Accelerated search for materials with targeted properties by adaptive design

Design of materials with targeted properties requires innovative approaches to guide researchers through complex search space. Here, the authors report an adaptive design strategy, using inference and global optimization methods, which can find shape memory alloys with very low thermal hysteresis.

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Autores principales:	Dezhen Xue, Prasanna V. Balachandran, John Hogden, James Theiler, Deqing Xue, Turab Lookman
Formato:	article
Lenguaje:	EN
Publicado:	Nature Portfolio 2016
Materias:	Science Q
Acceso en línea:	https://doaj.org/article/e9fa709d1d23438e96bc00911364789c
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spelling	oai:doaj.org-article:e9fa709d1d23438e96bc00911364789c2021-12-02T17:32:05ZAccelerated search for materials with targeted properties by adaptive design10.1038/ncomms112412041-1723https://doaj.org/article/e9fa709d1d23438e96bc00911364789c2016-04-01T00:00:00Zhttps://doi.org/10.1038/ncomms11241https://doaj.org/toc/2041-1723Design of materials with targeted properties requires innovative approaches to guide researchers through complex search space. Here, the authors report an adaptive design strategy, using inference and global optimization methods, which can find shape memory alloys with very low thermal hysteresis.Dezhen XuePrasanna V. BalachandranJohn HogdenJames TheilerDeqing XueTurab LookmanNature PortfolioarticleScienceQENNature Communications, Vol 7, Iss 1, Pp 1-9 (2016)
institution	DOAJ
collection	DOAJ
language	EN
topic	Science Q
spellingShingle	Science Q Dezhen Xue Prasanna V. Balachandran John Hogden James Theiler Deqing Xue Turab Lookman Accelerated search for materials with targeted properties by adaptive design
description	Design of materials with targeted properties requires innovative approaches to guide researchers through complex search space. Here, the authors report an adaptive design strategy, using inference and global optimization methods, which can find shape memory alloys with very low thermal hysteresis.
format	article
author	Dezhen Xue Prasanna V. Balachandran John Hogden James Theiler Deqing Xue Turab Lookman
author_facet	Dezhen Xue Prasanna V. Balachandran John Hogden James Theiler Deqing Xue Turab Lookman
author_sort	Dezhen Xue
title	Accelerated search for materials with targeted properties by adaptive design
title_short	Accelerated search for materials with targeted properties by adaptive design
title_full	Accelerated search for materials with targeted properties by adaptive design
title_fullStr	Accelerated search for materials with targeted properties by adaptive design
title_full_unstemmed	Accelerated search for materials with targeted properties by adaptive design
title_sort	accelerated search for materials with targeted properties by adaptive design
publisher	Nature Portfolio
publishDate	2016
url	https://doaj.org/article/e9fa709d1d23438e96bc00911364789c
work_keys_str_mv	AT dezhenxue acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign AT prasannavbalachandran acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign AT johnhogden acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign AT jamestheiler acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign AT deqingxue acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign AT turablookman acceleratedsearchformaterialswithtargetedpropertiesbyadaptivedesign
_version_	1718380404494303232

Accelerated search for materials with targeted properties by adaptive design

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