Evidence map›Paper›PMID 42657147›Full record

ArticleJACS Au2026

Coverage-Dependent Free-Energy Bottlenecks in CO Adsorption and Desorption on Ru(0001).

Jin-En He, Mingjun Yang, Zhe-Ning Chen, Tong Zhu, Jun Chen

Abstract read
In one paragraph

Article in JACS Au, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

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1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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2 · The registry

The trial behind it

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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

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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

5 authors.

Jin-En HeState Key Laboratory of Structural Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, China.
Mingjun YangShenzhen Jingtai Technology Co., Ltd. (XtalPi), Fubao Community, Shenzhen 518045, China.ORCID https://orcid.org/0000-0003-0928-8541
Zhe-Ning ChenState Key Laboratory of Structural Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, China.ORCID https://orcid.org/0000-0003-3821-5843
Tong ZhuShanghai Engineering Research Center of Molecular Therapeutics and New Drug Development, School of Chemistry and Molecular Engineering, East China Normal University, Shanghai 200062, China.ORCID https://orcid.org/0000-0001-7472-3736
Jun ChenState Key Laboratory of Structural Chemistry, Fujian Institute of Research on the Structure of Matter, Chinese Academy of Sciences, Fuzhou 350002, China.ORCID https://orcid.org/0000-0002-8021-7458

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The adsorption and desorption of gas-phase molecules on solid surfaces are elementary steps in heterogeneous catalysis. However, capturing these dynamics under finite-temperature and coverage-dependent conditions remains challenging because static models cannot fully describe the coupled motion of adsorbates and surface atoms. In this study, we investigate the adsorption/desorption dynamics of CO on Ru(0001) by combining machine learning potential energy surfaces (ML-PESs) with umbrella sampling molecular dynamics (US-MD). A 2 × 2 × 5 Ru(0001) model containing one CO molecule (0.250 monolayer, ML) is used to analyze temperature-dependent potential of mean force (PMF) profiles, local free-energy landscapes, and molecular orientation distributions. To clarify coverage and finite-size effects, enlarged 4 × 4 × 5 Ru(0001) models containing 1, 4, and 8 CO molecules are used to cover 0.063, 0.250, and 0.500 ML, respectively, while 20 × 20 × 5 Ru(0001) models containing 100 and 200 CO molecules are further examined at 0.250 and 0.500 ML using a fine-tuned DPA-2 potential. The PMF profiles show that CO adsorption is nearly barrierless at low coverage, whereas an adsorption-side free-energy bottleneck becomes most clearly resolved under crowded high-coverage conditions. This bottleneck arises from the cooperative effect of configurational/rotational entropy loss and lateral CO-CO repulsion, with finite-size periodicity and surface coverage modulating the strength of entropic confinement in the PMF profile. Comparison between rigid and relaxed 2 × 2 × 5 surface models further shows that neglecting lattice motion qualitatively preserves the overall temperature-dependent PMF trend but suppresses the small adsorption-side bottleneck relative to the relaxed-surface model. These results highlight the coupled roles of coverage, entropy, lateral adsorbate interactions, and surface lattice degrees of freedom in CO/Ru(0001) gas-surface dynamics.

Indexed as

CO adsorption/desorptioncoverage effectsfree-energy bottleneckML-MDRu(0001)

Identifiers

PMID42657147
PMCPMC13507993

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