Evidence map›Paper›PMID 39592628›Full record

ArticleNature communications2024

Molecular-scale insights into the electrical double layer at oxide-electrolyte interfaces.

Chunyi Zhang, Marcos F Calegari Andrade, Zachary K Goldsmith, Abhinav S Raman, Yifan Li, Pablo M Piaggi, Xifan Wu, Roberto Car, Annabella Selloni

Abstract read
In one paragraph

Article in Nature communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing 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

16 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Article
  5. Article
  6. Ion Distribution and Cation Exchange at Mica-Electrolyte Interfaces Probed with Deep Potential Molecular Dynamics.Chemistry of materials : a publication of the American Chemical Society · 2026
    Article
  7. Review
  8. Review
  9. Article
  10. Review
  11. Review
  12. Article
  13. Tuning water dissociation at oxide-electrolyte interfaces with electric fields.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  14. Article
  15. Article
  16. 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

9 authors.

Chunyi ZhangDepartment of Chemistry, Princeton University, Princeton, NJ, USA.ORCID http://orcid.org/0000-0003-4146-703X
Marcos F Calegari AndradeMaterials Science Division, Lawrence Livermore National Laboratory, Livermore, CA, USA.ORCID http://orcid.org/0000-0001-8630-7393
Zachary K GoldsmithDepartment of Chemistry, Princeton University, Princeton, NJ, USA.
Abhinav S RamanDepartment of Chemistry, Princeton University, Princeton, NJ, USA.
Yifan LiDepartment of Chemistry, Princeton University, Princeton, NJ, USA.
Pablo M PiaggiDepartment of Chemistry, Princeton University, Princeton, NJ, USA.
Xifan WuDepartment of Physics, Temple University, Philadelphia, PA, USA.ORCID http://orcid.org/0000-0001-6561-8942
Roberto CarDepartment of Chemistry, Princeton University, Princeton, NJ, USA. rcar@princeton.edu.ORCID http://orcid.org/0000-0001-5243-2647
Annabella SelloniDepartment of Chemistry, Princeton University, Princeton, NJ, USA. aselloni@princeton.edu.ORCID http://orcid.org/0000-0001-5896-3158

Funding

U.S. Department of Energy (DOE) DE-SC0019394
6 · The paper itself

Abstract

The electrical double layer (EDL) at metal oxide-electrolyte interfaces critically affects fundamental processes in water splitting, batteries, and corrosion. However, limitations in the microscopic-level understanding of the EDL have been a major bottleneck in controlling these interfacial processes. Herein, we use ab initio-based machine learning potential simulations incorporating long-range electrostatics to unravel the molecular-scale picture of the EDL at the prototypical anatase TiO

Identifiers

PMID39592628
PMCPMC11599572

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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.