Evidence map›Paper›PMID 41631766›Full record

ReviewAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2026

Modification Strategies of Carbon-Based Electrodes From Structural Regulation to Multifunctional Integration.

Yunlei Wang, Shitao Dou, Yifan Wu, Mingguang Wang, Taibin Wu

Abstract readReview
In one paragraph

Review in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 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. Review
  2. 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

5 authors.

Yunlei WangSchool of Materials Science and Engineering, Chongqing University of Arts and Sciences, Chongqing, China.ORCID https://orcid.org/0000-0001-6809-9092
Shitao DouInstitute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing, China.
Yifan WuDepartment of Mechanical and Materials Engineering, University of Western Ontario, London, Ontario, Canada.
Mingguang WangSchool of Materials Science and Engineering, Chongqing University of Arts and Sciences, Chongqing, China.
Taibin WuSchool of Materials Science and Engineering, Chongqing University of Arts and Sciences, Chongqing, China.

Funding

Chongqing Municipal Education Commission KJQN202301306
6 · The paper itself

Abstract

Carbon-based electrodes have garnered significant attention in the field of energy storage and conversion due to their excellent electrical conductivity, chemical stability, and tunable structural characteristics. This article summarizes the modification strategies of carbon-based electrodes, starting with structural regulation. It explores the impact of microstructural design, such as element doping, surface functionalization, structural optimization, and design of carbon-based composite electrodes on electrode performance. Additionally, it focuses on multifunctional integration, discussing how to integrate multiple functions, including electrical conductivity, electrochemical activity, mechanical stability, and fast charge/discharge capability, into a single carbon-based electrode system. By employing material compositing, surface modification, and nanostructural design, performance breakthroughs of carbon-based electrodes have been achieved in the fields of lithium-ion batteries, supercapacitors, and electrocatalysis. Finally, it summarizes the challenges and opportunities of current modification strategies and provides an outlook for future development directions, offering theoretical support and practical guidance for the high-performance optimization of carbon-based electrodes.

Indexed as

applicationscarbon‐based electrodesmodification strategiesstructural regulation

Identifiers

PMID41631766
PMCPMC12970177

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.