Evidence map›Paper›PMID 41195562›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Bridged Conductive Nanofibrous Membrane Overcoming the Porosity-Conductivity Trade-Off for Electrothermal Air Purification.

Xiaoxue Yao, Zhenwen Zhang, Wei Deng, Chuhan Feng, Qili Xu, Wenzhu Lin, Zehua Peng, Yang Cao, Wang Guo, Bee Luan Khoo and 1 more

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. 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

11 authors.

Xiaoxue YaoDepartment of Mechanical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.ORCID https://orcid.org/0000-0002-5554-2099
Zhenwen ZhangDepartment of Mechanical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Wei DengDepartment of Mechanical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Chuhan FengDepartment of Biomedical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Qili XuDepartment of Mechanical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Wenzhu LinSchool of Materials and Energy, Guangdong University of Technology, Guangzhou, 510006, China.
Zehua PengDepartment of Mechanical Engineering, The Hong Kong Polytechnic University, Hung Hom, Kowloon, Hong Kong, 999077, China.
Yang CaoDepartment of Mechanical Engineering, The University of Hong Kong, Pokfulam Road, Hong Kong, 999077, China.
Wang GuoDepartment of Biomedical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Bee Luan KhooDepartment of Biomedical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.
Steven WangDepartment of Mechanical Engineering, City University of Hong Kong, 83 Tat Chee Avenue, Kowloon, Hong Kong, 999077, China.

Funding

Research Grants Council of Hong Kong 11217523
6 · The paper itself

Abstract

Emerging conductive porous materials hold remarkable promise for Joule-heating applications like electothermal filtration, smart textiles, and energy management due to their porous and conductive synergy. However, their development is constrained by a design trade-off between achieving high porosity for efficient flow transmission and maintaining a conductive network for effective charge transport. To overcome this, a bridged conductive nanofibrous membrane (BCNM) by linking polypyrrole-coated nanofibers via self-assembled polypyrrole nanowires is developed. This dual-state network establishes continuous electron pathways while preserving multiscale porous channels, orchestrating air permeation, particulate capture, and electrothermal sterilization for all-in-one air purification. Leveraging this synergy, BCNM captures 98.79% of >0.3 µm particles under an ultra-low pressure drop of 76 Pa and instantaneously self-heats to 100 °C at low power to sterilize 99.49% of airborne bacteria. These performances compare favorably with leading conductive porous materials in both filtration performance and energy economy. A proof-of-concept solar-powered purifier incorporating the BCNM outperforms existing purification technologies in terms of filtration, sterilization, energy efficiency, and cost. This work offers an innovative material-structure-function paradigm for developing energy-interactive porous materials, with broad potential in smart filtration, biomedical protection, and sustainable energy systems.

Indexed as

electrothermalfiltrationpolypyrroleporous conductive materialssterilization

Identifiers

PMID41195562
PMCPMC12713030

What OpenQuestion holds

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LicenceCC BY
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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.