Evidence map›Paper›PMID 40567116›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2025

Stabilized Co Single-Atom Catalyst via Ion Implantation for Efficient Hydrogen Production.

Jaerim Kim, Sung-Hyuk Her, Dong-Seok Kim, Bongwon Kim, Sang-Mun Jung, Jiye Kim, Hyeonwoong Hwang, Kyu-Su Kim, Yong-Tae Kim, Si-Young Choi and 1 more

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
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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

11 authors.

Jaerim KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.ORCID https://orcid.org/0000-0003-1534-4044
Sung-Hyuk HerDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Dong-Seok KimKorea Multi-Purpose Accelerator Complex, Korea Atomic Energy Research Institute (KAERI), 181 Mirae-ro, Geoncheon-eup, Gyeongju, 38180, Republic of Korea.
Bongwon KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Sang-Mun JungDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Jiye KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Hyeonwoong HwangDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Kyu-Su KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Yong-Tae KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Si-Young ChoiDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.
Jong Kyu KimDepartment of Materials Science and Engineering, Pohang University of Science and Technology, 77 Cheongam-Ro, Nam-Gu, Pohang, 37673, Republic of Korea.ORCID https://orcid.org/0000-0003-1643-384X

Funding

Korean government (Ministry of Education) 2020R1A6C101A202Ministry of Science and ICT, South Korea 2019M3E6A1064521Ministry of Science and ICT, South Korea 2020K1A3A1A19088593Ministry of Science and ICT, South Korea 2021M2E8A1049070
6 · The paper itself

Abstract

Although single-atom catalysts (SACs) are garnering significant attention due to their exceptional catalytic properties, the synthesis of SACs remains challenging due to their thermodynamic instability. Herein, stabilized Co-based SACs enabled by the ion implantation technique are presented. It is revealed that implantation of Co ions with an accelerating energy of 120 keV and a controlled fluence not only leads to the formation of stabilized Co single atoms without notable aggregation of Co atoms into nanoclusters, but also induces the creation of defects in the NiO support, such as oxygen vacancies. With the effect of atomically dispersed Co metals over the defective NiO support, the Co single atom-supported NiO catalyst exhibits excellent electrocatalytic performance for hydrogen evolution reaction, showing significantly improved activity as well as stability with negligible catalytic degradation during long-term operation. Cu, Ni, and Fe-based SACs are further successfully synthesized, demonstrating that the ion implantation technique is a universal strategy for the synthesis of SACs with a wide variety of combinations of available metal atoms and supporting materials. This finding can pave the way for the development of stabilized SACs toward efficient and practical sustainable energy conversion systems that are based on various catalytic reactions.

Indexed as

electrocatalystshydrogen evolution reactionion implantationsingle‐atom catalystswater splitting

Identifiers

PMID40567116
PMCPMC12393023

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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.