Evidence map›Paper›PMID 42313254›Full record

ArticleJournal of molecular modeling2026

The influence of particle size on the critical cooling rate for Al-Mg metal-glass formation in laser powder bed fusion: a molecular dynamics approach.

Narges Rahmani, Milad Moradi Ganjeh, Soroush Parvizi, Nazanin Saeedi Saedi

Abstract read
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Article in Journal of molecular modeling, 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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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

4 authors.

Narges RahmaniDepartment of Materials Science and Engineering, Shahid Rajaee Teacher Training University (SRTTU), Tehran, 16875-163, Iran.
Milad Moradi GanjehDepartment of Materials Science and Engineering, Shahid Rajaee Teacher Training University (SRTTU), Tehran, 16875-163, Iran.
Soroush ParviziDepartment of Materials Science and Engineering, Shahid Rajaee Teacher Training University (SRTTU), Tehran, 16875-163, Iran. parvizi@sru.ac.ir.
Nazanin Saeedi SaediDepartment of Computer Engineering, Faculty of Engineering, Al-Zahra University, Tehran, 19938-93973, Iran.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Additive manufacturing of aluminum alloys, particularly laser powder bed fusion (LPBF), is widely used to fabricate complex industrial components. Understanding the influence of particle size on the critical cooling rate (CCR) is essential to control metal-glass formation in Al-Mg systems. Due to limitations in experimentally investigating of solidification at the atomic scale, molecular dynamics simulations were employed. Al95Mg5 nanoparticles with varying diameters were melted and subsequently cooled under different cooling rates. The results show that increasing the particle's diameter from 5 to 20 nm reduces the CCR from 9×

Indexed as

Additive manufacturingAl–Mg alloysMD simulationMetal glassModeling

Identifiers

PMID42313254

What OpenQuestion holds

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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.