PAH101: A GW +BSE Dataset of 101 Polycyclic Aromatic Hydrocarbon (PAH) Molecular Crystals

11 December 2024, Version 2
This content is a preprint and has not undergone peer review at the time of posting.

Abstract

The excited-state properties of molecular crystals are important for applications in organic electronic devices. The GW approximation and Bethe-Salpeter equation (GW +BSE) is the state-of-the-art method for calculating the excited-state properties of crystalline solids with periodic boundary conditions. We present the PAH101 dataset of GW +BSE calculations for 101 molecular crystals of polycyclic aromatic hydrocarbons (PAHs) with up to ∼500 atoms in the unit cell. The data records include the GW quasiparticle band structure, the fundamental band gap, the static dielectric constant, the first singlet exciton energy (optical gap), the first triplet exciton energy, the dielectric function, and optical absorption spectra for light polarized along the three lattice vectors. In addition, the dataset includes the density functional theory (DFT) single-molecule and crystal features used in Liu et al. [npj Computational Materials, 8, 70 (2022)]. We envision the dataset being used to (i) identify correlations between DFT and GW +BSE quantities, (ii) discover materials with desired electronic/ optical properties in the dataset itself, and (iii) train machine-learned models to help in materials discovery efforts. We provide examples to illustrate these three use cases.

Keywords

GW
BSE
Organic Molecular Crystal
Light-Emitting Diode
Dataset

Supplementary materials

Title
Description
Actions
Title
Aromatic Hydrocarbon (PAH) Molecular Crystals
Description
Detailed descriptions of example SISSO models and the costs of primary features, supporting the main article.
Actions

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