Evidence map›Paper›PMID 42321394›Full record

ReviewNature reviews. Chemistry2026

Hydrogen generation promoted by single-atom-based thermochemical catalysts.

Srinivas Gadipelli, Jian Guo, Juntao Li, Hanieh Akbari, Christopher A Howard, Hong Zhang, Neal T Skipper, Jerry Barker, Paul R Shearing, Dan J L Brett

Abstract readReview
PubMed Publisher
In one paragraph

Review in Nature reviews. 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

10 authors.

Srinivas GadipelliCollege of Physics, Sichuan University, Chengdu, China. s.gadipelli@ucl.ac.uk.ORCID http://orcid.org/0000-0002-1362-6905
Jian GuoCollege of Electronics and Information and Key Laboratory of Information Materials of Sichuan Provincial Education Department, Southwest Minzu University, Chengdu, China.ORCID http://orcid.org/0000-0001-8049-2567
Juntao LiDepartment of Chemical Engineering, University College London, London, UK.ORCID https://orcid.org/0000-0001-6158-604X
Hanieh AkbariDepartment of Physics and Astronomy, University College London, London, UK.
Christopher A HowardDepartment of Physics and Astronomy, University College London, London, UK.ORCID http://orcid.org/0000-0003-2550-0012
Hong ZhangCollege of Physics, Sichuan University, Chengdu, China.ORCID https://orcid.org/0000-0002-9332-1203
Neal T SkipperDepartment of Physics and Astronomy, University College London, London, UK.ORCID http://orcid.org/0000-0003-2940-3084
Jerry BarkerRedoxion Limited, London, UK.ORCID https://orcid.org/0000-0002-8791-1119
Paul R ShearingDepartment of Engineering Science, University of Oxford, Oxford, UK.ORCID https://orcid.org/0000-0002-1387-9531
Dan J L BrettProsemino Limited, London, UK.ORCID https://orcid.org/0000-0002-8545-3126

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Supplying energy in a clean and affordable manner, without damaging the environment, is one of the most pressing problems society now faces. Hydrogen can facilitate a low-carbon or net-zero emissions future; however, producing it on demand and in large quantities from thermodynamically stable gaseous-state, liquid-state and solid-state sources presents challenges, both environmentally and economically. Numerous catalytic routes have been proposed to promote H

Identifiers

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.