Evidence map›Paper›PMID 42227340›Full record

ArticleSmall (Weinheim an der Bergstrasse, Germany)2026

Catalyst Layer Pore Design Based on Oxygen Mean Free Path for Low-Pt HT-PEMFCs.

Xiaolin Dai, Jinwu Peng, Dong Liu, Jinzhen Huang, Hong Huang, Wenjun Liu, Jingjing Lin, Lei Wang

Abstract read
In one paragraph

Article in Small (Weinheim an der Bergstrasse, Germany), 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

8 authors.

Xiaolin DaiGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Jinwu PengGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Dong LiuGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.ORCID https://orcid.org/0000-0002-0139-1512
Jinzhen HuangGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Hong HuangGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Wenjun LiuGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Jingjing LinGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.
Lei WangGuangdong Provincial Key Laboratory of New Energy Materials Service Safety, Shenzhen Key Laboratory of Polymer Science and Technology, College of Materials Science and Engineering, Shenzhen University, Shenzhen, P. R. China.ORCID https://orcid.org/0000-0002-2313-2095

Funding

Construction project for 2021 full-time professional degree off-campus practice base of Shenzhen University SZUGS2021XWID09National Natural Science Foundation of China 22309117National Natural Science Foundation of China 22379099National Natural Science Foundation of China 22409136Shenzhen Science and Technology Innovation Commission 20220809111527001Shenzhen Science and Technology Program 20231120195047001Shenzhen Science and Technology Program KQTD20190929173914967
6 · The paper itself

Abstract

Mass transport limitations critically restrict the performance of high-temperature proton exchange membrane fuel cells (HT-PEMFCs), primarily due to the mismatch between the oxygen mean free path and the pore size of conventional catalyst layers (CLs). This mismatch leads to severe Knudsen diffusion, particularly under low platinum (Pt) loadings. In this work, the mean free path of oxygen in the 100°C-200°C range is calculated to determine an optimal pore size of approximately 200 nm. Correspondingly, cumulative macropores are introduced into the CL using a sacrificial templating strategy, thereby enabling efficient gas diffusion. This mean-free-path-informed design promotes molecular diffusion over restricted Knudsen diffusion, reducing oxygen transport resistance by 61.2% at a low Pt loading of 0.14 mg

Indexed as

mass transport optimizationmean free pathporous catalyst layerPt loading

Identifiers

PMID42227340
PMCPMC13392701

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.