Evidence map›Paper›PMID 41491177›Full record

ArticleNature communications2026

Visualization and quantification of lattice strain in battery cathode particles through electron backscatter diffraction imaging.

Weina Wang, Zhiyuan Li, Jing Wang, Yilin Chen, Changxu Wu, Yu-Shi He, Chongheng Shen, Na Liu, Kai Wu, Liwei Chen and 2 more

Abstract read
In one paragraph

Article in Nature communications, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

12 authors.

Weina WangDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Zhiyuan LiDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0000-0002-8225-544X
Jing WangContemporary Amperex Technology Co., Ltd., Ningde, China.
Yilin ChenDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0009-0001-9913-1056
Changxu WuContemporary Amperex Technology Co., Ltd., Ningde, China.
Yu-Shi HeDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Chongheng ShenContemporary Amperex Technology Co., Ltd., Ningde, China. shench@catl.com.
Na LiuContemporary Amperex Technology Co., Ltd., Ningde, China.
Kai WuContemporary Amperex Technology Co., Ltd., Ningde, China.ORCID http://orcid.org/0000-0001-9876-3580
Liwei ChenDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.ORCID http://orcid.org/0000-0003-4160-9771
Zi-Feng MaDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China.
Linsen LiDepartment of Chemical Engineering, Shanghai Electrochemical Energy Device Research Center (SEED), School of Chemistry and Chemical Engineering, Shanghai Jiao Tong University, Shanghai, China. linsenli@sjtu.edu.cn.ORCID http://orcid.org/0000-0002-1105-9070

Funding

National Natural Science Foundation of China (National Science Foundation of China) 22378260
6 · The paper itself

Abstract

Lattice strain critically affects electrochemical performance and durability of battery electrode materials. Here we report an electron-backscatter-diffraction-based imaging method to quantify lattice strain evolution and its spatial heterogeneity in two technologically important layered oxide cathodes (i.e. positive electrodes). Quantitative analysis is achieved by examining numerical distribution of the crystal misorientation data from thousands of positive electrode particles, which follows a positively skewed distribution. We reveal pronounced lattice strain heterogeneities both within individual grains and across different particles. These strain variations self-heal during relithiation but intensify with deeper delithiation and repeated cycling. The increased strain impedes Li-ion bulk diffusion, thereby limiting the maximum accessible capacity, especially at high current densities. Three-dimensional pole-figure analysis further identifies layer bending and layer twisting as the two major lattice distortion modes in the electrochemically cycled positive electrode particles. The accumulation of the unrecoverable layer bending governs the kinetically controlled capacity loss in the layered oxide positive electrodes.

Identifiers

PMID41491177
PMCPMC12881490

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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.