Systematically improvable multi-scale solver for correlated electron systems
arXiv:1410.5118 · doi:10.1103/PhysRevB.91.121111
Abstract
The development of numerical methods capable of simulating realistic materials with strongly correlated electrons, with controllable errors, is a central challenge in quantum many-body physics. Here we describe how a hybrid between self-consistent second order perturbation theory and exact diagonalization can be used as a multi-scale solver for such systems. Using a quantum impurity model, generated from a cluster dynamical mean field approximation to the 2D Hubbard model, as a benchmark, we show that our method allows us to obtain accurate results at a fraction of the cost of typical Monte Carlo calculations. We test the behavior of our method in multiple regimes of interaction strengths and doping of the model. The algorithm avoids difficulties such as double counting corrections, frequency dependent interactions, or vertex functions. As it is solely formulated at the level of the single-particle Green's function, it provides a promising route for the simulation of realistic materials that are currently difficult to study with other methods.
4 pages, 5 figures
References in corpus (24)
- Electronic Structure Calculations with Dynamical Mean-Field Theory: A Spectral Density Functional Approach
- Continuous-time Monte Carlo methods for quantum impurity models
- Quantum Cluster Theories
- Frequency-dependent local interactions and low-energy effective models from electronic structure calculations
- Hybridization expansion impurity solver: General formulation and application to Kondo lattice and two-orbital models
- First principles approach to the electronic structure of strongly correlated systems: combining GW and DMFT
- The Dynamical Cluster Approximation: Non-Local Dynamics of Correlated Electron Systems
- Hubbard U and Hund's Exchange J in Transition Metal Oxides: Screening vs. Localization Trends from Constrained Random Phase Approximation
- Continuous-time auxiliary field Monte Carlo for quantum impurity models
- Screening and Non-local Correlations in the Extended Hubbard Model from Self-Consistent Combined GW and Dynamical Mean Field Theory
- Double Counting in LDA+DMFT - The Example of NiO
- Truncated Configuration Interaction expansions as solvers for correlated quantum impurity models and dynamical mean field theory
- Dynamical mean-field theory from a quantum chemical perspective
- The description of strong correlation within self-consistent Green's function second-order perturbation theory
- Long-range Coulomb interactions in surface systems: a first principles description within self-consistently combined GW and dynamical mean field theory
- Solving Dynamical Mean-Field Theory at very low temperature using Lanczos Exact Diagonalization
- Combined GW and dynamical mean field theory: Dynamical screening effects in transition metal oxides
- Temperature and bath size in exact diagonalization dynamical mean field theory
- Low-energy models for correlated materials: bandwidth renormalization from Coulombic screening
- Sub-matrix updates for the Continuous-Time Auxiliary Field algorithm
- Spectral Properties of Correlated Materials: Local Vertex and Non-Local Two-Particle Correlations from Combined GW and Dynamical Mean Field Theory
- Dynamical screening effects in correlated materials: plasmon satellites and spectral weight transfers from a Green's function ansatz to extended dynamical mean field theory
- Comparing +DMFT and LDA+DMFT for the testbed material SrVO
- Dynamical Screening Effects in Correlated Electron Materials -- A Progress Report on Combined Many-Body Perturbation and Dynamical Mean Field Theory: "GW+DMFT"
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- Diagrammatic routes to nonlocal correlations beyond dynamical mean field theory
- Towards the solution of the many-electron problem in real materials: equation of state of the hydrogen chain with state-of-the-art many-body methods
- Emerging quantum computing algorithms for quantum chemistry
- Efficient Implementation of Ab Initio Quantum Embedding in Periodic Systems: Density Matrix Embedding Theory
- Exactly-embedded multiconfigurational self-consistent field theory using density matrix embedding: the localized active space self-consistent field method
- Sparse sampling approach to efficient ab initio calculations at finite temperature
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- Second-order Green's function perturbation theory for periodic systems
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- Finite temperature quantum embedding theories for correlated systems
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- Systematic electronic structure in the cuprate parent state from quantum many-body simulations
- Charge ordering and correlation effects in the extended Hubbard model
- Efficient Formulation of Ab Initio Quantum Embedding in Periodic Systems: Dynamical Mean-Field Theory
- Generalized self-energy embedding theory
- Practical consequences of Luttinger-Ward functional multivaluedness for cluster DMFT methods
