Evidence map›Paper›PMID 42322591›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Shape Memory Effect Controlled by Localized Flow of Liquid-Like Atoms in Metallic Glass.

Bo Huang, Shansi Liao, Jun Yi, Qing Wang, Tianyi Li, Shaofeng Lou, Baoshuang Shang, Jun-Qiang Wang, Gang Wang

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

9 authors.

Bo HuangState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.
Shansi LiaoState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.
Jun YiState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.
Qing WangState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.
Tianyi LiAdvanced Photon Source, Argonne National Laboratory, Argonne, Illinois, USA.ORCID https://orcid.org/0000-0002-6234-6096
Shaofeng LouState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.
Baoshuang ShangSongshan Lake Materials Laboratory, Dongguan, Guangdong, P. R. China.
Jun-Qiang WangNingbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences, Ningbo, P. R. China.ORCID https://orcid.org/0000-0002-8066-6237
Gang WangState Key Laboratory of Materials for Advanced Nuclear Energy, Shanghai University, Shanghai, P. R. China.

Funding

Guangdong Provincial Quantum Science Strategic Initiative GDZX2301001National Natural Science Foundation of China 12474187National Natural Science Foundation of China 52471177National Natural Science Foundation of China U23A2065Natural Science Foundation of Shanghai 23ZR1421900Open Research Fund of Ningbo Institute of Materials Technology and Engineering, Chinese Academy of Sciences 22Z00376
6 · The paper itself

Abstract

Shape memory effect (SME) usually exists in crystalline alloys, polymers, ceramics, and their composites, induced by phase changes like Martensitic transformation and glass transition. Here, we report SME in metallic glasses (MGs) far below the glass transition temperatures. It is found that the recoverable strain of the trained MG, which reflects SME, increases with training temperature, stress, and time. The SME is interpreted as an intrinsic phenomenon of MGs, in which the local liquid-like regions (LLRs) with viscosities of ∼10

Indexed as

aging effectliquid‐like regionmedium‐range ordered structuremetallic glassshape memory effectstructural rejuvenation

Identifiers

PMID42322591
PMCPMC13411031

What OpenQuestion holds

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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.