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

T. Jesper Jacobsson; Adam Hultqvist; Alberto Garcia-Fernandez; 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 Gonzalez; Gerrit Boschloo; Giuseppe Nasti; Gopinath Paramasivam; Guillermo Martinez-Denegri; Hampus Nasstrom; Hannes Michaels; Hans Kobler; 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. Jeronimo-Rendon; Juan Felipe Montoya; Juan-Pablo Correa-Baena; Junming Qiu; Junxin Wang; Kari Sveinbjornsson; 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. Schroeder; Wolfgang Tress; Xiaoliang Zhang; Yu-Hsien Chiang; Zafar Iqbal; Zhiqiang Xie; Eva Unger; National Renewable Energy Lab. (NREL), Golden, CO (United States)

doi:10.1038/s41560-021-00941-3

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

T. Jesper Jacobsson, Adam Hultqvist, Alberto Garcia-Fernandez, Aman Anand, Amran Al-Ashouri, Anders Hagfeldt, Andrea Crovetto, Antonio Abate, Antonio Gaetano Ricciardulli, Anuja Vijayan, …

Nature Energy, Vol.7(1), pp.107-115

01/01/2022

DOI: https://doi.org/10.1038/s41560-021-00941-3

Abstract

Annan teknik

Engineering and Technology

Media Engineering

Mediateknik

Other Engineering and Technologies

Teknik och teknologier

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. 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.

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Title: An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles
Creators - without role: T. Jesper Jacobsson - Helmholtz-Zentrum Berlin für Materialien und Energie
Adam Hultqvist - Uppsala University
Alberto Garcia-Fernandez - KTH Royal Institute of Technology
Aman Anand - Friedrich Schiller University Jena
Amran Al-Ashouri - Helmholtz-Zentrum Berlin für Materialien und Energie
Anders Hagfeldt - École Polytechnique Fédérale de Lausanne
Andrea Crovetto - Helmholtz-Zentrum Berlin für Materialien und Energie
Antonio Abate - Helmholtz-Zentrum Berlin für Materialien und Energie
Antonio Gaetano Ricciardulli - Technical University of Darmstadt
Anuja Vijayan - Uppsala University
Ashish Kulkarni - Forschungszentrum Jülich
Assaf Y. Anderson - Mat Zone, Israel
Barbara Primera Darwich - École Polytechnique Fédérale de Lausanne
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 Materialien und Energie
Daniel Ramirez - Universidad de Antioquia
David Fairen-Jimenez - University of Cambridge
Diego Di 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
Fanny Baumann - École Polytechnique Fédérale de Lausanne
Florian Mathies - Helmholtz-Zentrum Berlin für Materialien und Energie
G. S. Anaya Gonzalez - Benemérita Universidad Autónoma de Puebla
Gerrit Boschloo - Uppsala University
Giuseppe Nasti - University of Naples Federico II
Gopinath Paramasivam - Helmholtz-Zentrum Berlin für Materialien und Energie
Guillermo Martinez-Denegri - Barcelona Institute for Science and Technology
Hampus Nasstrom - Helmholtz-Zentrum Berlin für Materialien und Energie
Hannes Michaels - Uppsala University
Hans Kobler - Helmholtz-Zentrum Berlin für Materialien und Energie
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 System
Jacob N. Vagott - Georgia Institute of Technology
Janardan Dagar - Helmholtz-Zentrum Berlin für Materialien und Energie
Jeff Kettle - University of Glasgow
Jie Yang - Linköping University
Jinzhao Li - Helmholtz-Zentrum Berlin für Materialien und Energie
Joel A. Smith - University of Sheffield
Jorge Pascual - Helmholtz-Zentrum Berlin für Materialien und Energie
Jose J. Jeronimo-Rendon - 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
Kari Sveinbjornsson - Helmholtz-Zentrum Berlin für Materialien und Energie
Katrin Hirselandt - Helmholtz-Zentrum Berlin für Materialien und Energie
Krishanu Dey - University of Cambridge
Kyle Frohna - University of Cambridge
Lena Mathies - Martin Luther University Halle-Wittenberg
Luigi A. Castriotta - University of Rome Tor Vergata
Mahmoud H. Aldamasy - Helmholtz-Zentrum Berlin für Materialien und Energie
Manuel Vasquez-Montoya - Helmholtz-Zentrum Berlin für Materialien und Energie
Marco A. Ruiz-Preciado
Marion A. Flatken - Helmholtz-Zentrum Berlin für Materialien und Energie
Mark V Khenkin - Helmholtz-Zentrum Berlin für Materialien und Energie
Max Grischek - Helmholtz-Zentrum Berlin für Materialien und Energie
Mayank Kedia - Forschungszentrum Jülich
Michael Saliba - Forschungszentrum Jülich
Miguel Anaya - University of Cambridge
Misha Veldhoen - Mat Zone, Israel
Neha Arora - University of Cambridge
Oleksandra Shargaieva - Helmholtz-Zentrum Berlin für Materialien und Energie
Oliver Maus - Helmholtz-Zentrum Berlin für Materialien und Energie
Onkar S. Game - University of Sheffield
Ori Yudilevich - Mat Zone, Israel
Paul Fassl - Karlsruhe Institute of Technology
Qisen Zhou - Beihang University
Rafael Betancur - Universidad de Antioquia
Rahim Munir - Helmholtz-Zentrum Berlin für Materialien und Energie
Rahul Patidar - Swansea University
Samuel D. Stranks - University of Cambridge
Shahidul Alam - Friedrich Schiller University Jena
Shaoni Kar - Nanyang Technological University
Thomas Unold - Helmholtz-Zentrum Berlin für Materialien und Energie
Tobias Abzieher - Karlsruhe Institute of Technology
Tomas Edvinsson - Uppsala University
Tudur Wyn David - Bangor University
Ulrich W. Paetzold - Karlsruhe Institute of Technology
Waqas Zia - Forschungszentrum Jülich
Weifei Fu - Technical University of Darmstadt
Weiwei Zuo - University of Stuttgart
Vincent R. F. Schroeder
Wolfgang Tress - ZHAW Zurich University of Applied Sciences
Xiaoliang Zhang - Beihang University
Yu-Hsien Chiang - University of Cambridge
Zafar Iqbal - Helmholtz-Zentrum Berlin für Materialien und Energie
Zhiqiang Xie - University of York
Eva Unger - Helmholtz-Zentrum Berlin für Materialien und Energie
National Renewable Energy Lab. (NREL), Golden, CO (United States)
Publication Details: Nature Energy, Vol.7(1), pp.107-115
Identifiers: 9943385208331
Academic Unit: King Abdullah University of Science & Technology
Language: English
Resource Type: Journal article