Identifying the ground state structures of point defects in solids
arXiv:2207.09862 · doi:10.1038/s41524-023-00973-1
Abstract
Point defects are a universal feature of crystalline materials. Their identification is often addressed by combining experimental measurements with theoretical models. The standard approach of simulating defects is, however, prone to missing the ground state atomic configurations associated with energy-lowering reconstructions from the idealised crystallographic environment. Missed ground states compromise the accuracy of calculated properties. To address this issue, we report an approach to efficiently navigate the defect configurational landscape using targeted bond distortions and rattling. Application of our workflow to a range of materials (, , , , , , , anatase-) reveals symmetry breaking in each host crystal that is not found via conventional local minimisation techniques. The point defect distortions are classified by the associated physico-chemical factors. We demonstrate the impact of these defect distortions on derived properties, including formation energies, concentrations and charge transition levels. Our work presents a step forward for quantitative modelling of imperfect solids.
References in corpus (8)
- High-pressure phases of silane
- First-principles theory of nonradiative carrier capture via multiphonon emission
- Rapid Recombination by Cadmium Vacancies in CdTe
- DASP: Defect and Dopant ab-initio Simulation Package
- Lone pair driven anisotropy in antimony chalcogenide semiconductors
- Band Versus Polaron: Charge Transport in Antimony Chalcogenides
- Impact of metastable defect structures on carrier recombination in solar cells
- Characterisation of negative-U defects in semiconductors
Cited by in corpus (14)
- doped: Python toolkit for robust and repeatable charged defect supercell calculations
- Upper efficiency limit of Sb2Se3 solar cells
- Imperfections are not 0 K: free energy of point defects in crystals
- Machine-learning structural reconstructions for accelerated point defect calculations
- Sulfur Vacancies Limit the Open-circuit Voltage of Sb2S3 Solar Cells
- Four-electron Negative-U Vacancy Defects in Antimony Selenide
- Heterogeneity in Point Defect Distribution and Mobility in Solid Ion Conductors
- First-principles study of intrinsic and hydrogen point defects in the earth-abundant photovoltaic absorber Zn3P2
- Energy-lowering symmetry breaking creates a flat-band insulator in paramagnetic Nb3Cl8
- Identifying Split Vacancy Defects with Machine-Learned Foundation Models and Electrostatics
- Heteroepitaxial growth of highly anisotropic films on GaAs
- DeFecT-FF: a machine learning force field framework for high throughput defect modeling in CdTe-based solar cells
- RAFFLE: Active learning accelerated interface structure prediction
- Accelerating point defect simulations using data-driven and machine learning approaches