Evidence map›Paper›PMID 40011779›Full record

ArticleNature2025

Achieving kilowatt-scale elastocaloric cooling by a multi-cell architecture.

Guoan Zhou, Lingyun Zhang, Zexi Li, Peng Hua, Qingping Sun, Shuhuai Yao

Abstract read
PubMed Publisher
In one paragraph

Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

6 authors.

Guoan ZhouDepartment of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China. meguoanzhou@ust.hk.ORCID http://orcid.org/0000-0001-5327-5583
Lingyun ZhangSchool of Intelligent Manufacturing, Guangdong Eco-engineering Polytechnic, Guangzhou, China.ORCID http://orcid.org/0009-0003-2557-4510
Zexi LiDepartment of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China.ORCID http://orcid.org/0000-0001-7943-5215
Peng HuaSchool of Science, Harbin Institute of Technology, Shenzhen, China.ORCID http://orcid.org/0000-0002-8810-1839
Qingping SunDepartment of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China. meqpsun@ust.hk.ORCID http://orcid.org/0000-0002-1032-766X
Shuhuai YaoDepartment of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology, Hong Kong, China. meshyao@ust.hk.ORCID http://orcid.org/0000-0001-7059-4092

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Elastocaloric cooling using shape memory alloys (SMAs) has attracted considerable interest as an environmentally friendly, energy-efficient alternative to conventional vapour-compression refrigeration

Identifiers

PMID40011779

What OpenQuestion holds

Textmetadata
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.