Evidence map›Paper›PMID 42230655›Full record

ArticleNature communications2026

Competing structural orders frustrate crystallization in a metallic glass.

Xin Zhang, Fujun Lan, Hongbo Lou, Yuxin Liu, Guangrun Zhong, Saichao Cao, Ke Yang, Zhidan Zeng, Hongwei Sheng, Qiaoshi Zeng

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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 ZhangShanghai Key Laboratory of Material Frontiers Research in Extreme Environments (MFree), Shanghai Advanced Research in Physical Sciences (SHARPS), Pudong, Shanghai, PR China.
Fujun LanCenter for High Pressure Science and Technology Advanced Research, Pudong, Shanghai, PR China.ORCID http://orcid.org/0000-0001-9617-693X
Hongbo LouShanghai Key Laboratory of Material Frontiers Research in Extreme Environments (MFree), Shanghai Advanced Research in Physical Sciences (SHARPS), Pudong, Shanghai, PR China. hongbo.lou@hpstar.ac.cn.ORCID http://orcid.org/0000-0002-5056-2576
Yuxin LiuCenter for High Pressure Science and Technology Advanced Research, Pudong, Shanghai, PR China.
Guangrun ZhongCenter for High Pressure Science and Technology Advanced Research, Pudong, Shanghai, PR China.
Saichao CaoShanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, PR China.ORCID http://orcid.org/0000-0002-9507-3389
Ke YangShanghai Synchrotron Radiation Facility, Shanghai Advanced Research Institute, Chinese Academy of Sciences, Shanghai, PR China.ORCID http://orcid.org/0009-0009-2159-4980
Zhidan ZengCenter for High Pressure Science and Technology Advanced Research, Pudong, Shanghai, PR China.ORCID http://orcid.org/0000-0003-4283-2393
Hongwei ShengDepartment of Physics and Astronomy, George Mason University, Fairfax, VA, USA.
Qiaoshi ZengShanghai Key Laboratory of Material Frontiers Research in Extreme Environments (MFree), Shanghai Advanced Research in Physical Sciences (SHARPS), Pudong, Shanghai, PR China. zengqs@hpstar.ac.cn.ORCID http://orcid.org/0000-0001-5960-1378

Funding

Science and Technology Commission of Shanghai Municipality (Shanghai Municipal Science and Technology Commission) 22dz2260800
6 · The paper itself

Abstract

Structural frustration is believed to play a key role in suppressing crystallization and promoting glass formation, yet experimentally quantifying and understanding the structural frustration in glasses remains highly challenging. Here, we systematically investigate the structural evolution of a prototypical metallic glass-former, Cu

Identifiers

PMID42230655
PMCPMC13392272

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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.