Evidence map›Paper›PMID 42505023›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Ferroelectric Catalysts in the Hydrogen Evolution Reaction: A Perspective.

Rongxuan Lu, Weizhen Meng, Zhenxiang Cheng, Judy N Hart, Michael Ferry, Sean Li, Wenxian Li

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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

7 authors.

Rongxuan LuSchool of Chemical Engineering, UNSW, Sydney, NSW, Australia.
Weizhen MengCollege of Physics, Hebei Key Laboratory of Photophysics Research and Application, Hebei Normal University, Shijiazhuang, China.ORCID https://orcid.org/0000-0002-4913-0928
Zhenxiang ChengInstitute for Superconducting and Electronic Materials (ISEM), University of Wollongong, Wollongong, NSW, Australia.ORCID https://orcid.org/0000-0003-4847-2907
Judy N HartSchool of Materials Science and Engineering, UNSW, Sydney, NSW, Australia.ORCID https://orcid.org/0000-0001-7584-779X
Michael FerrySchool of Materials Science and Engineering, UNSW, Sydney, NSW, Australia.
Sean LiSchool of Materials Science and Engineering, UNSW, Sydney, NSW, Australia.ORCID https://orcid.org/0000-0003-4437-8817
Wenxian LiSchool of Chemical Engineering, UNSW, Sydney, NSW, Australia.ORCID https://orcid.org/0000-0002-4485-7239

Funding

Australian Research Council Discovery Project DP260102992China Postdoctoral Science Foundation 2025M773382Hebei Natural Science Foundation A2024205006National Natural Science Foundation of China 12404073Science Research Project of Hebei Education Department BJ2025051
6 · The paper itself

Abstract

Hydrogen, as a clean and sustainable energy carrier, is currently predominantly produced by electrocatalytic water splitting, which relies on traditional precious-metal-based catalysts. The use of non-precious-metal-based catalysts to promote water splitting driven by renewable energy is gradually gaining favor. Recently, ferroelectric (FE) materials have attracted extensive attention in various catalytic reactions owing to their spontaneous polarization. As a model system with relatively simple reaction pathways, the hydrogen evolution reaction (HER) facilitates a deeper understanding of the role of polarization in catalytic mechanisms. This perspective highlights recent advances and conceptual developments in FE catalysts for the HER. First, we introduce the fundamental mechanisms of the HER and ferroelectricity. Second, based on structural design, FE catalysts are classified into single-phase FE catalysts, single-atom modified FE catalysts, FE heterostructure catalysts, and other engineered FE catalysts, and examples of research on each class of FE catalyst for the HER are discussed. Finally, prospects for the future development of FE catalysts for the HER are discussed from the perspectives of intrinsic FE metals, unconventional FE systems, and the coupling of spin with other physical properties. We hope this perspective will provide new insights and research references for exploring FE catalysts for the HER.

Indexed as

electrocatalysisferroelectric catalystsHERphotocatalysispolarization switching

Identifiers

PMID42505023
PMCPMC13403739

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.