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arXiv 1811.04438cond-mat.mes-hallphysics.atm-clus
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有限温度下金纳米团簇的(Meta-)稳定性和核壳动力学

(Meta-)stability and Core-Shell Dynamics of Gold Nanoclusters at Finite Temperature

Diego Guedes-Sobrinho, Weiqi Wang, Ian Hamilton, Juarez L. F. Da Silva, Luca M. Ghiringhelli

摘要:

金纳米团簇已经成为众多计算研究的焦点,但在有限温度下对其结构和动力学性质的原子理解远不能令人满意。为了解决这一不足,我们研究金纳米团簇通过从头算分子动力学,在一个范围内的大小观察到的核壳形态。我们使用最先进的技术分析它们的结构和动力学,包括无监督机器学习非线性降维(草图),用于描述采样配置范围之间的相似性和差异。我们发现,而金纳米团簇表现出连续的结构重排,他们清楚地显示持久的图案:一个阳离子核心的一到五个原子松散地结合到一个外壳,通常显示局部球形与平面片段之间的竞争导致的子结构。除了阐明核壳型金纳米团簇的性质外,本研究还提出了一套有用的工具来理解它们在操作中的性质。

英文摘要:

Gold nanoclusters have been the focus of numerous computational studies but an atomistic understanding of their structural and dynamical properties at finite temperature is far from satisfactory. To address this deficiency, we investigate gold nanoclusters via ab initio molecular dynamics, in a range of sizes where a core-shell morphology is observed. We analyze their structure and dynamics using of state-of-the-art techniques, including unsupervised machine-learning nonlinear dimensionality reduction (sketch-map) for describing the similarities and differences among the range of sampled configurations. We find that, whereas the gold nanoclusters exhibit continuous structural rearrangement, they clearly show persistent motifs: a cationic core of one to five atoms is loosely bound to a shell which typically displays a substructure resulting from the competition between locally spherical vs planar fragments. Besides illuminating the properties of core-shell gold nanoclusters, the present study proposes a set of useful tools for understanding their nature in operando.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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