001014984 001__ 1014984 001014984 005__ 20240116084319.0 001014984 0247_ $$2doi$$a10.1038/s41597-023-02501-8 001014984 0247_ $$2ISSN$$a2052-4436 001014984 0247_ $$2ISSN$$a2052-4463 001014984 0247_ $$2datacite_doi$$a10.34734/FZJ-2023-03524 001014984 0247_ $$2pmid$$a37709811 001014984 0247_ $$2WOS$$aWOS:001095437900005 001014984 037__ $$aFZJ-2023-03524 001014984 082__ $$a500 001014984 1001_ $$00000-0001-5099-3029$$aGhiringhelli, Luca M.$$b0$$eCorresponding author 001014984 245__ $$aShared metadata for data-centric materials science 001014984 260__ $$aLondon$$bNature Publ. Group$$c2023 001014984 3367_ $$2DRIVER$$aarticle 001014984 3367_ $$2DataCite$$aOutput Types/Journal article 001014984 3367_ $$0PUB:(DE-HGF)16$$2PUB:(DE-HGF)$$aJournal Article$$bjournal$$mjournal$$s1701755109_527 001014984 3367_ $$2BibTeX$$aARTICLE 001014984 3367_ $$2ORCID$$aJOURNAL_ARTICLE 001014984 3367_ $$00$$2EndNote$$aJournal Article 001014984 520__ $$aThe expansive production of data in materials science, their widespread sharing andrepurposing requires educated support and stewardship. In order to ensure that this needhelps rather than hinders scientific work, the implementation of the FAIR-data principles(Findable, Accessible, Interoperable, and Reusable) must not be too narrow. Besides, thewider materials-science community ought to agree on the strategies to tackle the challengesthat are specific to its data, both from computations and experiments. In this paper, wepresent the result of the discussions held at the workshop on “Shared Metadata and DataFormats for Big-Data Driven Materials Science”. We start from an operative definition ofmetadata, and the features that a FAIR-compliant metadata schema should have. Wewill mainly focus on computational materials-science data and propose a constructiveapproach for the FAIRification of the (meta)data related to ground-state and excited-statescalculations, potential-energy sampling, and generalized workflows. Finally, challenges withthe FAIRification of experimental (meta)data and materials-science ontologies are presentedtogether with an outlook of how to meet them. 001014984 536__ $$0G:(DE-HGF)POF4-6G4$$a6G4 - Jülich Centre for Neutron Research (JCNS) (FZJ) (POF4-6G4)$$cPOF4-6G4$$fPOF IV$$x0 001014984 536__ $$0G:(DE-HGF)POF4-632$$a632 - Materials – Quantum, Complex and Functional Materials (POF4-632)$$cPOF4-632$$fPOF IV$$x1 001014984 536__ $$0G:(GEPRIS)460197019$$aDFG project 460197019 - FAIRmat – FAIRe Dateninfrastruktur für die Physik der kondensierten Materie und die chemische Physik fester Stoffe (460197019)$$c460197019$$x2 001014984 536__ $$0G:(EU-Grant)951786$$aNOMAD CoE - Novel Materials Discovery (951786)$$c951786$$fH2020-INFRAEDI-2019-1$$x3 001014984 588__ $$aDataset connected to CrossRef, Journals: juser.fz-juelich.de 001014984 65027 $$0V:(DE-MLZ)SciArea-250$$2V:(DE-HGF)$$aOthers$$x0 001014984 65017 $$0V:(DE-MLZ)GC-2003-2016$$2V:(DE-HGF)$$aOthers$$x0 001014984 693__ 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