Evidence map›Paper›PMID 41924579›Full record

ReviewChemical science2026

Electronic structure manipulation in electrocatalysis: mechanisms and design principles.

Hangkai Shi, Yuanduo Li, Shuyi Pang, Aixin Ma, Jianping Lai, Lei Wang

Abstract readReview
In one paragraph

Review in Chemical science, 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.

  1. Article
  2. Review
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

6 authors.

Hangkai ShiKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.
Yuanduo LiKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.
Shuyi PangKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.
Aixin MaKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.
Jianping LaiKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.ORCID https://orcid.org/0000-0002-3217-692X
Lei WangKey Laboratory of Eco-chemical Engineering, Ministry of Education, International Science and Technology Cooperation Base of Eco-chemical Engineering and Green Manufacturing, College of Chemistry and Molecular Engineering, Qingdao University of Science and Technology Qingdao 266042 P. R. China jplai@qust.edu.cn inorchemwl@126.com.ORCID https://orcid.org/0000-0001-7275-4846

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrocatalysis is a novel technology that can convert intermittent renewable electrical energy into high-value chemical fuels or products, achieving efficient energy storage and conversion. In the electrocatalytic process, the electron transfer and chemical reactions occurring at the interface are regarded as the core processes. Their efficiency is fundamentally regulated by the electronic behavior of the catalyst. Currently, many reactions have improved their efficiency by regulating electron transfer. However, the underlying mechanisms remain unclear. This review focuses on key electronic-level scientific issues in electrocatalysis, aiming to provide in-depth theoretical insights for the design of high-performance electrocatalysts. First, we systematically analyze the root causes of low electron transfer efficiency and review recent strategies for optimizing electron transport through material design and interface engineering. Second, we delve into the challenges of precisely regulating electronic structures. Moreover, we focus on the regulation mechanisms of the electronic states of the active centers and reaction pathways using emerging methods, such as elemental doping and spintronics. Furthermore, we elaborate on the complexity of the interfacial electron-transfer process by analyzing the influences of interface engineering, bulk redox chemistry, and pulsed electrocatalysis strategies on the kinetics of interfacial charge transfer. Finally, we highlight the latest progress in electrocatalytic theoretical research, including the application and challenges of advanced methods, such as the grand canonical ensemble density functional theory and machine learning, in simulating reaction environments. They can reveal electronic-level reaction mechanisms and accelerate catalyst design. This review clarifies these key electronic-level issues and outlines future directions for multidisciplinary integration and development directions in this field.

Identifiers

PMID41924579
PMCPMC13037419

What OpenQuestion holds

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LicenceCC BY-NC
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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.