Evidence map›Paper›PMID 41826737›Full record

ArticleNature materials2026

Grain boundary stabilization of fluorite ferroelectrics.

Shiyu Wang, Hai Zhong, Siyi Song, Ang Gao, Qinghua Zhang, Dong Su, Kuijuan Jin, Chen Ge, Lin Gu

Abstract read
PubMed Publisher
In one paragraph

Article in Nature materials, 2026. 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

9 authors.

Shiyu Wang *Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0009-0000-2019-7419
Hai Zhong *Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-4544-9915
Siyi Song *Institute of Environmental and Applied Chemistry, College of Chemistry, Central China Normal University, Wuhan, China.
Ang GaoInstitute of Environmental and Applied Chemistry, College of Chemistry, Central China Normal University, Wuhan, China.ORCID http://orcid.org/0000-0002-9513-9114
Qinghua ZhangBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China. zqh@iphy.ac.cn.ORCID http://orcid.org/0000-0001-9086-7000
Dong SuBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-1921-6683
Kuijuan JinBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China.ORCID http://orcid.org/0000-0002-0047-4375
Chen GeBeijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, China. gechen@iphy.ac.cn.ORCID http://orcid.org/0000-0002-8093-940X
Lin GuBeijing National Center for Electron Microscopy and Laboratory of Advanced Materials, Department of Materials Science and Engineering, Tsinghua University, Beijing, China. lingu@tsinghua.edu.cn.ORCID http://orcid.org/0000-0002-7504-031X

Funding

National Natural Science Foundation of China (National Science Foundation of China) 12222414National Natural Science Foundation of China (National Science Foundation of China) 52025025National Natural Science Foundation of China (National Science Foundation of China) 52250402National Natural Science Foundation of China (National Science Foundation of China) 52322212National Natural Science Foundation of China (National Science Foundation of China) 52421001Youth Innovation Promotion Association of the Chinese Academy of Sciences (Youth Innovation Promotion Association CAS) Y2022003
6 · The paper itself

Abstract

Grain boundaries (GBs) can tailor the macroscopic properties of polycrystalline materials via their intrinsic structural and electronic states. However, as independent heterointerfaces, their role in stabilizing grain phases remains largely unexplored, especially at the atomic scale. Here we report that chemically ordered heterogeneous GBs in ZrO

Identifiers

What OpenQuestion holds

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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.