Evidence map›Paper›PMID 42082174›Full record

ArticleACS applied materials & interfaces2026

Unraveling Structure-Performance Trade-Offs in Porous Transport Layers for PEM Water Electrolysis.

Navneet Goswami, Sergio Diaz Abad, Jacob S Spendelow, Siddharth Komini Babu, Wilton J M Kort-Kamp

Abstract read
In one paragraph

Article in ACS applied materials & interfaces, 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.

Navneet GoswamiEarth and Environmental Sciences Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States.ORCID 0000-0001-6512-0749
Sergio Diaz AbadMaterials Physics and Applications Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States.ORCID 0000-0001-5141-3655
Jacob S SpendelowMaterials Physics and Applications Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States.
Siddharth Komini BabuMaterials Physics and Applications Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States.
Wilton J M Kort-KampTheoretical Division, Los Alamos National Laboratory, Los Alamos, New Mexico 87545, United States.ORCID 0000-0002-0679-6690

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Scalable hydrogen production using proton exchange membrane water electrolyzers (PEMWEs) depends on overcoming efficiency losses arising from coupled multiphase, multicomponent transport, and interfacial phenomena across the membrane electrode assembly. Here, we demonstrate a multiscale computational framework that combines pore network modeling with finite-element-based reactive transport simulations to accurately and efficiently resolve structure-performance trade-offs in porous transport layers (PTLs). We perform experiments for both commercial single-layer PTLs and microporous layer (MPL)-integrated configurations to benchmark the electrochemical model, achieving excellent agreement between modeling and measurements. We show that in single-layer PTLs, open porous networks facilitate mass transport but incur large voltage penalties from the PTL-anode catalyst layer (ACL) contact resistance. Bilayer architectures with thin and moderately dense MPLs reduce these losses by simultaneously improving transport and contact. Finally, in stratified multilayer stacks, combining fine pores near the ACL with highly porous backing layers delivers an enhanced performance at high current densities. Altogether, these results establish mechanistic guidelines for porosity-informed PTL design that minimize interfacial resistance and enable high-efficiency PEMWE operation.

Indexed as

interfacial resistancemicroporous layermultiscalepore network modelingporous transport layersreactive transportstructure–performance

Identifiers

PMID42082174
PMCPMC13214501

What OpenQuestion holds

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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.