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An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles

Jacobsson, T. J.; Hultqvist, A.; García-Fernández, A.; Anand, A.; Al-Ashouri, A.; Hagfeldt, A.; Crovetto, A.; Abate, A.; Ricciardulli, A. G.; Vijayan, A.; Kulkarni, A.; Anderson, A. Y.; Darwich, B. P.; Yang, B.; Coles, B. L.; Perini, C. A. R.; Rehermann, C.; Ramirez, D.; Fairen-Jimenez, D.; ... mehr


Large datasets are now ubiquitous as technology enables higher-throughput experiments, but rarely can a research field truly benefit from the research data generated due to inconsistent formatting, undocumented storage or improper dissemination. Here we extract all the meaningful device data from peer-reviewed papers on metal-halide perovskite solar cells published so far and make them available in a database. We collect data from over 42,400 photovoltaic devices with up to 100 parameters per device. We then develop open-source and accessible procedures to analyse the data, providing examples of insights that can be gleaned from the analysis of a large dataset. The database, graphics and analysis tools are made available to the community and will continue to evolve as an open-source initiative. This approach of extensively capturing the progress of an entire field, including sorting, interactive exploration and graphical representation of the data, will be applicable to many fields in materials science, engineering and biosciences.

Verlagsausgabe §
DOI: 10.5445/IR/1000141584
Veröffentlicht am 02.01.2022
DOI: 10.1038/s41560-021-00941-3
Zitationen: 57
Web of Science
Zitationen: 54
Zitationen: 71
Cover der Publikation
Zugehörige Institution(en) am KIT Institut für Mikrostrukturtechnik (IMT)
Lichttechnisches Institut (LTI)
Publikationstyp Zeitschriftenaufsatz
Publikationsjahr 2022
Sprache Englisch
Identifikator ISSN: 2058-7546
KITopen-ID: 1000141584
HGF-Programm 38.01.03 (POF IV, LK 01) Cell Design and Development
Erschienen in Nature Energy
Verlag Nature Research
Band 7
Seiten 107–115
Vorab online veröffentlicht am 13.12.2021
Nachgewiesen in Dimensions
Web of Science
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