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

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

doi:10.1038/s41560-021-00941-3

Please use this identifier to cite or link to this item: https://doi.org/10.21256/zhaw-23988

Publication type:	Article in scientific journal
Type of review:	Peer review (publication)
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
et. al:	No
DOI:	10.1038/s41560-021-00941-3 10.21256/zhaw-23988
Published in:	Nature Energy
Volume(Issue):	7
Page(s):	107
Pages to:	115
Issue Date:	2021
Publisher / Ed. Institution:	Nature Publishing Group
ISSN:	2058-7546
Language:	English
Subject (DDC):	005: Computer programming, programs and data 621.3: Electrical, communications, control engineering
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.
URI:	https://digitalcollection.zhaw.ch/handle/11475/23988
Fulltext version:	Published version
License (according to publishing contract):	CC BY 4.0: Attribution 4.0 International
Departement:	School of Engineering
Organisational Unit:	Institute of Computational Physics (ICP)
Appears in collections:	Publikationen School of Engineering

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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., et al. (2021). An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles. Nature Energy, 7, 107–115. https://doi.org/10.1038/s41560-021-00941-3

Jacobsson, T.J. et al. (2021) ‘An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles’, Nature Energy, 7, pp. 107–115. Available at: https://doi.org/10.1038/s41560-021-00941-3.

T. J. Jacobsson et al., “An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles,” Nature Energy, vol. 7, pp. 107–115, 2021, doi: 10.1038/s41560-021-00941-3.

JACOBSSON, T. Jesper, Adam HULTQVIST, Alberto GARCÍA-FERNÁNDEZ, Aman ANAND, Amran AL-ASHOURI, Anders HAGFELDT, Andrea CROVETTO, Antonio ABATE, Antonio Gaetano RICCIARDULLI, Anuja VIJAYAN, Ashish KULKARNI, Assaf Y. ANDERSON, Barbara Primera DARWICH, Bowen YANG, Brendan L. COLES, Carlo A. R. PERINI, Carolin REHERMANN, Daniel RAMIREZ, David FAIREN-JIMENEZ, Diego DI GIROLAMO, Donglin JIA, Elena AVILA, Emilio J. JUAREZ-PEREZ, Fanny BAUMANN, Florian MATHIES, G. S. Anaya GONZÁLEZ, Gerrit BOSCHLOO, Giuseppe NASTI, Gopinath PARAMASIVAM, Guillermo MARTÍNEZ-DENEGRI, Hampus NÄSSTRÖM, Hannes MICHAELS, Hans KÖBLER, Hua WU, Iacopo BENESPERI, M. Ibrahim DAR, Ilknur BAYRAK PEHLIVAN, Isaac E. GOULD, Jacob N. VAGOTT, Janardan DAGAR, Jeff KETTLE, Jie YANG, Jinzhao LI, Joel A. SMITH, Jorge PASCUAL, Jose J. JERÓNIMO-RENDÓN, Juan Felipe MONTOYA, Juan-Pablo CORREA-BAENA, Junming QIU, Junxin WANG, Kári SVEINBJÖRNSSON, Katrin HIRSELANDT, Krishanu DEY, Kyle FROHNA, Lena MATHIES, Luigi A. CASTRIOTTA, Mahmoud. H. ALDAMASY, Manuel VASQUEZ-MONTOYA, Marco A. RUIZ-PRECIADO, Marion A. FLATKEN, Mark V. KHENKIN, Max GRISCHEK, Mayank KEDIA, Michael SALIBA, Miguel ANAYA, Misha VELDHOEN, Neha ARORA, Oleksandra SHARGAIEVA, Oliver MAUS, Onkar S. GAME, Ori YUDILEVICH, Paul FASSL, Qisen ZHOU, Rafael BETANCUR, Rahim MUNIR, Rahul PATIDAR, Samuel D. STRANKS, Shahidul ALAM, Shaoni KAR, Thomas UNOLD, Tobias ABZIEHER, Tomas EDVINSSON, Tudur Wyn DAVID, Ulrich W. PAETZOLD, Waqas ZIA, Weifei FU, Weiwei ZUO, Vincent R. F. SCHRÖDER, Wolfgang TRESS, Xiaoliang ZHANG, Yu-Hsien CHIANG, Zafar IQBAL, Zhiqiang XIE und Eva UNGER, 2021. An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles. Nature Energy. 2021. Bd. 7, S. 107–115. DOI 10.1038/s41560-021-00941-3

Jacobsson, T. Jesper, Adam Hultqvist, Alberto García-Fernández, Aman Anand, Amran Al-Ashouri, Anders Hagfeldt, Andrea Crovetto, et al. 2021. “An Open-Access Database and Analysis Tool for Perovskite Solar Cells Based on the FAIR Data Principles.” Nature Energy 7: 107–15. https://doi.org/10.1038/s41560-021-00941-3.

Jacobsson, T. Jesper, et al. “An Open-Access Database and Analysis Tool for Perovskite Solar Cells Based on the FAIR Data Principles.” Nature Energy, vol. 7, 2021, pp. 107–15, https://doi.org/10.1038/s41560-021-00941-3.