Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts

Symbolic regression holds big promise for guiding materials design, yet its application in materials science is still limited. Here the authors use symbolic regression to introduce an activity descriptor predicting new oxide perovskites with improved oxygen evolution activity as corroborated by expe...

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Autores principales:	Baicheng Weng, Zhilong Song, Rilong Zhu, Qingyu Yan, Qingde Sun, Corey G. Grice, Yanfa Yan, Wan-Jian Yin
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2020
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/676d3825e20a4a98abc38543327d92c6
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spelling	oai:doaj.org-article:676d3825e20a4a98abc38543327d92c62021-12-02T18:36:59ZSimple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts10.1038/s41467-020-17263-92041-1723https://doaj.org/article/676d3825e20a4a98abc38543327d92c62020-07-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-17263-9https://doaj.org/toc/2041-1723Symbolic regression holds big promise for guiding materials design, yet its application in materials science is still limited. Here the authors use symbolic regression to introduce an activity descriptor predicting new oxide perovskites with improved oxygen evolution activity as corroborated by experimental validation.Baicheng WengZhilong SongRilong ZhuQingyu YanQingde SunCorey G. GriceYanfa YanWan-Jian YinNature PortfolioarticleScienceQENNature Communications, Vol 11, Iss 1, Pp 1-8 (2020)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Baicheng Weng Zhilong Song Rilong Zhu Qingyu Yan Qingde Sun Corey G. Grice Yanfa Yan Wan-Jian Yin Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
description	Symbolic regression holds big promise for guiding materials design, yet its application in materials science is still limited. Here the authors use symbolic regression to introduce an activity descriptor predicting new oxide perovskites with improved oxygen evolution activity as corroborated by experimental validation.
format	article
author	Baicheng Weng Zhilong Song Rilong Zhu Qingyu Yan Qingde Sun Corey G. Grice Yanfa Yan Wan-Jian Yin
author_facet	Baicheng Weng Zhilong Song Rilong Zhu Qingyu Yan Qingde Sun Corey G. Grice Yanfa Yan Wan-Jian Yin
author_sort	Baicheng Weng
title	Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
title_short	Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
title_full	Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
title_fullStr	Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
title_full_unstemmed	Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
title_sort	simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts
publisher	Nature Portfolio
publishDate	2020
url	https://doaj.org/article/676d3825e20a4a98abc38543327d92c6
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Simple descriptor derived from symbolic regression accelerating the discovery of new perovskite catalysts

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