Evidence map›Paper›PMID 42197264›Full record

ArticleMolecules (Basel, Switzerland)2026

Synthesis of Pure Al and Al-GNP Composites via Powder Metallurgy for the Subsequent Development of Nanostructured Thin Films Using PLD.

Rosalba Castañeda-Guzmán, Roberto Ademar Rodríguez-Díaz, Rafael Felix-Contreras, Jesús Armando Lucero-Acuña, Jonathan de la Vega Olivas, Paul Zavala-Rivera, Jesús Porcayo-Calderon

Abstract read
In one paragraph

Article in Molecules (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
–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

7 authors.

Rosalba Castañeda-GuzmánInstituto de Ciencias Aplicadas y Tecnología, UNAM, Circuito Exterior S/N, Ciudad Universitaria, Alcaldía Coyoacán, Ciudad de Mexico 04510, Mexico.
Roberto Ademar Rodríguez-DíazInstituto de Ciencias Aplicadas y Tecnología, UNAM, Circuito Exterior S/N, Ciudad Universitaria, Alcaldía Coyoacán, Ciudad de Mexico 04510, Mexico.ORCID 0000-0002-0835-4677
Rafael Felix-ContrerasDepartamento de Ingenieria Quimica y Metalurgia, Universidad de Sonora, Hermosillo 83000, Mexico.
Jesús Armando Lucero-AcuñaDepartamento de Ingenieria Quimica y Metalurgia, Universidad de Sonora, Hermosillo 83000, Mexico.ORCID 0000-0002-2331-9351
Jonathan de la Vega OlivasDepartamento de Ingenieria Quimica y Metalurgia, Universidad de Sonora, Hermosillo 83000, Mexico.ORCID 0000-0002-2116-566X
Paul Zavala-RiveraDepartamento de Ingenieria Quimica y Metalurgia, Universidad de Sonora, Hermosillo 83000, Mexico.ORCID 0000-0002-2390-2344
Jesús Porcayo-CalderonDepartamento de Ingenieria Quimica y Metalurgia, Universidad de Sonora, Hermosillo 83000, Mexico.ORCID 0000-0002-6943-3926

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

While aluminum (Al) continues to be a cornerstone for microelectronic interconnect technologies, its chronic tendency toward hillock growth and thermal instability necessitates a transition toward high-performance nanostructured material architectures. This research tackles these reliability bottlenecks by achieving a molecular-level integration of graphene nanoplatelets (GNPs) within Al matrices, a strategy designed to fortify structural resilience. Adopting a green chemistry approach, we synthesized Al-GNP (0.25 vol.%) composite thin films through Pulsed Laser Deposition (PLD) using precursors derived from recycled aluminum. A major obstacle-the formation of the deleterious Al

Indexed as

graphene nanoplateletsgreen chemistrymetal matrix compositesmicrostructural evolutionnanosciencepulsed laser depositionrecycled aluminumthin films

Identifiers

PMID42197264
PMCPMC13209852

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Registered trials

None linked

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.