Evidence map›Paper›PMID 40539827›Full record

ArticleAdvanced science (Weinheim, Baden-Wurttemberg, Germany)2025

Resolving the Sodiation Process in Hard Carbon Anodes with Nanostructure Specific X-Ray Imaging.

Martina Olsson, Antoine Klein, Nataliia Mozhzhukhina, Shizhao Xiong, Christian Appel, Mads Carlsen, Leonard Nielsen, Linnea Rensmo, Marianne Liebi, Aleksandar Matic

Abstract read
In one paragraph

Article in Advanced science (Weinheim, Baden-Wurttemberg, Germany), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. 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

10 authors.

Martina OlssonDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0003-2878-6239
Antoine KleinDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.
Nataliia MozhzhukhinaDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0001-6798-9704
Shizhao XiongDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0003-1795-7805
Christian AppelCenter for Photon Science, Paul Scherrer Institut, Villigen PSI, 5232, Switzerland.ORCID https://orcid.org/0000-0002-6050-3836
Mads CarlsenCenter for Photon Science, Paul Scherrer Institut, Villigen PSI, 5232, Switzerland.ORCID https://orcid.org/0000-0002-6954-4132
Leonard NielsenDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0002-5929-1127
Linnea RensmoCenter for Photon Science, Paul Scherrer Institut, Villigen PSI, 5232, Switzerland.ORCID https://orcid.org/0009-0005-6247-8426
Marianne LiebiDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0002-5403-0593
Aleksandar MaticDepartment of Physics, Chalmers University of Technology, Gothenburg, 41296, Sweden.ORCID https://orcid.org/0000-0003-4414-9504

Funding

H2020 Marie Skłodowska-Curie Actions 884104HORIZON EUROPE European Research Council ERC-2020-StG 949301HORIZON EUROPE Marie Sklodowska-Curie Actions 884104Nanoscience and Nanotechnology Area of Advance, Chalmers Tekniska Högskola
6 · The paper itself

Abstract

Hard carbons show significant promise as anode materials for sodium-ion batteries. However, monitoring the sodiation process in the hard carbon electrode during cycling and understanding the sodiation mechanism remain challenging. This article reports on operando 2D scanning small- and wide-angle X-ray scattering (SWAXS) and ex situ 3D SAXS tomography of hard carbon electrodes during the sodiation process. Structural changes are monitored with spatial and temporal resolution during the electrochemical process and shows that sodiation through micropore filling is the more dominating mechanism in the later stages of sodiation, i.e. in the plateau region of the voltage profile, while intercalation occurs continuously. Spatial inhomogeneities are resolved over the electrode and reveal an increased level of inhomogeneity at higher degree of sodiation with regions of different degrees of micropore filling. Resolving the processes spatially shows that plating starts at the interface between the electrode and the current collector where also a high degree of micropore filling and formation of pseudo-metallic sodium is found. The work demonstrates how SWAXS imaging can contribute to understanding the sodiation of hard carbon anodes, not only by spatially resolved analysis, but as a method to decouple contributions from different components in a cell, enabling more accurate scattering analysis in in situ environments.

Indexed as

hard carbonsmall and wide‐angle X‐ray scatteringsodium‐ion batteriesX‐ray imaging

Identifiers

PMID40539827
PMCPMC12442671

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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.