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

• DOI: 10.1038/s41560-021-00941-3
• Publication Date: 2021-12-13T17:47:34Z
• Authors: T. Jesper Jacobsson; Adam Hultqvist; Alberto García-Fe...; Aman Anand; Amran Al-Ashouri; Anders Hagfeldt; Andrea Crovetto; Antonio Abate; Antonio Gaetano R...; Anuja Vijayan; Ashish Kulkarni; Assaf Y. Anderson; Barbara Primera D...; 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-...; Fanny Baumann; Florian Mathies; G. S. Anaya González; Gerrit Boschloo; Giuseppe Nasti; Gopinath Paramasivam; Guillermo Martíne...; Hampus Näsström; Hannes Michaels; Hans Köbler; Hua Wu; Iacopo Benesperi; M. Ibrahim Dar; Ilknur Bayrak Peh...; Isaac E. Gould; Jacob N. Vagott; Janardan Dagar; Jeff Kettle; Jie Yang; Jinzhao Li; Joel A. Smith; Jorge Pascual; Jose J. Jerónimo-...; Juan Felipe Montoya; Juan-Pablo Correa...; Junming Qiu; Junxin Wang; Kári Sveinbjörnsson; Katrin Hirselandt; Krishanu Dey; Kyle Frohna; Lena Mathies; Luigi A. Castriotta; Mahmoud. H. Aldamasy; Manuel Vasquez-Mo...; Marco A. Ruiz-Pre...; Marion A. Flatken; Mark V. Khenkin; Max Grischek; Mayank Kedia; Michael Saliba; Miguel Anaya; Misha Veldhoen; Neha Arora; Oleksandra Sharga...; 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. Sch...; Wolfgang Tress; Xiaoliang Zhang; Yu-Hsien Chiang; Zafar Iqbal; Zhiqiang Xie; Eva Unger
• Keywords: Disk formatting

Abstract Large datasets are now ubiquitous as technology enables higher-throughput experiments, but rarely can a research field truly benefit from the data generated due to inconsistent formatting, undocumented storage or improper dissemination. Here we extract all meaningful device peer-reviewed papers on metal-halide perovskite solar cells published so far and make them available in database. We collect over 42,400 photovoltaic devices with up 100 parameters per device. then develop open-source accessible procedures analyse data, providing examples of insights that be gleaned analysis large dataset. The database, graphics tools made community will continue evolve an initiative. This approach extensively capturing progress entire field, including sorting, interactive exploration graphical representation applicable many fields materials science, engineering biosciences.