Atomic structures and orbital energies of 61,489 crystal-forming organic molecules
Stuke A, Kunkel C, Golze D, Todorovic M, Margraf JT, Reuter K, Rinke P, Oberhofer H (2020)
Publication Type: Journal article
Publication year: 2020
Journal
Book Volume: 7
Article Number: 58
Journal Issue: 1
DOI: 10.1038/s41597-020-0385-y
Abstract
Data science and machine learning in materials science require large datasets of technologically relevant molecules or materials. Currently, publicly available molecular datasets with realistic molecular geometries and spectral properties are rare. We here supply a diverse benchmark spectroscopy dataset of 61,489 molecules extracted from organic crystals in the Cambridge Structural Database (CSD), denoted OE62. Molecular equilibrium geometries are reported at the Perdew-Burke-Ernzerhof (PBE) level of density functional theory (DFT) including van der Waals corrections for all 62 k molecules. For these geometries, OE62 supplies total energies and orbital eigenvalues at the PBE and the PBE hybrid (PBE0) functional level of DFT for all 62 k molecules in vacuum as well as at the PBE0 level for a subset of 30,876 molecules in (implicit) water. For 5,239 molecules in vacuum, the dataset provides quasiparticle energies computed with many-body perturbation theory in the G
Involved external institutions
Finland (FI)
Germany (DE)How to cite
APA:
Stuke, A., Kunkel, C., Golze, D., Todorovic, M., Margraf, J.T., Reuter, K.,... Oberhofer, H. (2020). Atomic structures and orbital energies of 61,489 crystal-forming organic molecules. Scientific Data, 7(1). https://doi.org/10.1038/s41597-020-0385-y
MLA:
Stuke, Annika, et al. "Atomic structures and orbital energies of 61,489 crystal-forming organic molecules." Scientific Data 7.1 (2020).
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