Evidence map›Paper›PMID 41870719›Full record

ReviewNano-micro letters2026

Porous Functional Nanomaterials for Continuous Flow Catalysis.

Yingguo Li, Hao Chen, Zhiyao Li, Minghao Liu, Mengmeng Fu, Xiaoyi Yue, Danfeng Jiang, Xiao Chen, Chao Yu, Wei Gong

Abstract readReview
In one paragraph

Review in Nano-micro letters, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Yingguo Li *School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China. liyg2022@just.edu.cn.
Hao Chen *School of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Zhiyao LiSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Minghao LiuSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Mengmeng FuSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Xiaoyi YueSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Danfeng JiangSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Xiao ChenSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China.
Chao YuSchool of Environmental and Chemical Engineering, Jiangsu University of Science and Technology, Zhenjiang, 212003, Jiangsu, People's Republic of China. chao_yu@just.edu.cn.
Wei GongSchool of Chemistry and Chemical Engineering, Frontiers Science Center for Transformative Molecules and State Key Laboratory of Metal Matrix Composites, Shanghai Jiao Tong University, Shanghai, 200240, People's Republic of China. gongwei_2014jd@sjtu.edu.cn.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

With the advancement of green chemistry and process intensification, continuous flow technology has emerged as a powerful tool in the manufacturing of fine chemicals and pharmaceuticals. Owing to their highly regular porous architectures, diverse chemical compositions, and excellent catalytic activity, porous materials have proven to be ideal supports and catalytic platforms for continuous flow catalysis. This review systematically summarizes the recent progress in the design and application of porous materials in continuous flow catalysis, with a focus on several major structural categories, including metal-organic frameworks, covalent organic frameworks/polymers, cages, porous silicates, monoliths, and polymeric carbon nitrides. It also covers various reactor types, including fixed bed, packed bed, and microreactors. Special emphasis is placed on elucidating the relationships among pore structure, electronic structure, active sites, and reaction-diffusion kinetics of porous catalysts within flow reactors. Their practical applications are outlined in areas such as selective catalysis of small molecules, photocatalysis, photothermal catalysis, and multistep cascade reactions in bioconversion processes. Furthermore, focusing on the technical challenges encountered during the industrial scale-up of continuous flow systems based on porous catalysts, this review examines key issues such as insufficient precise control over structure and function, limitations in the compatibility of particle and overall morphology design, difficulties in regulating low-pressure-drop fluid dynamics, and the challenge of maintaining high catalytic stability over extended operation. It also provides a systematic analysis of potential solutions to these problems. Finally, current challenges and future directions in the field are discussed, underscoring the pivotal role of porous materials in flow chemistry. It is hoped that this review will stimulate further research on the application of porous materials in continuous flow catalysis and facilitate the rational design of novel heterogeneous porous catalysts for industrial applications.

Indexed as

Continuous flowHeterogeneous catalysisPhotocatalysisPorous materialsProcess intensification

Identifiers

PMID41870719
PMCPMC13009363

What OpenQuestion holds

Textmetadata
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.