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Title: An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles
Authors: Jacobsson, T. Jesper
Hultqvist, Adam
García-Fernández, Alberto
Anand, Aman
Al-Ashouri, Amran
Hagfeldt, Anders
Crovetto, Andrea
Abate, Antonio
Ricciardulli, Antonio Gaetano
Vijayan, Anuja
Kulkarni, Ashish
Anderson, Assaf Y.
Darwich, Barbara Primera
Yang, Bowen
Coles, Brendan L.
Perini, Carlo A. R.
Rehermann, Carolin
Ramirez, Daniel
Fairen-Jimenez, David
Di Girolamo, Diego
Jia, Donglin
Avila, Elena
Juarez-Perez, Emilio J.
Baumann, Fanny
Mathies, Florian
González, G. S. Anaya
Boschloo, Gerrit
Nasti, Giuseppe
Paramasivam, Gopinath
Martínez-Denegri, Guillermo
Näsström, Hampus
Michaels, Hannes
Köbler, Hans
Wu, Hua
Benesperi, Iacopo
Dar, M. Ibrahim
Bayrak Pehlivan, Ilknur
Gould, Isaac E.
Vagott, Jacob N.
Dagar, Janardan
Kettle, Jeff
Yang, Jie
Li, Jinzhao
Smith, Joel A.
Pascual, Jorge
Jerónimo-Rendón, Jose J.
Montoya, Juan Felipe
Correa-Baena, Juan-Pablo
Qiu, Junming
Wang, Junxin
Sveinbjörnsson, Kári
Hirselandt, Katrin
Dey, Krishanu
Frohna, Kyle
Mathies, Lena
Castriotta, Luigi A.
Aldamasy, Mahmoud. H.
Vasquez-Montoya, Manuel
Ruiz-Preciado, Marco A.
Flatken, Marion A.
Khenkin, Mark V.
Grischek, Max
Kedia, Mayank
Saliba, Michael
Anaya, Miguel
Veldhoen, Misha
Arora, Neha
Shargaieva, Oleksandra
Maus, Oliver
Game, Onkar S.
Yudilevich, Ori
Fassl, Paul
Zhou, Qisen
Betancur, Rafael
Munir, Rahim
Patidar, Rahul
Stranks, Samuel D.
Alam, Shahidul
Kar, Shaoni
Unold, Thomas
Abzieher, Tobias
Edvinsson, Tomas
David, Tudur Wyn
Paetzold, Ulrich W.
Zia, Waqas
Fu, Weifei
Zuo, Weiwei
Schröder, Vincent R. F.
Tress, Wolfgang
Zhang, Xiaoliang
Chiang, Yu-Hsien
Iqbal, Zafar
Xie, Zhiqiang
Unger, Eva
Keywords: Engineering::Materials
Issue Date: 2022
Source: 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., ...Unger, E. (2022). An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles. Nature Energy, 7(1), 107-115.
Journal: Nature Energy 
Abstract: 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.
ISSN: 2058-7546
DOI: 10.1038/s41560-021-00941-3
Schools: Interdisciplinary Graduate School (IGS) 
Research Centres: Energy Research Institute @ NTU (ERI@N) 
Rights: © The Author(s) 2021. Open Access. This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons. org/licenses/by/4.0/.
Fulltext Permission: open
Fulltext Availability: With Fulltext
Appears in Collections:ERI@N Journal Articles
IGS Journal Articles

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