Geometry Equilibration of Crystalline Defects in Quantum and Atomistic Descriptions
Huajie Chen, Faizan Q. Nazar, Christoph Ortner

TL;DR
This paper introduces a rigorous variational framework for modeling the geometry equilibration of crystalline defects, extending previous work to include infinite-range interactions such as quantum chemistry potentials.
Contribution
It extends existing models by incorporating infinite-range interactions, including quantum chemistry-based potentials, and provides sharp decay estimates for defect configurations.
Findings
Established a variational framework for defect equilibration.
Proved decay estimates for equilibrium configurations.
Extended prior models to include quantum chemistry interactions.
Abstract
We develop a rigorous framework for modelling the geometry equilibration of crystalline defects. We formulate the equilibration of crystal defects as a variational problems on a discrete energy space and establish qualitatively sharp far-field decay estimates for the equilibrium configuration. This work extends Ehrlacher, Ortner, Shapeev (2016) by admitting infinite-range interaction which in particular includes some quantum chemistry based interatomic potentials.
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Taxonomy
TopicsMachine Learning in Materials Science · X-ray Diffraction in Crystallography · Microstructure and mechanical properties
