Evidence map›Paper›PMID 40974376›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Rational Grain Boundary Segregation Enables Long-Term Thermally Stable, Catalytically Active, and CO-Tolerant Nanograined Metals.

Xin Geng, Xiaolong Lu, Zhenyu Wang, Baptiste Gault

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

4 authors.

Xin GengMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0009-0005-8272-8365
Xiaolong LuSchool of Intelligent Manufacturing Ecosystem, Xi'an Jiaotong-Liverpool University, Suzhou, 215123, China.
Zhenyu WangMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.
Baptiste GaultMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Grain boundaries (GBs) impart nanocrystalline metals with unique functional properties but are often plagued by poor thermal stability. While solute segregation is commonly used to stabilize GBs, stability alone is insufficient-effective strategies must also preserve, or ideally enhance, functional activity, a critical aspect largely overlooked. Here, it is shown that GB segregation is not universally beneficial: the same segregant can either stabilize or destabilize GBs depending on its local concentration and spatial distribution. Using boron-segregated platinum as an example, a concentration-dependent duality is uncovered: at sub-equilibrium levels, boron strengthens GB cohesion and preserves structure during prolonged annealing; when oversaturated, boron clusters near GBs, generating repulsive interactions that trigger decohesion. In extreme cases, segregation can render GBs less stable than those without segregants. To address this, a three-step framework is established for rational GB design: 1) theoretical selection of segregants with strong GB affinity and minimal impact on catalytic energetics, 2) thermodynamic determination of segregation limits, and 3) kinetic trapping during nanoparticle attachment for targeted GB incorporation. Guided by this approach, thermally stable, GB-rich platinum nanograins that retain high catalytic activity and exhibit enhanced carbon monoxide tolerance are fabricated. This work provides a blueprint for engineering robust, high-performance nanocrystalline materials.

Indexed as

anti‐CO poisoningatom probe tomographyGB engineeringGB segregationthermal stability

Identifiers

PMID40974376
PMCPMC12667514

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.