Evidence map›Paper›PMID 40550973›Full record

ArticleNature nanotechnology2025

Mesoscale dynamics of electrosorbed ions in fast-charging carbon-based nanoporous electrodes.

Peiyao Wang, Ke Zhang, Jinsha Liao, Xiao Wang, George P Simon, Jefferson Zhe Liu, Dan Li

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Article in Nature nanotechnology, 2025. 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
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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

7 authors.

Peiyao Wang *Department of Chemical Engineering, The University of Melbourne, Parkville, Victoria, Australia.ORCID http://orcid.org/0000-0003-0406-4952
Ke Zhang *Department of Materials Science and Engineering, Monash University, Clayton, Victoria, Australia.ORCID http://orcid.org/0009-0003-2413-7407
Jinsha LiaoDepartment of Chemical Engineering, The University of Melbourne, Parkville, Victoria, Australia.
Xiao WangDepartment of Chemical Engineering, The University of Melbourne, Parkville, Victoria, Australia.ORCID http://orcid.org/0000-0002-7897-7968
George P SimonDepartment of Materials Science and Engineering, Monash University, Clayton, Victoria, Australia.ORCID http://orcid.org/0000-0001-8832-1164
Jefferson Zhe LiuDepartment of Mechanical Engineering, The University of Melbourne, Parkville, Victoria, Australia. zhe.liu@unimelb.edu.au.ORCID http://orcid.org/0000-0002-5282-7945
Dan LiDepartment of Chemical Engineering, The University of Melbourne, Parkville, Victoria, Australia. dan.li@ust.hk.ORCID http://orcid.org/0000-0003-3461-5751

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Electrosorption, the accumulation of electrolyte ions at charged interfaces, is a common phenomenon across various electrochemical systems. Its impact is particularly pronounced in nanoporous electrodes owing to their high surface-to-volume ratios. Although electrosorption alters the ion distribution at the electrode-electrolyte interface through the formation of an electrical double layer, the effects of electrosorbed ions on the charge storage dynamics in nanoporous electrodes and their ability to improve charging processes have often been overlooked. Here we use a multilayered reduced graphene oxide-based membrane as a model nanoporous electrode material, integrating numerical simulations with experimental insights. We monitor the spatiotemporal distribution of electrosorbed ions and electrical potentials across the nanopore network during fast charging of symmetrical laboratory-scale cells using aqueous and non-aqueous electrolyte solutions. This method allowed us to quantitatively assess how features of the nanoporous electrode mesostructure, such as nanoslit size, the distribution of nanoslit sizes and electrode thickness, dynamically influence ion electrosorption and the local electrical and chemical potentials across the network. Our findings reveal that the mesostructure of nanoporous electrodes influences how migration and diffusion currents, mediated by electrosorbed ions, respond to charging rates.

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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.