An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles
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Published:2021-12-13
Issue:1
Volume:7
Page:107-115
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ISSN:2058-7546
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Container-title:Nature Energy
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language:en
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Short-container-title:Nat Energy
Author:
Jacobsson T. JesperORCID, Hultqvist AdamORCID, García-Fernández AlbertoORCID, Anand AmanORCID, Al-Ashouri AmranORCID, Hagfeldt Anders, Crovetto AndreaORCID, Abate Antonio, Ricciardulli Antonio GaetanoORCID, Vijayan Anuja, Kulkarni AshishORCID, Anderson Assaf Y., Darwich Barbara Primera, Yang Bowen, Coles Brendan L.ORCID, Perini Carlo A. R., Rehermann Carolin, Ramirez DanielORCID, Fairen-Jimenez DavidORCID, Di Girolamo Diego, Jia Donglin, Avila Elena, Juarez-Perez Emilio J.ORCID, Baumann FannyORCID, Mathies FlorianORCID, González G. S. Anaya, Boschloo Gerrit, Nasti Giuseppe, Paramasivam GopinathORCID, Martínez-Denegri Guillermo, Näsström HampusORCID, Michaels HannesORCID, Köbler HansORCID, Wu Hua, Benesperi Iacopo, Dar M. IbrahimORCID, Bayrak Pehlivan Ilknur, Gould Isaac E.ORCID, Vagott Jacob N., Dagar Janardan, Kettle JeffORCID, Yang Jie, Li Jinzhao, Smith Joel A., Pascual Jorge, Jerónimo-Rendón Jose J., Montoya Juan FelipeORCID, Correa-Baena Juan-PabloORCID, Qiu Junming, Wang JunxinORCID, Sveinbjörnsson KáriORCID, Hirselandt Katrin, Dey Krishanu, Frohna KyleORCID, Mathies Lena, Castriotta Luigi A., Aldamasy Mahmoud. H., Vasquez-Montoya ManuelORCID, Ruiz-Preciado Marco A., Flatken Marion A.ORCID, Khenkin Mark V.ORCID, Grischek MaxORCID, Kedia MayankORCID, Saliba MichaelORCID, Anaya MiguelORCID, Veldhoen Misha, Arora Neha, Shargaieva OleksandraORCID, Maus Oliver, Game Onkar S., Yudilevich Ori, Fassl Paul, Zhou Qisen, Betancur Rafael, Munir Rahim, Patidar Rahul, Stranks Samuel D.ORCID, Alam Shahidul, Kar ShaoniORCID, Unold ThomasORCID, Abzieher Tobias, Edvinsson TomasORCID, David Tudur WynORCID, Paetzold Ulrich W.ORCID, Zia Waqas, Fu Weifei, Zuo Weiwei, Schröder Vincent R. F., Tress Wolfgang, Zhang XiaoliangORCID, Chiang Yu-HsienORCID, Iqbal Zafar, Xie Zhiqiang, Unger EvaORCID
Abstract
AbstractLarge 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.
Publisher
Springer Science and Business Media LLC
Subject
Energy Engineering and Power Technology,Fuel Technology,Renewable Energy, Sustainability and the Environment,Electronic, Optical and Magnetic Materials
Reference45 articles.
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