Evidence map›Paper›PMID 40721430›Full record

ArticleNature communications2025

Boron triggers grain boundary structural transformation in steel.

Xuyang Zhou, Sourabh Kumar, Siyuan Zhang, Xinren Chen, Baptiste Gault, Gerhard Dehm, Tilmann Hickel, Dierk Raabe

Abstract read
In one paragraph

Article in Nature communications, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Review
  3. 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

8 authors.

Xuyang Zhou *Max-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany. x.zhou@mpie.de.ORCID http://orcid.org/0000-0002-3789-4103
Sourabh Kumar *Federal Institute for Materials Research and Testing (BAM), Richard-Willstätter-Straße 11, Berlin, 12489, Germany.ORCID http://orcid.org/0000-0003-2488-8529
Siyuan ZhangMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany.ORCID http://orcid.org/0000-0001-7045-0865
Xinren ChenMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany.ORCID http://orcid.org/0000-0001-6528-8023
Baptiste GaultMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany.ORCID http://orcid.org/0000-0002-4934-0458
Gerhard DehmMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany.ORCID http://orcid.org/0000-0003-1601-8267
Tilmann HickelMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany. tilmann.hickel@bam.de.
Dierk RaabeMax-Planck-Institut for Sustainable Materials, Max-Planck-Straße 1, Düsseldorf, 40237, Germany. raabe@mpie.de.

Funding

Deutsche Forschungsgemeinschaft (German Research Foundation) 409476157Deutsche Forschungsgemeinschaft (German Research Foundation) HE 7225/11-1
6 · The paper itself

Abstract

Boron enhances the hardenability of low-alloyed steel and reduces embrittlement at low temperatures, at parts-per-million concentration levels. Its effectiveness arises from segregation to grain boundaries (GBs)-planar defects between crystals-yet atomic-scale evidence remains limited. We addressed this gap by synthesizing GBs with controllable geometry and orientation, enabling reproducible comparison with and without boron segregation. Differential phase-contrast imaging directly reveals boron at iron GBs, and in-situ TEM heating (20 °C to 800 °C) allows us to track the dynamic evolution of GB structures. We found that boron segregation induces local structural changes and triggers GB phase transformations, as corroborated by calculated GB defect phase diagrams spanning broad ranges of carbon and boron content. Our findings not only bridge a gap in understanding the interplay between GB structure and chemistry but also lay the groundwork for targeted design and passivation strategies in steel, potentially transforming its resistance to hydrogen embrittlement, corrosion, and mechanical failure.

Identifiers

PMID40721430
PMCPMC12304139

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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.