Evidence map›Paper›PMID 41136756›Full record

ArticleNature nanotechnology2025

Unravelling electro-chemo-mechanical processes in graphite/silicon composites for designing nanoporous and microstructured battery electrodes.

Xuekun Lu, Rhodri E Owen, Wenjia Du, Zhenyu Zhang, Antonio Bertei, Roby Soni, Xun Zhang, Francesco Iacoviello, Daqing Li, Alice Llewellyn and 8 more

Abstract read
In one paragraph

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 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. Intrinsically Stable Amorphous Phases Unlock Sustainable Potassium Anodes.Advanced materials (Deerfield Beach, Fla.) · 2026
    Article
  3. Article
  4. Review
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

18 authors.

Xuekun LuSchool of Engineering and Materials Science, Queen Mary University of London, London, UK. xuekun.lu@qmul.ac.uk.ORCID http://orcid.org/0000-0003-1566-1509
Rhodri E OwenThe Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK.
Wenjia DuThe Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0001-8434-4764
Zhenyu ZhangElectrochemical Innovation Lab, Department of Chemical Engineering, UCL, London, UK.ORCID http://orcid.org/0000-0002-5232-1477
Antonio BerteiDepartment of Civil and Industrial Engineering, University of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0002-3202-6825
Roby SoniThe Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0001-6780-7667
Xun ZhangHenry Royce Institute, Department of Materials, University of Manchester, Manchester, UK.ORCID http://orcid.org/0000-0002-8545-6263
Francesco IacovielloElectrochemical Innovation Lab, Department of Chemical Engineering, UCL, London, UK.
Daqing LiSchool of Engineering and Materials Science, Queen Mary University of London, London, UK.
Alice LlewellynThe Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK.
Jianuo ChenElectrochemical Innovation Lab, Department of Chemical Engineering, UCL, London, UK.ORCID http://orcid.org/0000-0003-4019-0737
Han ZhangSchool of Engineering and Materials Science, Queen Mary University of London, London, UK.ORCID http://orcid.org/0000-0002-0479-224X
Xuhui YaoNational Physical Laboratory, Teddington, UK.ORCID http://orcid.org/0000-0002-0783-9701
Qi LiBeijing Key Laboratory of Heat Transfer and Energy Conversion, Beijing University of Technology, Beijing, China.
Yunlong ZhaoNational Physical Laboratory, Teddington, UK.ORCID http://orcid.org/0000-0002-7574-7315
Shashidhara MaratheDiamond Light Source, Harwell Science and Innovation Campus, Didcot, UK.ORCID http://orcid.org/0000-0002-7662-8465
Christoph RauDiamond Light Source, Harwell Science and Innovation Campus, Didcot, UK.
Paul R ShearingThe Faraday Institution, Quad One, Harwell Science and Innovation Campus, Didcot, UK. paul.shearing@eng.ox.ac.uk.ORCID http://orcid.org/0000-0002-1387-9531

Funding

RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/M028100/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/R020973/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/S003053/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/T02593X/1RCUK | Engineering and Physical Sciences Research Council (EPSRC) EP/X000702/1Royal Academy of Engineering CiET1718\59
6 · The paper itself

Abstract

Silicon is a promising negative electrode material for high-energy batteries, but its volume changes during cell cycling cause rapid degradation, limiting its loading to about 10 wt.% in conventional graphite/Si composite electrodes. Overcoming this threshold requires evidence-based design for the formulation of advanced electrodes. Here we combine multimodal operando imaging techniques, assisted by structural and electrochemical characterizations, to elucidate the multiscale electro-chemo-mechanical processes in graphite/Si composite negative electrodes. We demonstrate that the electrochemical cycling stability of Si particles strongly depends on the design of intraparticle nanoscale porous structures, and the encapsulation and loss of active Si particles result in excessive charging current being directed to the graphite particles, increasing the risk of lithium plating. We also show that heterogeneous strains are present between graphite and Si particles, in the carbon-binder domain and the electrode's porous structures. Focusing on the volume expansion of the electrode during electrochemical cycling, we prove that the rate performance and Si utilization are heavily influenced by the expansion of the carbon-binder domain and the decrease in porosity. Based on this acquired knowledge, we propose a tailored double-layer graphite/Si composite electrode design that exhibits lower polarization and capacity decay compared with conventional graphite/Si electrode formulations.

Identifiers

PMID41136756
PMCPMC12623239

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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.