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RESEARCH PRODUCT
Real-space imaging with pattern recognition of a ligand-protected Ag374 nanocluster at sub-molecular resolution
Hannu HäkkinenYajuan LiZhaoxiong XieSami KaappaZhibo MaXueming YangXueming YangNanfeng ZhengQin ZhouLan-sun ZhengSami MalolaHaochen WangHui LuDawei Guansubject
Materials scienceScienceGeneral Physics and AstronomyNanoparticle02 engineering and technologymikroskopia010402 general chemistryMolecular resolution01 natural sciencesGeneral Biochemistry Genetics and Molecular BiologyArticlelaw.inventionlawMonolayermorphologylcsh:ScienceMultidisciplinarybusiness.industryLigandResolution (electron density)Qsurface compositionPattern recognitionGeneral Chemistry021001 nanoscience & nanotechnology0104 chemical scienceskuvantaminenPattern recognition (psychology)Density functional theorynanoparticle surfacesnanohiukkasetlcsh:QArtificial intelligenceScanning tunneling microscope0210 nano-technologybusinesshigh-resolution real-space imagingdescription
High-resolution real-space imaging of nanoparticle surfaces is desirable for better understanding of surface composition and morphology, molecular interactions at the surface, and nanoparticle chemical functionality in its environment. However, achieving molecular or sub-molecular resolution has proven to be very challenging, due to highly curved nanoparticle surfaces and often insufficient knowledge of the monolayer composition. Here, we demonstrate sub-molecular resolution in scanning tunneling microscopy imaging of thiol monolayer of a 5 nm nanoparticle Ag374 protected by tert-butyl benzene thiol. The experimental data is confirmed by comparisons through a pattern recognition algorithm to simulated topography images from density functional theory using the known total structure of the Ag374 nanocluster. Our work demonstrates a working methodology for investigations of structure and composition of organic monolayers on curved nanoparticle surfaces, which helps designing functionalities for nanoparticle-based applications.
year | journal | country | edition | language |
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2018-07-01 | Nature Communications |