Evidence map›Paper›PMID 42506208›Full record

ArticleMembranes2026

Boosting Capacitive Deionization Performance via Bimetallic Synergistic Engineering of Electrospun Co/N-Doped Porous Carbon Nanofibers.

Xinyue Ma, Yuan Li, Kuo Meng, Chengbo Kou, Binling Li, Zhonglei Zhu, Haojie Li, Zhihan Deng, Runze Yang, Hupeng Zhou and 6 more

Abstract read
PubMed Full text at PMC Publisher
In one paragraph

Article in Membranes, 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

16 authors.

Xinyue MaSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Yuan LiSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Kuo MengSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Chengbo KouSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Binling LiSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Zhonglei ZhuSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Haojie LiSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Zhihan DengSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Runze YangSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Hupeng ZhouSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Xin WangSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Lang LuoSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Fuming ChenYunnan Malaya Institute, School of engineering, Yunnan University, Kunming 650091, China.ORCID 0000-0002-0108-9831
Chengding GuSchool of Materials and Energy, Yunnan University, Kunming 650091, China.
Yuxiao ZhangYunnan Malaya Institute, School of engineering, Yunnan University, Kunming 650091, China.
Lu GuoSchool of Materials and Energy, Yunnan University, Kunming 650091, China.ORCID 0000-0002-4384-513X

Funding

Central Government Guides Local Science and Technology Development Fund Project 202507AC040007National Natural Science Foundation of China 22308304Yunnan Province Science and Technology Department 202501CF070202, 202401AT070431, 202501AT070747Yunnan Revitalization Talent Support Program Kunming
6 · The paper itself

Abstract

Capacitive deionization (CDI) is an environmentally advantageous desalination technology that is particularly suitable for the treatment of low- to medium-concentration saline water. Among different electrode materials, carbon materials are widely used due to their good electrical conductivity and high specific surface area, while they suffer from limited ion adsorption capacity. In this study, a cobalt/nitrogen-doped porous carbon fiber composite with Zn-induced porosity (CoNG@V@CNF), where "V" stands for "volatile pore-forming agent", has been successfully prepared via electrospinning combined with a high-temperature carbonization process. The introduction of trace Co nanoparticles enhances the stability of porous graphene. In addition, N doping contributes to improved wettability and electronic conductivity, and the carbon fiber structure constructs a three-dimensional conductive network, providing fast channels for ion transport. Electrochemical tests show that the specific capacitance of CoNG@V@CNF reaches 252.76 F g

Indexed as

capacitive deionizationcobalt/nitrogen dopingelectrospinningporous carbon fibers

Identifiers

PMID42506208
PMCPMC13414434

What OpenQuestion holds

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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.