Evidence map›Paper›PMID 42177820›Full record

ReviewSmall (Weinheim an der Bergstrasse, Germany)2026

Taming Transport Gradients: Engineered Microstructures for Fast-Charging Thick Electrodes.

Xinya Niu, Yuyang Lu, Pengcheng Chen, Chengcheng Cao, Lige Chang, Xiangbiao Liao, Linghui He, Yong Ni

Abstract readReview
In one paragraph

Review in Small (Weinheim an der Bergstrasse, Germany), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Xinya NiuDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.
Yuyang LuYangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China.
Pengcheng ChenDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.
Chengcheng CaoDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.
Lige ChangDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.
Xiangbiao LiaoYangtze Delta Region Academy of Beijing Institute of Technology, Jiaxing, China.
Linghui HeDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.
Yong NiDepartment of Modern Mechanics, University of Science and Technology of China, Hefei, China.ORCID https://orcid.org/0000-0002-8944-5764

Funding

National Key Research and Development Program of China 2022YFA1203602National Natural Science Foundation of China 12025206National Natural Science Foundation of China 12202366Strategic Priority Research Program of the Chinese Academy of Sciences XDB0620101
6 · The paper itself

Abstract

Pursuing higher energy density via thick electrodes inevitably intensifies lithium transport limitations and mechanical degradation, critical barriers to fast charging. The root cause lies in intrinsic gradient fluxes-ionic, electronic, and reaction-driven-along the electrode thickness due to heterogeneous electrochemical environment. This review proposes the "Match Principle" as a unifying design framework. It creates structural gradients (e.g., porosity, conductivity, particle size) along the thickness direction that align with these inherent flux gradients. Such matching optimizes local charge-transport kinetics and mitigates damage heterogeneity. In this review, the principle's theoretical foundation is first stated. Recent advances in fabricating thick electrodes that implement such gradient designs to improve performance are then summarized. Concluding perspectives further highlight advanced electrode structure manufacturing processes, advanced characterization methods, and AI-assisted design, as essential tools for the principled design and industrialization of next-generation thick electrodes.

Indexed as

charge‐transport kineticsmatch principlesmechanical damage heterogeneitystructural designthick electrodes

Identifiers

PMID42177820
PMCPMC13351516

What OpenQuestion holds

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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.