Evidence map›Paper›PMID 39734790›Full record

ArticleChemistry of materials : a publication of the American Chemical Society2024

Using Data-Science Approaches to Unravel Insights for Enhanced Transport of Lithium Ions in Single-Ion Conducting Polymer Electrolytes.

Qinyu Zhu, Yifan Liu, Lauren B Shepard, Debjyoti Bhattacharya, Susan B Sinnott, Wesley F Reinhart, Valentino R Cooper, Rajeev Kumar

Abstract read
In one paragraph

Article in Chemistry of materials : a publication of the American Chemical Society, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Article
  3. Database of Nonaqueous Proton-Conducting Materials.ACS applied materials & interfaces · 2025
    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

8 authors.

Qinyu ZhuCenter for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States.ORCID https://orcid.org/0000-0002-2640-2214
Yifan LiuMaterials Sciences and Technology Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States.ORCID https://orcid.org/0000-0001-5102-0552
Lauren B ShepardDepartment of Materials Science and Engineering, The Pennsylvania State University, University Park, State College, Pennsylvania 16802, United States.
Debjyoti BhattacharyaDepartment of Materials Science and Engineering, The Pennsylvania State University, University Park, State College, Pennsylvania 16802, United States.ORCID https://orcid.org/0000-0003-3707-847X
Susan B SinnottDepartment of Materials Science and Engineering, The Pennsylvania State University, University Park, State College, Pennsylvania 16802, United States.
Wesley F ReinhartDepartment of Materials Science and Engineering, The Pennsylvania State University, University Park, State College, Pennsylvania 16802, United States.ORCID https://orcid.org/0000-0001-7256-2123
Valentino R CooperMaterials Sciences and Technology Division, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States.ORCID https://orcid.org/0000-0001-6714-4410
Rajeev KumarCenter for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, Tennessee 37831, United States.ORCID https://orcid.org/0000-0001-9494-3488

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Solid polymer electrolytes have yet to achieve the desired ionic conductivity (>1 mS/cm) near room temperature required for many applications. This target implies the need to reduce the effective energy barriers for ion transport in polymer electrolytes to around 20 kJ/mol. In this work, we combine information extracted from existing experimental results with theoretical calculations to provide insights into ion transport in single-ion conductors (SICs) with a focus on lithium ion SICs. Through the analysis of temperature-dependent ionic conductivity data obtained from the literature, we evaluate different methods of extracting energy barriers for lithium transport. The traditional Arrhenius fit to the temperature-dependent ionic conductivity data indicates that the Meyer-Neldel rule holds for SICs. However, the values of the fitting parameters remain unphysical. Our modified approach based on recent work (

Identifiers

PMID39734790
PMCPMC11672686

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.