Evidence map›Paper›PMID 42034618›Full record

ArticleNature communications2026

Revealing Phase-Dependent Catalytic Behavior of Ru Nanoparticles via Operando TEM.

Yingying Jiang, Juan Manuel Arce-Ramos, Khakimjon Saidov, Jia Zhang, Chi Wang, Jinshu Tian, Jinling Cheng, Xiangwen Liu, Teck Leong Tan, Utkur Mirsaidov

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 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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

1 citing paper in PubMed.

  1. 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

10 authors.

Yingying Jiang *Department of Physics, National University of Singapore, Singapore, Singapore.
Juan Manuel Arce-Ramos *Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.ORCID http://orcid.org/0000-0002-6561-544X
Khakimjon Saidov *Department of Physics, National University of Singapore, Singapore, Singapore.
Jia ZhangInstitute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.ORCID http://orcid.org/0000-0003-4628-0215
Chi WangCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou, China.
Jinshu TianCollege of Chemical Engineering, Zhejiang University of Technology, Hangzhou, China.
Jinling ChengInstitute of Analysis and Testing, Beijing Academy of Science and Technology (Beijing Center for Physical and Chemical Analysis), Beijing, China.
Xiangwen LiuInstitute of Analysis and Testing, Beijing Academy of Science and Technology (Beijing Center for Physical and Chemical Analysis), Beijing, China.ORCID http://orcid.org/0000-0001-6677-7857
Teck Leong TanInstitute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Singapore, Singapore.ORCID http://orcid.org/0000-0002-7089-8966
Utkur MirsaidovDepartment of Physics, National University of Singapore, Singapore, Singapore. mirsaidov@nus.edu.sg.ORCID http://orcid.org/0000-0001-8673-466X

Funding

National Research Foundation Singapore (National Research Foundation-Prime Minister's office, Republic of Singapore) NRF-CRP23-2019-0001
6 · The paper itself

Abstract

The crystal phase of metal nanocatalysts plays a critical role in determining their catalytic performance, yet the atomic-scale mechanisms underlying their phase-dependent reactivity remain poorly understood. Here, using operando gas-cell transmission electron microscopy (TEM), we directly correlate the crystal structures of Ru nanoparticles (NPs) with their catalytic behavior during CO oxidation. We find that face-centered cubic (fcc) Ru exhibits high catalytic activity and structural stability, whereas hexagonal close-packed (hcp) Ru deactivates rapidly because of its pronounced susceptibility to oxidation. Furthermore, the transformation of fcc Ru NPs to hcp phase results in a marked loss of catalytic activity, underscoring the detrimental impact of phase instability under reaction conditions. These findings highlight the importance of direct observation of catalysts in reactive environments and provide mechanistic insights crucial for the rational design of phase-engineered nanocatalysts.

Identifiers

PMID42034618
PMCPMC13324163

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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.