CsPb(Cl/Br)3 DFT Dataset

Description

This upload contains processed density functional theory (DFT) data of CsPb(Cl/Br)3 perovskite alloy. The calculations were performed for a study of CsPb(Cl/Br)3 stability, where the DFT data was used to train an energy predicting machine learning model. The code related to the study is available through GitLab (https://gitlab.com/cest-group/learnsolar-cspbclbr). The data is divided into four data sets: cspbclbr_single_point Single point DFT calculations of 10 000 algorithmically generated CsPb(Cl,Br)3 structures of four different space groups: Pm-3m, P4/mbm, I4/mcm, and Pnma. The Cl concentration follows binomial distribution. Lattice parameters and atomic positions are determined through Vegard's law. Cl/Br configurations are randomized and random deviations have been added to Cs positions as well as the tilting angles of the Pb coordination octahedra. cspbclbr_single_point_tails Extends on cspbclbr_single_point by adding structures at the ends of the Cl/Br concentration range. Union of these two data sets has at least 100 atomic structures per Cl/Br concentration level for all four lattice types. cspbclbr_relax_uniform Structure snapshots from 200 DFT relaxations. Initial structures for the relaxations were generated similarly to the single point data sets. Covers equally lattice types Pm-3m, P4/mbm, I4/mcm, and Pnma. The Cl concentration range is covered uniformly. Has atomic forces for each structure. cspbclbr_end_points DFT relaxed pure CsPbCl3 and CsPbBr3 structures. Four different space groups: Pm-3m, P4/mbm, I4/mcm, and Pnma.
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Year of publication

2022

Type of data

Authors

Department of Applied Physics

Guo-Xu Zhang Orcid -palvelun logo - Contributor

Jingrui Li Orcid -palvelun logo - Contributor

Milica Todorovic - Contributor

Patrick Rinke Orcid -palvelun logo - Contributor

Jarno Laakso Orcid -palvelun logo - Creator

Harbin Institute of Technology - Contributor

University of Turku - Contributor

Xi'an University of Technology - Contributor

Zenodo - Publisher

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Fields of science

Physical sciences

Language

Open access

Open

License

Creative Commons Attribution 4.0 International (CC BY 4.0)

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