Evidence map›Paper›PMID 41948438›Full record

ArticleACS electrochemistry2026

Modelling the Double Layer of Polycrystalline Electrodes: Capacitance, Potential of Zero Charge, and Parsons-Zobel Plot.

Jinwen Liu, Katharina Doblhoff-Dier, Marc T M Koper

Abstract read
In one paragraph

Article in ACS electrochemistry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. Semiclassical Theory of Stepped Electrodes and Step Bunching.Journal of the American Chemical Society · 2026
    Article
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.

Jinwen LiuLeiden Institute of Chemistry, Leiden University, Leiden 2333 CC, The Netherlands.
Katharina Doblhoff-DierLeiden Institute of Chemistry, Leiden University, Leiden 2333 CC, The Netherlands.ORCID https://orcid.org/0000-0002-5981-9438
Marc T M KoperLeiden Institute of Chemistry, Leiden University, Leiden 2333 CC, The Netherlands.ORCID https://orcid.org/0000-0001-6777-4594

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The double layer capacitance is a central tool to gain insight into the electrical double layer (EDL), yet its interpretation remains challenging. This is true in particular in the presence of surface heterogeneity and specific adsorption. Using a mean-field model, we discuss how these factors shape capacitance curves, affect the potential of zero charge (PZC), and alter the Parsons-Zobel (PZ) plots. The model reveals four distinct regimes of interfacial capacitance behaviour, determined by the facet size and ratio, the Debye length, and differences in PZC and Helmholtz capacitance between facets. These regimes define clear conditions under which capacitance curves exhibit either one or two minima, with the single minimum either coinciding with or deviating from the global PZC. We further demonstrate how adsorption on low-coordinated facets modifies the symmetry and magnitude of capacitance profiles and suppresses PZ slopes. Overall, this work provides a simple yet useful theoretical basis for recognizing and disentangling the respective roles of surface heterogeneity and adsorption in the EDL of polycrystalline electrodes, aiding in the interpretation of experimental results.

Indexed as

continuum modeldouble layer capacitanceelectric double layerParsons−Zobel plotpolycrystalline electrodespotential of zero charge

Identifiers

PMID41948438
PMCPMC13051447

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.