An open-access database and analysis tool for perovskite solar cells based on the FAIR data principles
- 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.
- Di Girolamo D.
- Jia D.
- Avila E.
- Juarez-Perez E.J.
- Baumann F.
- Mathies F.
- González G.S.A.
- Boschloo G.
- Nasti G.
- Paramasivam G.
- Martínez-Denegri G.
- Näsström H.
- Michaels H.
- Köbler H.
- Wu H.
- Benesperi I.
- Dar M.I.
- Bayrak Pehlivan I.
- Gould I.E.
- Vagott J.N.
- Dagar J.
- Kettle J.
- Yang J.
- Li J.
- Smith J.A.
- Pascual J.
- Jerónimo-Rendón J.J.
- Montoya J.F.
- Correa-Baena J.-P.
- Qiu J.
- Wang J.
- Sveinbjörnsson K.
- Hirselandt K.
- Dey K.
- Frohna K.
- Mathies L.
- Castriotta L.A.
- Aldamasy M.H.
- Vasquez-Montoya M.
- Ruiz-Preciado M.A.
- Flatken M.A.
- Khenkin M.V.
- Grischek M.
- Kedia M.
- Saliba M.
- Anaya M.
- Veldhoen M.
- Arora N.
- Shargaieva O.
- Maus O.
- Game O.S.
- Yudilevich O.
- Fassl P.
- Zhou Q.
- Betancur R.
- Munir R.
- Patidar R.
- Stranks S.D.
- Alam S.
- Kar S.
- Unold T.
- Abzieher T.
- Edvinsson T.
- David T.W.
- Paetzold U.W.
- Zia W.
- Fu W.
- Zuo W.
- Schröder V.R.F.
- Tress W.
- Zhang X.
- Chiang Y.-H.
- Iqbal Z.
- Xie Z.
- Unger E.
DOIAbstract
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 a...
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