Evidence map›Paper›PMID 41032621›Full record

ArticleACS nano2025

Ultra-Low Atomic Diffusion Barrier on Two-Dimensional Materials: The Case of Pt on Epitaxial Graphene.

Andrea Berti, Ramón M Bergua, Jose M Mercero, Deborah Perco, Paolo Lacovig, Silvano Lizzit, Elisa Jimenez-Izal, Alessandro Baraldi

Abstract read
In one paragraph

Article in ACS nano, 2025. 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

8 authors.

Andrea BertiDepartment of Physics, University of Trieste, Via Valerio 2, 34127 Trieste, Italy.ORCID 0000-0002-0712-5266
Ramón M BerguaPolimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia Saila, Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU) & Donostia International Physics Center (DIPC), M. de Lardizabal Pasealekua 3, 20018 Donostia, Euskadi, Spain.
Jose M MerceroPolimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia Saila, Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU) & Donostia International Physics Center (DIPC), M. de Lardizabal Pasealekua 3, 20018 Donostia, Euskadi, Spain.
Deborah PercoDepartment of Physics, University of Trieste, Via Valerio 2, 34127 Trieste, Italy.ORCID 0000-0003-4303-2371
Paolo LacovigElettra - Sincrotrone Trieste, AREA Science Park, S.S. Km 163.5 Basovizza, 34149 Trieste, Italy.ORCID 0000-0001-7001-7930
Silvano LizzitElettra - Sincrotrone Trieste, AREA Science Park, S.S. Km 163.5 Basovizza, 34149 Trieste, Italy.ORCID 0000-0003-1620-7228
Elisa Jimenez-IzalPolimero eta Material Aurreratuak: Fisika, Kimika eta Teknologia Saila, Kimika Fakultatea, Euskal Herriko Unibertsitatea (UPV/EHU) & Donostia International Physics Center (DIPC), M. de Lardizabal Pasealekua 3, 20018 Donostia, Euskadi, Spain.ORCID 0000-0003-1127-2100
Alessandro BaraldiDepartment of Physics, University of Trieste, Via Valerio 2, 34127 Trieste, Italy.ORCID 0000-0001-5690-9668

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding the energetics of atomic diffusion on graphene and two-dimensional (2D) materials is critical for advancing ultraminiaturized nanodevices, where even single-atom dynamics can significantly impact their functionality and performance, and for designing next-generation catalysts with superior activity and selectivity. In this work, we demonstrate that the combination of fast, high-resolution X-ray photoelectron spectroscopy (HR-XPS) and density functional theory (DFT) simulations provides a powerful approach to probe Pt atoms diffusion on epitaxial graphene. HR-XPS with its high chemical sensitivity and temporal resolution allows

Indexed as

density functional theorydiffusion energygraphenenucleationplatinumsurface atomic diffusionX-ray photoelectron spectroscopy

Identifiers

PMID41032621
PMCPMC12530044

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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.