Evidence map›Paper›PMID 42577421›Full record

ReviewFrontiers in chemistry2026

Thermal-field coupling toward efficient water electrolysis.

Duanduan Liu, Jiayi Wan, Shuo Gao, Hongye Li

Abstract readReview
In one paragraph

Review in Frontiers in chemistry, 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

4 authors.

Duanduan LiuCollege of Electronic and Engineering, Nanjing Xiaozhuang University, Nanjing, Jiangsu, China.
Jiayi WanCollege of Electronic and Engineering, Nanjing Xiaozhuang University, Nanjing, Jiangsu, China.
Shuo GaoCollege of Electronic and Engineering, Nanjing Xiaozhuang University, Nanjing, Jiangsu, China.
Hongye LiCollege of Electronic and Engineering, Nanjing Xiaozhuang University, Nanjing, Jiangsu, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrochemical water splitting is limited by sluggish oxygen evolution kinetics and high energy consumption. Thermo-electricity coupling, utilizing heat and electric fields, has become an effective strategy to break away from traditional thermal methods and improve electrocatalytic efficiency. This work summarizes the core mechanisms of thermo-electric coupled water splitting, including thermal suppression of charge disproportionation, thermal driven spin regulation and thermal strain engineering, while elucidated the thermal effects beyond mass transfer. Utilizing industrial or power waste heat as a low-cost heat source, this strategy improved energy efficiency and matched with renewable energy systems. Besides, the challenges and prospects are proposed for the practical development of high-efficiency thermo-electricity coupled hydrogen production.

Indexed as

electronic state regulationoxygen evolution reactionthermo-electricity couplingwaste heatwater electrolysis

Identifiers

PMID42577421
PMCPMC13454125

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.