Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials

Understanding zeolite synthesis-structure relationships remains challenging owing to the number of variables involved in their preparation. Here the authors analyze zeolite synthetic records from the literature via machine learning and find communities of synthetically related materials with previou...

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Autores principales:	Koki Muraoka, Yuki Sada, Daiki Miyazaki, Watcharop Chaikittisilp, Tatsuya Okubo
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2019
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/f44f17286b1940279fa414a08a0dbfa8
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id	oai:doaj.org-article:f44f17286b1940279fa414a08a0dbfa8
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spelling	oai:doaj.org-article:f44f17286b1940279fa414a08a0dbfa82021-12-02T14:35:50ZLinking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials10.1038/s41467-019-12394-02041-1723https://doaj.org/article/f44f17286b1940279fa414a08a0dbfa82019-10-01T00:00:00Zhttps://doi.org/10.1038/s41467-019-12394-0https://doaj.org/toc/2041-1723Understanding zeolite synthesis-structure relationships remains challenging owing to the number of variables involved in their preparation. Here the authors analyze zeolite synthetic records from the literature via machine learning and find communities of synthetically related materials with previously overlooked similarities.Koki MuraokaYuki SadaDaiki MiyazakiWatcharop ChaikittisilpTatsuya OkuboNature PortfolioarticleScienceQENNature Communications, Vol 10, Iss 1, Pp 1-11 (2019)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Koki Muraoka Yuki Sada Daiki Miyazaki Watcharop Chaikittisilp Tatsuya Okubo Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
description	Understanding zeolite synthesis-structure relationships remains challenging owing to the number of variables involved in their preparation. Here the authors analyze zeolite synthetic records from the literature via machine learning and find communities of synthetically related materials with previously overlooked similarities.
format	article
author	Koki Muraoka Yuki Sada Daiki Miyazaki Watcharop Chaikittisilp Tatsuya Okubo
author_facet	Koki Muraoka Yuki Sada Daiki Miyazaki Watcharop Chaikittisilp Tatsuya Okubo
author_sort	Koki Muraoka
title	Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
title_short	Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
title_full	Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
title_fullStr	Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
title_full_unstemmed	Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
title_sort	linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials
publisher	Nature Portfolio
publishDate	2019
url	https://doaj.org/article/f44f17286b1940279fa414a08a0dbfa8
work_keys_str_mv	AT kokimuraoka linkingsynthesisandstructuredescriptorsfromalargecollectionofsyntheticrecordsofzeolitematerials AT yukisada linkingsynthesisandstructuredescriptorsfromalargecollectionofsyntheticrecordsofzeolitematerials AT daikimiyazaki linkingsynthesisandstructuredescriptorsfromalargecollectionofsyntheticrecordsofzeolitematerials AT watcharopchaikittisilp linkingsynthesisandstructuredescriptorsfromalargecollectionofsyntheticrecordsofzeolitematerials AT tatsuyaokubo linkingsynthesisandstructuredescriptorsfromalargecollectionofsyntheticrecordsofzeolitematerials
_version_	1718391046254100480

Linking synthesis and structure descriptors from a large collection of synthetic records of zeolite materials

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