Evidence map›Paper›PMID 40345149›Full record

ArticleJournal of microscopy2026

Modulated electrochemical force microscopy: Investigation of sodium-ion transport at hard carbon composite anodes.

Sven Daboss, Nikolas Franke, Beatrice Fraboni, Christine Kranz, Tobias Cramer

Abstract read
In one paragraph

Article in Journal of microscopy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

5 authors.

Sven DabossInstitute of Analytical and Bioanalytical Chemistry (IABC), Ulm University, Ulm, Germany.
Nikolas FrankeDepartment of Physics and Astronomy, University of Bologna, Bologna, Italy.
Beatrice FraboniDepartment of Physics and Astronomy, University of Bologna, Bologna, Italy.
Christine KranzInstitute of Analytical and Bioanalytical Chemistry (IABC), Ulm University, Ulm, Germany.
Tobias CramerDepartment of Physics and Astronomy, University of Bologna, Bologna, Italy.

Funding

Deutsche Forschungsgemeinschaft DFG EXC 2154/390874152
6 · The paper itself

Abstract

For sodium (Na)-ion batteries (SIBs), the next generation of sustainable batteries, hard carbon (HC) composite electrodes are the most used anodes. Here, we demonstrate the potential of modulated electrochemical force microscopy (mec-AFM) to investigate electrochemical strain due to ion insertion at the electrolyte/electrode interface. HC composite anodes have a complex, multiphase structure, which include the HC particles, conductive carbon nanoparticles (carbon black) and the binder. To address the effect of the composite material on the sodium-ion transport, we employ mec-AFM. A HC composite anode was embedded in an epoxy-polymer matrix and was polished to expose a micro-sized area that enabled high-frequency modulation of the ion transport. We analyse the influence of the modulation on interfacial forces and its role in generating electrochemical strain in the composite anode. Multichannel mec-AFM imaging at varying electrode potentials revealed that the observed electrochemical strain predominantly occurred in the softer binder matrix rather than in the HC microparticles. Our findings underscore the significance of ionic transport pathways through the binder matrix and establish mec-AFM as a novel AFM-derived technique for visualising ion dynamics at battery interfaces.

Indexed as

atomic force microscopyelectrochemical strainhard carbonsodium ion batteries

Identifiers

PMID40345149
PMCPMC13045773

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.