Efficient temperature-dependent Green's functions methods for realistic systems: compact grids for orthogonal polynomial transforms
arXiv:1509.04262 · doi:10.1021/acs.jctc.5b00884
Abstract
The temperature-dependent Matsubara Green's function that is used to describe temperature-dependent behavior is expressed on a numerical grid. While such a grid usually has a couple of hundred points for low-energy model systems, for realistic systems in large basis sets the size of an accurate grid can be tens of thousands of points, constituting a severe computational and memory bottleneck. In this paper, we determine efficient imaginary time grids for the temperature-dependent Matsubara Green's function formalism that can be used for calculations on realistic systems. We show that due to the use of orthogonal polynomial transform, we can restrict the imaginary time grid to few hundred points and reach micro-Hartree accuracy in the electronic energy evaluation. Moreover, we show that only a limited number of orthogonal polynomial expansion coefficients are necessary to preserve accuracy when working with a dual representation of Green's function or self-energy and transforming between the imaginary time and Matsubara frequency domain.
References in corpus (13)
- Continuous-time Monte Carlo methods for quantum impurity models
- The Kernel Polynomial Method
- Real-space grids and the Octopus code as tools for the development of new simulation approaches for electronic systems
- Hybridization expansion impurity solver: General formulation and application to Kondo lattice and two-orbital models
- Accurate and efficient linear scaling DFT calculations with universal applicability
- Machine learning for many-body physics: The case of the Anderson impurity model
- Systematically improvable multi-scale solver for correlated electron systems
- Tensor Numerical Methods in Quantum Chemistry: from Hartree-Fock Energy to Excited States
- Fractional charge and spin errors in self-consistent Green's function theory
- Edge reconstruction in armchair phosphorene nanoribbons revealed by discontinuous Galerkin density functional theory
- Optimized multi-site local orbitals in the large-scale DFT program CONQUEST
- On an economic prediction of the finer resolution level wavelet coefficients in electron structure calculations
- Confined helium on Lagrange meshes
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