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

T. Jesper Jacobsson (), 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 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 and Eva Unger ()
Additional contact information
T. Jesper Jacobsson: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Adam Hultqvist: Uppsala University
Alberto García-Fernández: KTH Royal Institute of Technology
Aman Anand: Friedrich Schiller University Jena
Amran Al-Ashouri: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Anders Hagfeldt: École Polytechnique Fédérale de Lausanne
Andrea Crovetto: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Antonio Abate: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Antonio Gaetano Ricciardulli: Technische Universität Darmstadt
Anuja Vijayan: Uppsala University
Ashish Kulkarni: Forschungszentrum Jülich
Assaf Y. Anderson: Materials Zone
Barbara Primera Darwich: École Polytechnique Fédérale de Lausanne (EPFL)
Bowen Yang: École Polytechnique Fédérale de Lausanne
Brendan L. Coles: Swansea University
Carlo A. R. Perini: Georgia Institute of Technology
Carolin Rehermann: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Daniel Ramirez: Universidad de Antioquia
David Fairen-Jimenez: University of Cambridge
Diego Girolamo: University of Naples Federico II
Donglin Jia: Beihang University
Elena Avila: University of Cambridge
Emilio J. Juarez-Perez: Instituto de Nanociencia y Materiales de Aragón (INMA) CSIC-Universidad de Zaragoza
Fanny Baumann: École Polytechnique Fédérale de Lausanne
Florian Mathies: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
G. S. Anaya González: Benemérita Universidad Autónoma de Puebla, CIDS-ICUAP, San Claudio
Gerrit Boschloo: Uppsala University
Giuseppe Nasti: University of Naples Federico II
Gopinath Paramasivam: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Guillermo Martínez-Denegri: The Barcelona Institute of Science and Technology
Hampus Näsström: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Hannes Michaels: Uppsala University
Hans Köbler: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Hua Wu: Uppsala University
Iacopo Benesperi: Uppsala University
M. Ibrahim Dar: University of Cambridge
Ilknur Bayrak Pehlivan: Uppsala University
Isaac E. Gould: University of Colorado
Jacob N. Vagott: Georgia Institute of Technology
Janardan Dagar: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Jeff Kettle: University of Glasgow
Jie Yang: Linkoping University
Jinzhao Li: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Joel A. Smith: University of Sheffield
Jorge Pascual: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Jose J. Jerónimo-Rendón: University of Stuttgart
Juan Felipe Montoya: Universidad de Antioquia
Juan-Pablo Correa-Baena: Georgia Institute of Technology
Junming Qiu: Beihang University
Junxin Wang: Uppsala University
Kári Sveinbjörnsson: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Katrin Hirselandt: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Krishanu Dey: University of Cambridge
Kyle Frohna: University of Cambridge
Lena Mathies: Martin-Luther Universität
Luigi A. Castriotta: University of Rome Tor Vergata
Mahmoud. H. Aldamasy: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Manuel Vasquez-Montoya: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Marco A. Ruiz-Preciado: Institute of Microstructure Technology, Karlsruhe Institute of Technology
Marion A. Flatken: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Mark V. Khenkin: PVcomB, Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Max Grischek: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Mayank Kedia: Forschungszentrum Jülich
Michael Saliba: Forschungszentrum Jülich
Miguel Anaya: University of Cambridge
Misha Veldhoen: Materials Zone
Neha Arora: University of Cambridge
Oleksandra Shargaieva: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Oliver Maus: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Onkar S. Game: University of Sheffield
Ori Yudilevich: Materials Zone
Paul Fassl: Institute of Microstructure Technology, Karlsruhe Institute of Technology
Qisen Zhou: Beihang University
Rafael Betancur: Universidad de Antioquia
Rahim Munir: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH
Rahul Patidar: Swansea University
Samuel D. Stranks: University of Cambridge
Shahidul Alam: Friedrich Schiller University Jena
Shaoni Kar: Energy Research Institute @ Nanyang Technological University (ERI@N)
Thomas Unold: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Tobias Abzieher: Karlsruhe Institute of Technology
Tomas Edvinsson: Uppsala University
Tudur Wyn David: Bangor University
Ulrich W. Paetzold: Institute of Microstructure Technology, Karlsruhe Institute of Technology
Waqas Zia: Forschungszentrum Jülich
Weifei Fu: Technische Universität Darmstadt
Weiwei Zuo: University of Stuttgart
Vincent R. F. Schröder: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Wolfgang Tress: Zurich University of Applied Sciences
Xiaoliang Zhang: Beihang University
Yu-Hsien Chiang: University of Cambridge
Zafar Iqbal: Helmholtz-Zentrum Berlin für Materialien und Energie GmbH
Zhiqiang Xie: University of York
Eva Unger: Helmholtz-Zentrum Berlin für Materialen und Energie GmbH

Nature Energy, 2022, vol. 7, issue 1, 107-115

Abstract: 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.

Date: 2022
References: View complete reference list from CitEc
Citations: View citations in EconPapers (5)

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DOI: 10.1038/s41560-021-00941-3

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