Scalable and Customizable Single-Atom Coatings for pH-Universal H

Yu Li, Linguo Lu, Kunsheng Hu, Minjia Yan, Xi-Lin Wu, Zhongfang Chen, Xiaoguang Duan

Abstract read

In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 2026. 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.

Illuminating the Interface: In Situ Optical Insights Into Two-Electron ORR Pathways for HAdvanced materials (Deerfield Beach, Fla.) · 2026
Review
Single-atom-engineered perovskite enables near-theoretical-rate hydroxyl radical electrogeneration.Nature communications · 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

7 authors.

Yu LiCollege of Geography and Environmental Science, Zhejiang Normal University, Jinhua, China.

Linguo LuDepartment of Chemistry, University of Puerto Rico, San Juan, Puerto Rico, USA.

Kunsheng HuSchool of Chemical Engineering, Adelaide University, Adelaide, South Australia, Australia.

Minjia YanCollege of Geography and Environmental Science, Zhejiang Normal University, Jinhua, China.

Xi-Lin WuCollege of Geography and Environmental Science, Zhejiang Normal University, Jinhua, China.

Zhongfang ChenDepartment of Chemistry, University of Puerto Rico, San Juan, Puerto Rico, USA.

Xiaoguang DuanSchool of Chemical Engineering, Adelaide University, Adelaide, South Australia, Australia.ORCID https://orcid.org/0000-0001-9635-5807

Funding

National Natural Science Foundation of China 52570094State Key Laboratory of Fine Chemicals, Dalian University of Technology KF2310

6 · The paper itself

Abstract

Achieving scalable fabrication of robust and uniform single-atom catalyst-based gas-diffusion electrodes (SAC-GDEs) remains challenging. Here, a universal one-step soot-deposition route was developed to convert various metal-containing paraffins into conformal single-atom catalyst (SAC) coatings on diverse electrodes (1D fibers, 2D plates, and 3D foams). The process provides multiscale control, from precursor-defined molecular coordination to micropore wettability and macroscopic geometry, to collectively engineer hierarchical coating films that couple intensified mass transfer and high intrinsic catalytic activity for efficient H

Indexed as

catalyst coatingelectrocatalysiselectrochemical H2O2 productiongas‐diffusion electrodesingle‐atom catalysts

Identifiers

PMID41757438

DOI10.1002/adma.202521237

PMCPMC13014026

What OpenQuestion holds

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LicenceCC BY

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Registered trials

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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.