Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography

Precise determination of surface atomic structure of metallic nanoparticles is key to unlock their surface/interface properties. Here the authors introduce a neural network-assisted atomic electron tomography approach that provides a three-dimensional reconstruction of metallic nanoparticles at indi...

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Autores principales: Juhyeok Lee, Chaehwa Jeong, Yongsoo Yang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/056de5e6ea174424b93439940fe2e9e5
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spelling oai:doaj.org-article:056de5e6ea174424b93439940fe2e9e52021-12-02T13:26:23ZSingle-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography10.1038/s41467-021-22204-12041-1723https://doaj.org/article/056de5e6ea174424b93439940fe2e9e52021-03-01T00:00:00Zhttps://doi.org/10.1038/s41467-021-22204-1https://doaj.org/toc/2041-1723Precise determination of surface atomic structure of metallic nanoparticles is key to unlock their surface/interface properties. Here the authors introduce a neural network-assisted atomic electron tomography approach that provides a three-dimensional reconstruction of metallic nanoparticles at individual atom level.Juhyeok LeeChaehwa JeongYongsoo YangNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-9 (2021)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Juhyeok Lee
Chaehwa Jeong
Yongsoo Yang
Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
description Precise determination of surface atomic structure of metallic nanoparticles is key to unlock their surface/interface properties. Here the authors introduce a neural network-assisted atomic electron tomography approach that provides a three-dimensional reconstruction of metallic nanoparticles at individual atom level.
format article
author Juhyeok Lee
Chaehwa Jeong
Yongsoo Yang
author_facet Juhyeok Lee
Chaehwa Jeong
Yongsoo Yang
author_sort Juhyeok Lee
title Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
title_short Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
title_full Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
title_fullStr Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
title_full_unstemmed Single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
title_sort single-atom level determination of 3-dimensional surface atomic structure via neural network-assisted atomic electron tomography
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/056de5e6ea174424b93439940fe2e9e5
work_keys_str_mv AT juhyeoklee singleatomleveldeterminationof3dimensionalsurfaceatomicstructurevianeuralnetworkassistedatomicelectrontomography
AT chaehwajeong singleatomleveldeterminationof3dimensionalsurfaceatomicstructurevianeuralnetworkassistedatomicelectrontomography
AT yongsooyang singleatomleveldeterminationof3dimensionalsurfaceatomicstructurevianeuralnetworkassistedatomicelectrontomography
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