Evidence map›Paper›PMID 42541347›Full record

ArticleAdvanced materials (Deerfield Beach, Fla.)2026

Escaping the Scaling Relationships in Oxygen Reduction Catalysis: Implications for PEM Fuel Cells.

Muhammad Bilal Wazir, Lourdes F Vega, Maryam Khaleel

Abstract read
In one paragraph

Article in Advanced materials (Deerfield Beach, Fla.), 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

3 authors.

Muhammad Bilal WazirResearch and Innovation Center on CO2 and Hydrogen (RICH), Khalifa University of Science and Technology, Abu Dhabi, UAE.
Lourdes F VegaResearch and Innovation Center on CO2 and Hydrogen (RICH), Khalifa University of Science and Technology, Abu Dhabi, UAE.
Maryam KhaleelResearch and Innovation Center on CO2 and Hydrogen (RICH), Khalifa University of Science and Technology, Abu Dhabi, UAE.

Funding

Khalifa University of Science and TechnologyResearch and Innovation Center on CO2 and Hydrogen RC2-2019-007Research & Innovation Center for Graphene and 2D Materials DP001
6 · The paper itself

Abstract

The growing interest in the hydrogen economy has sparked renewed interest in proton exchange membrane fuel cells (PEMFCs); however, the high cost and limited supply of noble metals like platinum remain a major obstacle to their widespread use. A primary bottleneck is the electrochemical oxygen reduction reaction (ORR) owing to its complex, multi-intermediate pathway constrained by fundamental scaling relationships that limit the performance of even the most effective catalysts. Herein, we argue that interfacial heterogeneity, integrating symmetry-breaking perturbations that span the subsurface lattice, the chemisorption layer, and the near-interface solvation volume, provides the mechanistic basis for decoupling the adsorption energetics of ORR intermediates and overcoming these linear scaling relationships. This outlook critically examines recent strategies pursued to this end, including strain engineering, atomically dispersed sites, doping, interfacial field effects, and confinement, that modulate intermediate energetics to varying degrees, yet full thermodynamic decoupling remains elusive in practice. We, therefore, contend that the most promising path forward lies in engineering the interface holistically, integrating the lattice, chemisorption, and solvation contributions rather than tuning any one in isolation, while co-optimizing for durability and transport dynamics in order to translate these mechanistic insights into practical PEMFCs.

Indexed as

catalysischemical physicschemisorptionhydrogen economynanotechnologyoxygen reduction reactionplatinumproton exchange membrane fuel cellscalingsolvationstrain engineering

Identifiers

PMID42541347
PMCPMC13579217

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.