Evidence map›Paper›PMID 41085171›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Resolving the Structural Duality of Graphene Grain Boundaries.

Haojie Guo, Emiliano Ventura-Macías, Mariano D Jiménez-Sánchez, Nicoleta Nicoara, Pierre Mallet, Jean-Yves Veuillen, Vincent T Renard, Antonio J Martínez-Galera, Pablo Pou, Julio Gómez-Herrero and 2 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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
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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

12 authors.

Haojie GuoDepartamento de Física de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0002-4407-0081
Emiliano Ventura-MacíasDepartamento de Física Teórica de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0002-8485-0840
Mariano D Jiménez-SánchezDepartamento de Física de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0001-9746-4378
Nicoleta NicoaraInternational Iberian Nanotechnology Laboratory (INL), Av. Mestre José Veiga s/n, Braga, 4715-330, Portugal.ORCID https://orcid.org/0000-0002-0909-4635
Pierre MalletUniversité Grenoble Alpes, Institut NEEL, Grenoble, 38000, France.
Jean-Yves VeuillenUniversité Grenoble Alpes, Institut NEEL, Grenoble, 38000, France.ORCID https://orcid.org/0000-0001-5498-4322
Vincent T RenardUniv. Grenoble Alpes, CEA, Grenoble INP, PHELIQS, IRIG, Grenoble, 38000, France.ORCID https://orcid.org/0000-0001-6242-9468
Antonio J Martínez-GaleraDepartamento de Física de Materiales, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0002-3982-7879
Pablo PouDepartamento de Física Teórica de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0002-5854-8218
Julio Gómez-HerreroDepartamento de Física de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0001-8583-8061
Rubén PérezDepartamento de Física Teórica de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0001-5896-541X
Iván BrihuegaDepartamento de Física de la Materia Condensada, Universidad Autónoma de Madrid, C. Francisco Tomás y Valiente, 7, Madrid, 28049, Spain.ORCID https://orcid.org/0000-0001-5032-9304

Funding

Barcelona Supercomputing Center Barcelona).Barcelona Supercomputing Center MarenostrumBarcelona Supercomputing Center Spanish Supercomputing Network (RES) is acknowledged for providing computational resources at theBarcelona Supercomputing Center Supercomputer (BSCComunidad de Madrid, and the Spanish State through the RecoveryComunidad de Madrid and Universidad Autónoma de Madrid PEJ-2020-AI/IND-17765Comunidad de Madrid and Universidad Autónoma de Madrid SI3/PJI/2021-00500Ikerbasque, Basque Foundation for Science PRTR-C17.I1(MAD2DCM)-UAM Materiales Avanzados]María de Maeztu Program for Units of Excellence in R&D CEX2023-001316-MMinisterio de Ciencia, Innovación y Universidades (MICINN) CNS2024-154772Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2019-106268GB-C3Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2020-115864RB-I00Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2020-116619GA-C22Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2022-138908NB-C32Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2023-149106NB-I00Ministerio de Ciencia, Innovación y Universidades (MICINN) PID2023-149150OB-I00Ministerio de Ciencia, Innovación y Universidades (MICINN) TED2021-131788A-I0NMAT2D-CM program S2018/NMT-4511Ramón y Cajal program RYC2022-038197-ITransformation and Resilience Plan [Materiales Disruptivos Bidimensionales (2D)
6 · The paper itself

Abstract

Grain boundaries (GBs) are ubiquitous in large-scale graphene samples, playing a crucial role in their overall performance. Due to their complexity, they are usually investigated as model structures, under the assumption of a fully relaxed interface. Here, cantilever-based non-contact atomic force microscopy (ncAFM) is presented as a suitable technique to resolve, atom by atom, the complete structure of these linear defects. These experimental findings reveal a richer scenario than expected, with the coexistence of energetically stable and metastable graphene GBs. Although both GBs are structurally composed of pentagonal and heptagonal rings, they can be differentiated by the irregular geometric shapes present in the metastable boundaries. Theoretical modeling and simulated ncAFM images, accounting for the experimental data, show that metastable GBs form under compressive uniaxial strain and exhibit vertical corrugation, whereas stable GBs remain in a fully relaxed, flat configuration. By locally introducing energy with the AFM tip, the possibility of manipulating the metastable GBs, driving them toward their minimum energy configuration, is shown. Notably, the high-resolution ncAFM images reveal a clear dichotomy: while the structural distortions of metastable grain boundaries are confined to just a few atoms, their impact on graphene's properties extends over significantly larger length scales.

Indexed as

2D materialsatomic scale imaging and manipulationcantilever‐based ncAFMgraphene grain boundaries

Identifiers

PMID41085171
PMCPMC13568866

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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.