Evidence map›Paper›PMID 42251650›Full record

ArticleAngewandte Chemie (International ed. in English)2026

Data- and Theory-Guided Design of Dual-Role V-Doped RuO

Zhongliang Liu, Heng Liu, Kai Zhou, Miaomiao Liu, Tianrui Xue, Jian Zhang, Yiting Song, Jialin Cui, Hao Li, Huihui Li and 1 more

Abstract read
PubMed Full text at PMC Publisher
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

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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

11 authors.

Zhongliang LiuKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Heng LiuAdvanced Institute for Materials Research (WPI-AIMR), Tohoku University, Sendai, Japan.
Kai ZhouKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Miaomiao LiuKey Laboratory of Interfacial Physics and Technology, Shanghai Institute of Applied Physics, Chinese Academy of Sciences, Shanghai, People's Republic of China.
Tianrui XueKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Jian ZhangKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Yiting SongKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Jialin CuiKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Hao LiAdvanced Institute for Materials Research (WPI-AIMR), Tohoku University, Sendai, Japan.ORCID https://orcid.org/0000-0002-7577-1366
Huihui LiKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.
Chunzhong LiKey Laboratory for Ultrafine Materials of Ministry of Education, School of Chemical Engineering, East China University of Science and Technology, Shanghai, China.ORCID https://orcid.org/0000-0001-7897-5850

Funding

Fundamental Research Funds for the Central Universities JKA01261724JSPS KAKENHI JP25H01508JSPS KAKENHI JP25K01737MASAMUNE-IMR 202512-SCKXX-0203MASAMUNE-IMR 202512-SCKXX-0218National Natural Science Foundation of China 22478121National Natural Science Foundation of China 22522809National Natural Science Foundation of China U22B20143National Natural Science Foundation of China U24A20546Shanghai Municipal Science and Technology Major Project
6 · The paper itself

Abstract

Developing efficient acidic oxygen evolution reaction (OER) catalysts is crucial for proton exchange membrane water electrolyzers (PEMWE). By mining a dataset of 718 reported catalysts, we statistically identified that multi-metal Ru-based oxides significantly outperform monometallic counterparts (median overpotential: 210 vs. 283 mV). Guided by this insight, microkinetic modeling screened 20 metal dopants, pinpointing vanadium as a promising candidate. The synthesized V-doped RuO

Indexed as

deprotonationLewis acidsoxygen evolution reactiontheory‐guided

Identifiers

PMID42251650
PMCPMC13427137

What OpenQuestion holds

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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.