paper›PMID 42726551›Full record

ArticleNanomaterials (Basel, Switzerland)2026

Effects of Particle Size and Oxide Shell Thickness on the Oxidation Characteristics of Core-Shell Aluminum Nanoparticles Using Molecular Dynamics Simulation.

Siyi He, Zhengqing Zhou, Nan Zhang, Lujia Chai, Qi Liu, Kunpeng Li, Baolin Guo, Lei Ma, Xingci Cheng

Abstract read
In one paragraph

Article in Nanomaterials (Basel, Switzerland), 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
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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

9 authors.

Siyi HeSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Zhengqing ZhouSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Nan ZhangArmy Engineering University of PLA, Xuzhou 210001, China.
Lujia ChaiSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Qi LiuSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Kunpeng LiSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Baolin GuoSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Lei MaSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.
Xingci ChengSchool of Resources and Safety Engineering, University of Science and Technology Beijing, Beijing 100083, China.ORCID 0009-0006-4135-793X

Funding

Fundamental Research Funds for the Central Universities FRF-GF-25-020State Key Laboratory of Transient Chemical Effects and Control, China WDYX24614260205S&T Program of Hebei 22375419D
6 · The paper itself

Abstract

Aluminum nanoparticles (ANPs) possess a core-shell structure, yet the coupled roles of atomic stress and interfacial charge transfer in their slow-heating oxidation remain elusive. This study employs ReaxFF molecular dynamics simulations to investigate the oxidation of six core-shell ANPs with different particle sizes (5-10 nm) and shell thicknesses (0.5-2.0 nm) from 300 K to 1400 K. Results reveal that the stress evolution dictates the oxidation pathway. Thin shells (0.5-1.0 nm) undergo a compressive-to-tensile stress transition, leading to shell rupture at ~1060 K and subsequent outflow and rapid oxidation of Al into clusters, while thick shells (1.5-2.0 nm) maintain compressive confinement, preventing rupture but resulting in incomplete oxidation (58-84%). Mean squared displacement indicates earlier atomic diffusion onset for thin-shell particles (~7 ps) compared to thick-shell ones (~15 ps). Significantly, interfacial charge redistribution provides the electronic driving mechanism: thin shells facilitate charge homogenization and electron loss, lowering diffusion barriers, whereas thick shells sustain distinct charge separation, impeding atomic migration. These findings provide a theoretical basis for the atomic-scale stress-charge-diffusion coupling mechanism, offering crucial insights for the safety assessment and structural design of oxidation-resistant ANPs.

Indexed as

aluminum nanoparticlescore–shell structuremolecular dynamics simulationoxidation characteristics

Identifiers

PMID42726551
PMCPMC13566950

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