Evidence map›Paper›PMID 39358376›Full record

ArticleNature communications2024

Grain boundary engineering for efficient and durable electrocatalysis.

Xin Geng, Miquel Vega-Paredes, Zhenyu Wang, Colin Ophus, Pengfei Lu, Yan Ma, Siyuan Zhang, Christina Scheu, Christian H Liebscher, Baptiste Gault

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
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

10 authors.

Xin Geng *Max Planck Institute for Sustainable Materials, Düsseldorf, Germany. x.geng@mpie.de.ORCID http://orcid.org/0009-0005-8272-8365
Miquel Vega-Paredes *Max Planck Institute for Sustainable Materials, Düsseldorf, Germany.ORCID http://orcid.org/0000-0001-9916-0167
Zhenyu WangMax Planck Institute for Sustainable Materials, Düsseldorf, Germany. z.wang@mpie.de.ORCID http://orcid.org/0000-0003-0849-6234
Colin OphusNational Center for Electron Microscopy, Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, CA, USA.ORCID http://orcid.org/0000-0003-2348-8558
Pengfei LuSchool of Energy and Power Engineering, Huazhong University of Science and Technology, Wuhan, China.
Yan MaMax Planck Institute for Sustainable Materials, Düsseldorf, Germany.ORCID http://orcid.org/0000-0002-1206-7822
Siyuan ZhangMax Planck Institute for Sustainable Materials, Düsseldorf, Germany.ORCID http://orcid.org/0000-0001-7045-0865
Christina ScheuMax Planck Institute for Sustainable Materials, Düsseldorf, Germany.ORCID http://orcid.org/0000-0001-7916-1533
Christian H LiebscherMax Planck Institute for Sustainable Materials, Düsseldorf, Germany.ORCID http://orcid.org/0000-0001-8620-4597
Baptiste GaultMax Planck Institute for Sustainable Materials, Düsseldorf, Germany. b.gault@mpie.de.ORCID http://orcid.org/0000-0002-4934-0458

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grain boundaries in noble metal catalysts have been identified as critical sites for enhancing catalytic activity in electrochemical reactions such as the oxygen reduction reaction. However, conventional methods to modify grain boundary density often alter particle size, shape, and morphology, obscuring the specific role of grain boundaries in catalytic performance. This study addresses these challenges by employing gold nanoparticle assemblies to control grain boundary density through the manipulation of nanoparticle collision frequency during synthesis. We demonstrate a direct correlation between increased grain boundary density and enhanced two-electron oxygen reduction reaction activity, achieving a significant improvement in both specific and mass activity. Additionally, the gold nanoparticle assemblies with high grain boundary density exhibit remarkable electrochemical stability, attributed to boron segregation at the grain boundaries, which prevents structural degradation. This work provides a promising strategy for optimizing the activity, selectivity, and stability of noble metal catalysts through precise grain boundary engineering.

Identifiers

PMID39358376
PMCPMC11446910

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.