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

by Vagott, Jacob N. , Darwich, Barbara Primera , Ruiz-Preciado, Marco A. , David, Tudur Wyn , Munir, Rahim , Yang, Bowen , Grischek, Max , Dey, Krishanu , Di Girolamo, Diego , Dar, M. Ibrahim , Dagar, Janardan , Abate, Antonio , Sveinbjörnsson, Kári , Fassl, Paul , Abzieher, Tobias , Maus, Oliver , Unold, Thomas , Correa-Baena, Juan-Pablo , Ricciardulli, Antonio Gaetano , Baumann, Fanny , Betancur, Rafael , Hirselandt, Katrin , Kulkarni, Ashish , Benesperi, Iacopo , Unger, Eva , Boschloo, Gerrit , Gould, Isaac E. , Khenkin, Mark V. , Jacobsson, T. Jesper , Edvinsson, Tomas , Flatken, Marion A. , Chiang, Yu-Hsien , García-Fernández, Alberto , Näsström, Hampus , Crovetto, Andrea , Juarez-Perez, Emilio J. , Li, Jinzhao , Vasquez-Montoya, Manuel , Köbler, Hans , Coles, Brendan L. , Xie, Zhiqiang , Bayrak Pehlivan, Ilknur , Ramirez, Daniel , Frohna, Kyle , Hultqvist, Adam , Stranks, Samuel D. , Zhang, Xiaoliang , Martínez-Denegri, Guillermo , Anaya, Miguel , Saliba, Michael , Arora, Neha , Wu, Hua , Aldamasy, Mahmoud. H. , Michaels, Hannes , Fairen-Jimenez, David , Yudilevich, Ori , Zia, Waqas , Smith, Joel A. , Castriotta, Luigi A. , Montoya, Juan Felipe , Qiu, Junming

in 639/301/299/946 / 639/4077/909/4101/4096/946 / ACCESS database / Accessibility / Analysis tools / Annan teknik / Cell-based / Data collection / data processing / Database systems / Database tools / Datasets / Device data / Digital storage / Economics and Management / Energy / Energy Policy / Energy Storage / Energy Systems / engineering / Engineering and Technology / Graphical representations / High throughput experiments / Large dataset / Large datasets / Materials science / Metal halides / Open Data / OpenAccess / Other Engineering and Technologies / Perovskite / Perovskite solar cells / Perovskites / Photovoltaic cells / Photovoltaics / Renewable and Green Energy / Research data / Research fields / Resource / Solar cells / technology / Teknik

2022

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

2022

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2022

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Journal Article

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

Vagott, Jacob N.,

Darwich, Barbara Primera,

Ruiz-Preciado, Marco A.,

David, Tudur Wyn,

Munir, Rahim,

Yang, Bowen,

Grischek, Max,

Dey, Krishanu,

Di Girolamo, Diego,

Dar, M. Ibrahim,

Dagar, Janardan,

Abate, Antonio,

Sveinbjörnsson, Kári,

Fassl, Paul,

Abzieher, Tobias,

Maus, Oliver,

Unold, Thomas,

Correa-Baena, Juan-Pablo,

Ricciardulli, Antonio Gaetano,

Baumann, Fanny,

Betancur, Rafael,

Hirselandt, Katrin,

Kulkarni, Ashish,

Benesperi, Iacopo,

Unger, Eva,

Boschloo, Gerrit,

Gould, Isaac E.,

Khenkin, Mark V.,

Jacobsson, T. Jesper,

Edvinsson, Tomas,

Flatken, Marion A.,

Chiang, Yu-Hsien,

García-Fernández, Alberto,

Näsström, Hampus,

Crovetto, Andrea,

Juarez-Perez, Emilio J.,

Li, Jinzhao,

Vasquez-Montoya, Manuel,

Köbler, Hans,

Coles, Brendan L.,

Xie, Zhiqiang,

Bayrak Pehlivan, Ilknur,

Ramirez, Daniel,

Frohna, Kyle,

Hultqvist, Adam,

Stranks, Samuel D.,

Zhang, Xiaoliang,

Martínez-Denegri, Guillermo,

Anaya, Miguel,

Saliba, Michael,

Arora, Neha,

Wu, Hua,

Aldamasy, Mahmoud. H.,

Michaels, Hannes,

Fairen-Jimenez, David,

Yudilevich, Ori,

Zia, Waqas,

Smith, Joel A.,

Castriotta, Luigi A.,

Montoya, Juan Felipe,

Qiu, Junming

2022

Overview

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. Making large datasets findable, accessible, interoperable and reusable could accelerate technology development. Now, Jacobsson et al. present an approach to build an open-access database and analysis tool for perovskite solar cells.

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Nature Publishing Group UK,Nature Publishing Group

Subject

639/301/299/946

/ 639/4077/909/4101/4096/946