Evidence map›Paper›PMID 37692235›Full record

ArticleACS omega2023

Investigation of Effect of Platinum Nanoparticle Shape on Oxygen Transport in PEMFC Catalyst Layer Using Molecular Dynamics Simulation.

Danah Kim, Jihoon Lim, Ji Hee Lee, Joohee Choi, Sung Hyun Kwon, Sung-Dae Yim, Young-Jun Sohn, Seung Geol Lee

Abstract read
In one paragraph

Article in ACS omega, 2023. 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.

Danah KimSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.
Jihoon LimSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.
Ji Hee LeeSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.
Joohee ChoiSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.
Sung Hyun KwonSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.
Sung-Dae YimFuel Cell Laboratory, Korea Institute of Energy Research (KIER), Yuseong-gu, Daejeon 34129, Republic of Korea.ORCID https://orcid.org/0000-0003-1002-3081
Young-Jun SohnFuel Cell Laboratory, Korea Institute of Energy Research (KIER), Yuseong-gu, Daejeon 34129, Republic of Korea.
Seung Geol LeeSchool of Chemical Engineering, Pusan National University, Busan 46241, Republic of Korea.ORCID https://orcid.org/0000-0001-7965-7387

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

For the widespread adoption of polymer electrolyte membrane fuel cells, it is compelling to investigate the influence of the Pt nanoparticle shapes on the electrocatalytic activity. In this study, a catalyst layer was modeled by incorporating four types of Pt nanoparticles: tetrahedron, cube, octahedron, and truncated octahedron, to investigate the relationship between the shapes of the nanoparticles and their impact on the oxygen transport properties using molecular dynamics simulations. The results of our study reveal that the free volume, which has a substantial impact on the oxygen transport properties, exhibited higher values in the sequence of the tetrahedron, cube, octahedron, and truncated octahedron model. The difference in free volume following the formation of less dense ionomers was also related to the surface adsorption of Pt nanoparticles. Consequently, this led to an improved facilitation of oxygen transport. To clarify the dependence of the oxygen transport on the shape of the Pt nanoparticles in detail, we analyzed the structural properties of different Pt shapes by dividing the Pt nanoparticle regions into corners, edges, and facets. Examination of the structural properties showed that the structure of the ionomer depended not only on the shape of the Pt nanoparticles but also on the number of corners and edges in the upper and side regions of the Pt nanoparticles.

Identifiers

PMID37692235
PMCPMC10483685

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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.