Evidence map›Paper›PMID 39551984›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2025

Materials Design by Constructing Phase Diagrams for Defects.

Xuyang Zhou, Prince Mathews, Benjamin Berkels, Wassilios Delis, Saba Saood, Amel Shamseldeen Ali Alhassan, Philipp Keuter, Jochen M Schneider, Sandra Korte-Kerzel, Stefanie Sandlöbes-Haut and 6 more

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Review
  2. Review
  3. Article
  4. Materials Design by Constructing Phase Diagrams for Defects.Advanced materials (Deerfield Beach, Fla.) · 2025
    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

16 authors.

Xuyang ZhouMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0002-3789-4103
Prince MathewsMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.
Benjamin BerkelsAachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University, Schinkelstraße 2, 52062, Aachen, Germany.ORCID https://orcid.org/0000-0002-6969-187X
Wassilios DelisInsitute for Physical Metallurgy and Materials Physics, RWTH Aachen, 52074, Aachen, Germany.
Saba SaoodMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.
Amel Shamseldeen Ali AlhassanAachen Institute for Advanced Study in Computational Engineering Science (AICES), RWTH Aachen University, Schinkelstraße 2, 52062, Aachen, Germany.ORCID https://orcid.org/0000-0002-8031-8742
Philipp KeuterMaterials Chemistry, RWTH Aachen University, Kopernikusstraße 10, 52074, Aachen, Germany.
Jochen M SchneiderMaterials Chemistry, RWTH Aachen University, Kopernikusstraße 10, 52074, Aachen, Germany.
Sandra Korte-KerzelInsitute for Physical Metallurgy and Materials Physics, RWTH Aachen, 52074, Aachen, Germany.ORCID https://orcid.org/0000-0002-4143-5129
Stefanie Sandlöbes-HautInsitute for Physical Metallurgy and Materials Physics, RWTH Aachen, 52074, Aachen, Germany.ORCID https://orcid.org/0000-0001-6553-2129
Dierk RaabeMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0003-0194-6124
Jörg NeugebauerMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0001-9913-3599
Gerhard DehmMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0003-1601-8267
Tilmann HickelMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0003-0698-4891
Christina ScheuMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0001-7916-1533
Siyuan ZhangMax Planck Institute for Sustainable Materials, Max-Planck-Straße 1, 40237, Düsseldorf, Germany.ORCID https://orcid.org/0000-0001-7045-0865

Funding

Deutsche Forschungsgemeinschaft 409476157
6 · The paper itself

Abstract

Phase transformations and crystallographic defects are two essential tools to drive innovations in materials. Bulk materials design via tuning chemical compositions is systematized using phase diagrams. It is shown here that the same thermodynamic concept can be applied to manipulate the chemistry at defects. Grain boundaries in Mg-Ga system are chosen as a model system, because Ga segregates to the boundaries, while simultaneously improving the strength and ductility of Mg alloys. To reveal the role of grain boundaries, correlated atomic-scale characterization and simulation to scope and build phase diagrams for defects are presented. The discovery is enabled by triggering phase transformations of individual grain boundaries through local alloying, and sequentially imaging the structural and chemical changes using atomic-resolution scanning transmission electron microscopy. Ab initio simulations determined the thermodynamic stability of grain boundary phases, and found out that increasing Ga content enhances grain boundary cohesion, relating to improved ductility. The methodology to trigger, trace, and simulate defect transformation at atomic resolution enables a systematic development of defect phase diagrams, providing a valuable tool to utilize chemical complexity and phase transformations at defects.

Indexed as

automatic pattern recognitiondefect phase diagramdensity functional theorygrain boundary complexiontransmission electron microscopy

Identifiers

PMID39551984
PMCPMC11756050

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.