Evidence map›Paper›PMID 42491522›Full record

ReviewiScience2026

On-chip electrocatalytic microcells for high-throughput experimentation of electrocatalysts.

Zerui Liu, Junxin Tao, Guojun Ou, Rui Cao, Chengyu Liu, Lin Jiang

Abstract readReview
In one paragraph

Review in iScience, 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

6 authors.

Zerui LiuSchool of Microelectronics, Shanghai University, Shanghai 201800, China.
Junxin TaoSchool of Microelectronics, Shanghai University, Shanghai 201800, China.
Guojun OuSchool of Microelectronics, Shanghai University, Shanghai 201800, China.
Rui CaoSchool of Chemistry and Chemical Engineering, Shaanxi Normal University, Xi'an 710119, China.
Chengyu LiuSchool of Chemistry and Chemical Engineering, Shaanxi Normal University, Xi'an 710119, China.
Lin JiangSchool of Microelectronics, Shanghai University, Shanghai 201800, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

On-chip electrocatalytic microcells (OCEMs) integrate working electrodes, reaction windows, and signal readout, offering structurally controllable and electronically addressable platforms with potential for high-throughput electrocatalysis. OCEMs enable precise control of catalyst features, including active sites, phase states, and defects, while tracking structural evolution and reaction intermediates in situ/operando. Coupling local current, electric fields, temperature, and strain modulation, OCEMs actively regulate catalytic behavior beyond conventional electrochemical measurements. When combined with automated high-throughput testing and machine learning, they generate interpretable and quantitative datasets, establishing clear structure-performance relationships. Together, these advances point toward an emerging OCEM-based high-throughput experimentation paradigm for data-driven, mechanism-informed catalyst design.

Indexed as

catalysiselectrochemical materials scienceelectrochemistrymaterials science

Identifiers

PMID42491522
PMCPMC13377863

What OpenQuestion holds

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LicenceCC BY
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.