Evidence map›Paper›PMID 42881164›Full record

ArticleNature communications2026

Hydride-induced palladium self-diffusion and surface restructuring on Pd(111).

Raju Lipin, Muhammad Umer, Apinya Ngoipala, Sousa Javan Nikkhah, Matthias Vandichel

Abstract read
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In one paragraph

Article in Nature communications, 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

5 authors.

Raju LipinMaterials and Catalysis Modelling (MACATAMO) Group, Bernal Institute, University of Limerick, Limerick, Ireland.ORCID http://orcid.org/0000-0001-6550-8209
Muhammad UmerMaterials and Catalysis Modelling (MACATAMO) Group, Bernal Institute, University of Limerick, Limerick, Ireland.ORCID http://orcid.org/0000-0002-0685-6171
Apinya NgoipalaMaterials and Catalysis Modelling (MACATAMO) Group, Bernal Institute, University of Limerick, Limerick, Ireland.
Sousa Javan NikkhahSimulation of Structures across Scales (SUSAS) Group, Department of Chemistry, Maynooth University, Maynooth, County Kildare, Ireland. Sousa.Javannikkhah@mu.ie.ORCID http://orcid.org/0000-0003-1725-4069
Matthias VandichelMaterials and Catalysis Modelling (MACATAMO) Group, Bernal Institute, University of Limerick, Limerick, Ireland. Matthias.Vandichel@ul.ie.ORCID http://orcid.org/0000-0003-1592-0726

Funding

EC | EU Framework Programme for Research and Innovation H2020 | H2020 Priority Excellent Science | H2020 Future and Emerging Technologies (H2020 Excellent Science - Future and Emerging Technologies) 952184Irish Research Council (An Chomhairle um Thaighde in Éirinn) GOIPD/2025/1233Irish Research Council (An Chomhairle um Thaighde in Éirinn) GOIPG/2021/867Science Foundation Ireland (SFI) 23/FFP-A/12221Science Foundation Ireland (SFI) 24/PATH-S/12616
6 · The paper itself

Abstract

Reaction conditions significantly affect the electrocatalyst surface but are often overlooked when evaluating catalytic performance. Pd forms hydride phases during proton reduction under cathodic potentials, which can lead to surface reconstructions and defect formation. However, the influence of hydride formation on Pd atom migration remains underexplored. Here, we show, using density functional theory and molecular dynamics simulations, the thermodynamic and hydride conditions associated with surface reconstruction in PdH

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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.