Evidence map›Paper›PMID 42151166›Full record

ArticleNature communications2026

Unveiling Spin Dependent Effectiveness of Strain Engineering in Metal Catalysts.

Chunyao Fang, Zhanzhao Fu, Yuetan Su, Sihang Liu, Ang Cao, Jianhua Yan

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. 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.

Chunyao FangState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China.
Zhanzhao FuState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China.
Yuetan SuState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China.
Sihang LiuState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China.
Ang CaoState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China. angc@zju.edu.cn.ORCID http://orcid.org/0000-0003-3787-6949
Jianhua YanState Key Laboratory of Clean Energy Utilization, College of Energy Engineering, Zhejiang University, Hangzhou, 310027, China.ORCID http://orcid.org/0009-0008-9419-5107

Funding

National Natural Science Foundation of China (National Science Foundation of China) 22409175
6 · The paper itself

Abstract

Strain engineering has emerged as a powerful strategy to modulate catalytic activity, yet its general applicability remains uncertain, especially for magnetic catalysts where spin effect also plays a critical role in governing reactivity. Here, we reveal a metal-dependent modulation on adsorbate chemisorption to strain, with magnetic metals exhibiting reduced strain sensitivity compared to non-magnetic metals. Using ammonia synthesis as a model reaction, we attribute this behavior to an antagonistic interaction between strain and spin, wherein spin effect counteracts strain-induced chemisorption modulation and becomes stronger with increasing magnetism, originating from the varying shift of d-band center under the combined effects. Kinetic analysis further confirms that strain engineering markedly modulates the reactivity of weakly magnetic or non-magnetic metals by reshaping traditional scaling relations under strain-free conditions, while offering marginal impact to strongly magnetic metals. Accordingly, we propose a practical strain-based strategy to enhance the activity of representative ammonia synthesis catalysts, including Fe, Co, Ni and Ru. Moreover, the metal-dependent strain effect can be extended to key intermediates in other reactions, indicating a general phenomenon and establishing a conditional principle for applying strain engineering in metal catalysts design.

Identifiers

PMID42151166
PMCPMC13381964

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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.