Evidence map›Paper›PMID 42596765›Full record

ReviewSmall (Weinheim an der Bergstrasse, Germany)2026

From Atomic-Scale Engineering to Industry-Ready Systems: Prospects for Seawater Electrolysis Toward Hydrogen.

Jiaxi Ding, Yutong Wu, Yanzhe Li, Jodie A Yuwono, Joshua Zheyan Soo, Shenlong Zhao, Chuan Zhao, Siva Karuturi, Doudou Zhang

Abstract readReview
PubMed Full text at PMC Publisher
In one paragraph

Review in Small (Weinheim an der Bergstrasse, 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

9 authors.

Jiaxi DingSchool of Engineering, College of Systems and Society, The Australian National University, Canberra, Australia.ORCID https://orcid.org/0009-0003-8962-9779
Yutong WuSchool of Chemistry, The University of New South Wales, Sydney, Australia.
Yanzhe LiCAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, China.
Jodie A YuwonoFaculty of Sciences, Engineering and Technology, School of Chemical Engineering, University of Adelaide, Adelaide, Australia.
Joshua Zheyan SooDepartment of Chemical Engineering, School of Engineering, Monash University Malaysia, Jalan Lagoon Selatan, Bandar Sunway, Malaysia.ORCID https://orcid.org/0000-0001-8022-3754
Shenlong ZhaoCAS Key Laboratory of Nanosystem and Hierarchical Fabrication, CAS Center for Excellence in Nanoscience, National Center for Nanoscience and Technology, Beijing, China.ORCID https://orcid.org/0000-0002-4073-1102
Chuan ZhaoSchool of Chemistry, The University of New South Wales, Sydney, Australia.ORCID https://orcid.org/0000-0001-7007-5946
Siva KaruturiSchool of Engineering, College of Systems and Society, The Australian National University, Canberra, Australia.
Doudou ZhangSchool of Engineering, Macquarie University, Sydney, Australia.

Funding

Australian Research Council DE250101071National Computational Infrastructure
6 · The paper itself

Abstract

To accelerate the industrial application of hydrogen (H

Indexed as

DFTdirect seawater electrolysiselectrocatalystselectrolyzers

Identifiers

PMID42596765
PMCPMC13592404

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.