Rigorous body-order approximations of an electronic structure potential energy landscape
arXiv:2106.12572 · doi:10.1007/s00205-022-01809-w
Abstract
We show that the local density of states (LDOS) of a wide class of tight-binding models has a weak body-order expansion. Specifically, we prove that the resulting body-order expansion for analytic observables such as the electron density or the energy has an exponential rate of convergence both at finite Fermi-temperature as well as for insulators at zero Fermi-temperature. We discuss potential consequences of this observation for modelling the potential energy landscape, as well as for solving the electronic structure problem.
References in corpus (21)
- Gaussian Approximation Potentials: the accuracy of quantum mechanics, without the electrons
- Moment Tensor Potentials: a class of systematically improvable interatomic potentials
- Interatomic potentials from first-principles calculations: the force-matching method
- A Performance and Cost Assessment of Machine Learning Interatomic Potentials
- Applications of a tight-binding total energy method for transition and noble metals: Elastic Constants, Vacancies, and Surfaces of Monatomic Metals
- Machine learning a general purpose interatomic potential for silicon
- Density-functional tight-binding for beginners
- Environment Dependent Interatomic Potential for Bulk Silicon
- A fingerprint based metric for measuring similarities of crystalline structures
- Spectral Pollution and How to Avoid It (With Applications to Dirac and Periodic Schrödinger Operators)
- SQDFT: Spectral Quadrature method for large-scale parallel Kohn-Sham calculations at high temperature
- Coarse-graining Kohn-Sham Density Functional Theory
- Computing the Self-Consistent Field in Kohn-Sham Density Functional Theory
- Logarithmic Potential Theory with Applications to Approximation Theory
- BOPfox program for tight-binding and analytic bond-order potential calculations
- Convergence analysis of adaptive DIIS algorithms with application to electronic ground state calculations
- Black-box inhomogeneous preconditioning for self-consistent field iterations in density functional theory
- Performant implementation of the atomic cluster expansion (PACE): Application to copper and silicon
- Locality of Interatomic Forces in Tight Binding Models for Insulators
- Atomic Cluster Expansion: Completeness, Efficiency and Stability
- Locality of Interatomic Interactions in Self-Consistent Tight Binding Models