Evidence map›Paper›PMID 40432769›Full record

ArticleInnovation (Cambridge (Mass.))2025

Elevating thermoelectric performance in the sub-ambient temperature range for electronic refrigeration.

Xiaojing Ma, Chenhao Lin, Hengyu Yang, Yuhao Fu, Kun Liang, Xin Bao, Sheng Ye, Jian Wang, Peng Zhao, Jiang Chen and 6 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Innovation (Cambridge (Mass.)), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Towards the practical realization of high-performance AgScience and technology of advanced materials · 2026
    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.

Xiaojing MaState Key Laboratory of Precision Welding & Joining of Materials and Structures, Harbin Institute of Technology, Harbin 150001, China.
Chenhao LinSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Hengyu YangSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Yuhao FuState Key Laboratory of Superhard Materials, College of Physics, Jilin University, Changchun 132000, China.
Kun LiangSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Xin BaoSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Sheng YeSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Jian WangSchool of Science, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Peng ZhaoSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Jiang ChenSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Shizhen ZhiSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Longzhi WuSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Sichen DuanSchool of Materials Science and Engineering, and Institute of Materials Genome & Big Data, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Feng CaoSchool of Science, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, China.
Qian ZhangState Key Laboratory of Precision Welding & Joining of Materials and Structures, Harbin Institute of Technology, Harbin 150001, China.
Jun MaoState Key Laboratory of Precision Welding & Joining of Materials and Structures, Harbin Institute of Technology, Harbin 150001, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Solid-state thermoelectric coolers, which enable direct heat pumping by utilizing electricity, play an essential role in electronic refrigeration. Given that these devices usually cool down to the sub-ambient temperature range, their performance is critically dependent on the material properties at temperatures below 300 K. Consequently, enhancing the thermoelectric properties of materials at sub-ambient temperature is of paramount importance for advancing cooling technology. Herein, a single-crystalline Mg

Indexed as

cooling performancedouble-stage coolersingle-crystalline Mg3Bi2-based materialsthermoelectric materials

Identifiers

PMID40432769
PMCPMC12105525

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.