Evidence map›Paper›PMID 42360078›Full record

ArticleAngewandte Chemie (International ed. in English)2026

Unlocking Anode-Free Zinc Metal Batteries via Data-Science-Guided Dual-Interphase Separator Engineering.

Lingbo Yao, Zeyu Wei, Tianshi Zhao, Zhurui Wang, Gege Wang, Xiaowei Chi, Yu Liu

Abstract read
In one paragraph

Article in Angewandte Chemie (International ed. in English), 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

7 authors.

Lingbo YaoShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Zeyu WeiShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Tianshi ZhaoShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Zhurui WangShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Gege WangShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Xiaowei ChiShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.
Yu LiuShanghai Institute of Ceramics, Chinese Academy of Sciences, Shanghai, China.ORCID https://orcid.org/0000-0002-7261-455X

Funding

China Three Gorges Corporation 123091China Three Gorges Corporation WWKY-2021-0027National Natural Science Foundation of China 2024YFE0101100National Natural Science Foundation of China 52171147
6 · The paper itself

Abstract

Aqueous zinc metal batteries (AZMBs) employing halogen- or manganese-based cathodes and anode-free design possess the highest energy density among the aqueous battery families. However, their performance is severely limited by interfacial side reactions and anode-cathode cross-talk, which undermine energy density and cycle life. Conventional strategies focusing on a single interface are inadequate to address these systemic issues. The optimal strategy cluster from literature data mining guided the material system creation via a data-driven process of molecular descriptor screening. This guided the creation of an asymmetric dual-interphase separator, featuring a Zn

Indexed as

anode‐free configurationaqueous zinc metal batteriesclustering analysisdual‐interphase engineering

Identifiers

PMID42360078
PMCPMC13502663

What OpenQuestion holds

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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.