Perspective: Role of structure prediction in materials discovery and design

Materials informatics owes much to bioinformatics and the Materials Genome Initiative has been inspired by the Human Genome Project. But there is more to bioinformatics than genomes, and the same is true for materials informatics. Here we describe the rapidly expanding role of searching for structur...

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Main Authors: Richard J. Needs, Chris J. Pickard
Format: Article
Language:English
Published: AIP Publishing LLC 2016-05-01
Series:APL Materials
Online Access:http://dx.doi.org/10.1063/1.4949361
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spelling doaj-7d6cc8eec31346df890fa709f13f267a2020-11-25T00:56:00ZengAIP Publishing LLCAPL Materials2166-532X2016-05-0145053210053210-1410.1063/1.4949361013693APMPerspective: Role of structure prediction in materials discovery and designRichard J. Needs0Chris J. Pickard1Theory of Condensed Matter Group, Cavendish Laboratory, J J Thomson Avenue, Cambridge CB3 0HE, United KingdomDepartment of Materials Science & Metallurgy, University of Cambridge, 27 Charles Babbage Road, Cambridge CB3 0FS, United KingdomMaterials informatics owes much to bioinformatics and the Materials Genome Initiative has been inspired by the Human Genome Project. But there is more to bioinformatics than genomes, and the same is true for materials informatics. Here we describe the rapidly expanding role of searching for structures of materials using first-principles electronic-structure methods. Structure searching has played an important part in unraveling structures of dense hydrogen and in identifying the record-high-temperature superconducting component in hydrogen sulfide at high pressures. We suggest that first-principles structure searching has already demonstrated its ability to determine structures of a wide range of materials and that it will play a central and increasing part in materials discovery and design.http://dx.doi.org/10.1063/1.4949361
collection DOAJ
language English
format Article
sources DOAJ
author Richard J. Needs
Chris J. Pickard
spellingShingle Richard J. Needs
Chris J. Pickard
Perspective: Role of structure prediction in materials discovery and design
APL Materials
author_facet Richard J. Needs
Chris J. Pickard
author_sort Richard J. Needs
title Perspective: Role of structure prediction in materials discovery and design
title_short Perspective: Role of structure prediction in materials discovery and design
title_full Perspective: Role of structure prediction in materials discovery and design
title_fullStr Perspective: Role of structure prediction in materials discovery and design
title_full_unstemmed Perspective: Role of structure prediction in materials discovery and design
title_sort perspective: role of structure prediction in materials discovery and design
publisher AIP Publishing LLC
series APL Materials
issn 2166-532X
publishDate 2016-05-01
description Materials informatics owes much to bioinformatics and the Materials Genome Initiative has been inspired by the Human Genome Project. But there is more to bioinformatics than genomes, and the same is true for materials informatics. Here we describe the rapidly expanding role of searching for structures of materials using first-principles electronic-structure methods. Structure searching has played an important part in unraveling structures of dense hydrogen and in identifying the record-high-temperature superconducting component in hydrogen sulfide at high pressures. We suggest that first-principles structure searching has already demonstrated its ability to determine structures of a wide range of materials and that it will play a central and increasing part in materials discovery and design.
url http://dx.doi.org/10.1063/1.4949361
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