Evidence map›Paper›PMID 42558424›Full record

ReviewJournal of materials science2026

Review: advancements in fibrous aerosol filtration across experimental analysis, numerical modeling, and fabrication technologies.

Mirza Muhammad Zaid, Ashish Ranjan Kumar, Ashish Kakoria, Lina Zheng, Guang Xu

Abstract readReview
In one paragraph

Review in Journal of materials science, 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

5 authors.

Mirza Muhammad ZaidDepartment of Mining Engineering, Missouri University of Science and Technology, Rolla, MO 65401 USA.
Ashish Ranjan KumarDepartment of Energy and Mineral Engineering, Pennsylvania State University, University Park, USA.
Ashish KakoriaDepartment of Mining Engineering, Missouri University of Science and Technology, Rolla, MO 65401 USA.
Lina ZhengSchool of Safety Engineering, China University of Mining and Technology, Xuzhou, People's Republic of China.
Guang XuDepartment of Mining Engineering, Missouri University of Science and Technology, Rolla, MO 65401 USA.ORCID 0000-0001-8328-6670

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The increasing incidence of aerosol-related pulmonary diseases has intensified the need for efficient fibrous filtration technologies capable of capturing ultrafine particles with low pressure drop. Although nonwoven fibrous filters are widely used in medical, industrial, and ventilation systems, their complex internal structures and multiscale transport mechanisms remain insufficiently understood. This review examines the theoretical foundations of aerosol filtration, including single-fiber capture mechanisms and the concept of the most penetrating particle size. In addition, electrostatic interactions, including charge generation, transport, and stability, are incorporated to extend conventional mechanical filtration frameworks. Particular attention is given to flow-particle interactions within fibrous media. We then discuss current approaches for constructing three-dimensional representations of filter structures and highlight how structural assumptions influence the reliability of numerical simulations. Computational fluid dynamics modeling, particle tracking, deposition modeling, and clogging simulations are critically evaluated, with emphasis on commonly adopted assumptions such as homogeneity and steady-state flow. Experimental methodologies for filtration testing are also reviewed, including aerosol generation, particle measurement, and pressure-drop characterization. Instrumentation limitations and measurement uncertainties are discussed. Finally, recent advances in fiber fabrication techniques, including electrospinning, meltblowing, bubble electrospinning, and supersonic solution blowing, are summarized. These fabrication approaches are further analyzed through a material-process-performance perspective, linking fiber morphology and charge behavior to filtration efficiency. The interplay between structural parameters, operating conditions, and aerosol characteristics is analyzed to clarify their combined influence on filtration performance. By identifying unresolved modeling limitations and discrepancies between theoretical predictions and real-world conditions, this review highlights key gaps in current understanding. It integrates filtration theory, electrostatic effects, and fabrication-induced material properties into a unified framework. This approach enables more predictive design of next-generation fibrous filters. Graphical abstract:

Identifiers

PMID42558424
PMCPMC13437588

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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.