Evidence map›Paper›PMID 42654529›Full record

ReviewMaterials (Basel, Switzerland)2026

Single-Atom Catalysts (SACs) for High-Efficiency Water Electrolysis: A Comprehensive Review.

Farhan Akhtar, Wajid Ali, Muhammad Saqib, Syed Adil Sardar, Tabinda Shabir, Muhammad Awais, Samina Karim, Woo Young Kim

Abstract readReview
In one paragraph

Review in Materials (Basel, Switzerland), 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

8 authors.

Farhan AkhtarDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.ORCID 0009-0003-9485-6810
Wajid AliDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.ORCID 0000-0003-4150-6801
Muhammad SaqibAjou Energy Science Research Center, Ajou University, Suwon 16499, Republic of Korea.
Syed Adil SardarDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.ORCID 0000-0003-0757-9265
Tabinda ShabirDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.
Muhammad AwaisDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.
Samina KarimDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.
Woo Young KimDepartment of Electronic Engineering, Jeju National University, Jeju 63243, Republic of Korea.ORCID 0000-0003-2747-6618

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Hydrogen produced through electrochemical water splitting is considered one of the most promising energy carriers for achieving a sustainable and carbon-neutral future. However, the practical implementation of water electrolysis remains limited by the sluggish kinetics of the hydrogen evolution reaction (HER) and oxygen evolution reaction (OER), as well as the high cost and limited availability of conventional noble-metal catalysts. Single-atom catalysts (SACs), which feature isolated metal atoms anchored on suitable supports, have emerged as an attractive class of electrocatalysts owing to their nearly complete atomic utilization, well-defined active sites, and tunable electronic structures. This review provides a comprehensive overview of recent advances in SACs for electrochemical water splitting. The fundamental mechanisms of HER and OER are first discussed, followed by the influence of the unique electronic structure, coordination environment, and metal-support interactions on catalytic performance. Various bottom-up and top-down synthesis strategies, together with advanced characterization techniques for identifying atomically dispersed active sites and elucidating structure-activity relationships, are systematically summarized. Furthermore, recent progress in noble-metal, non-noble-metal, and dual-atom catalysts is critically reviewed, with emphasis on their roles in regulating electronic structure, reaction intermediate adsorption, catalytic activity, HER/OER kinetics, and long-term stability. Finally, the remaining challenges and future perspectives for the scalable and practical application of SACs in water electrolysis are discussed. Overall, this review highlights the potential of SACs to maximize metal utilization while maintaining high electrocatalytic performance and provides valuable insights for the rational design of next-generation electrocatalysts for sustainable hydrogen production.

Indexed as

coordination engineeringelectrocatalysishydrogen evolution reaction (HER)oxygen evolution reaction (OER)single-atom catalystswater splitting

Identifiers

PMID42654529
PMCPMC13514784

What OpenQuestion holds

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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.