- Dynamical screening in correlated electron systems - from lattice models to realistic materials
- Rigorous ab initio quantum embedding for quantum chemistry using Green's function theory: screened interaction, non-local self-energy relaxation, orbital basis, and chemical accuracy
- Ab-Initio self-energy embedding for the photoemission spectra of NiO and MnO
- Exploring connections between statistical mechanics and Green's functions for realistic systems. Temperature dependent electronic entropy and internal energy from a self-consistent second-order Green's function
- Efficient temperature-dependent Green's functions methods for realistic systems: compact grids for orthogonal polynomial transforms
- Fully Self-Consistent Finite-Temperature in Gaussian Bloch Orbitals for Solids
- Efficient temperature-dependent Green's function methods for realistic systems: using cubic spline interpolation to approximate Matsubara Green's functions
- Fractional charge and spin errors in self-consistent Green's function theory
- Efficient hybridization fitting for dynamical mean-field theory via semi-definite relaxation
- Multiorbital Quantum Impurity Solver for General Interactions and Hybridizations
- Local density approximation in site-occupation embedding theory
- Charge ordering and non-local correlations in the doped extended Hubbard model
- Relativistic Self-Consistent : Exact Two-Component Formalism with One-Electron Approximation for Solids
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- Dynamical Mean-Field Theory Simulations with the Adaptive Sampling Configuration Interaction Method
- Testing self-energy embedding theory in combination with GW
- Embedding via the Exact Factorization Approach
- Dynamical configuration interaction: Quantum embedding that combines wave functions and Green's functions
- Effect of propagator renormalization on the band gap of insulating solids
- Downfolding from Ab Initio to Interacting Model Hamiltonians: Comprehensive Analysis and Benchmarking of the DFT+cRPA Approach
- Site-Occupation Embedding Theory using Bethe Ansatz Local Density Approximations
- Electron correlations in cubic paramagnetic perovskite Sr(V,Mn)O -- Results from fully self-consistent self-energy embedding calculations
- Realistic theory of electronic correlations in nanoscopic systems
- Householder transformed density matrix functional embedding theory
- Accuracy of ghost-rotationally-invariant slave-boson and dynamical mean field theory as a function of the impurity-model bath size
- Spin-unrestricted self-energy embedding theory
- A quantum embedding theory in the screened Coulomb interaction: Combining configuration interaction with GW/BSE
- Quantum System Partitioning at the Single-Particle Level
- Approximate Green's Function Coupled Cluster Method Employing Effective Dimension Reduction
- Projected site-occupation embedding theory
- Triply efficient shadow tomography
- Comparison of Green's functions for transition metal atoms using self-energy functional theory and coupled-cluster singles and doubles (CCSD)
- Advances in Quantum Defect Embedding Theory
- Diagrammatic Monte Carlo Method for Impurity Models with General Interactions and Hybridizations
- Testing the GFCCSD impurity solver on real materials within the self-energy embedding theory framework
- Sparse modeling of large-scale quantum impurity models with low symmetries
- Momentum-Space Cluster Dual Fermion Method
- Minimal pole representation and analytic continuation of matrix-valued correlation functions
- A static quantum embedding scheme based on coupled cluster theory
- Variational exact diagonalization method for Anderson impurity models
- Challenges with relativistic GW calculations in solids and molecules
- Green's function coupled cluster formulations utilizing extended inner excitations
- Efficient implementation of the continuous-time interaction-expansion quantum Monte Carlo method
- A unified Green's function approach for spectral and thermodynamic properties from algorithmic inversion of dynamical potentials
- Quantum embedding for molecules using auxiliary particles -- The ghost Gutzwiller Ansatz
- Correlated nonequilibrium steady states without energy flux
- Exploring Coupled Cluster Green's function as a method for treating system and environment in Green's function embedding methods
- Combining Density Functional Theory and Green's Function Theory: Range-Separated, Non-local, Dynamic, and Orbital-Dependent Hybrid Functional
- Multiple impurities and combined local density approximations in Site-Occupation Embedding Theory
- Non-local Correlation Effects in Fermionic Many-Body Systems: Overcoming the Non-causality Problem
- Trie-based ranking of quantum many-body states
- Natural orbitals and two-particle correlators as tools for analysis of effective exchange couplings in solids
- DFT+DMFT with natural atomic orbital projectors
- Site-occupation--Green's function embedding theory: A density-functional approach to dynamical impurity solvers
- Real-space renormalized dynamical mean field theory
- Ghost Embedding Bridging Chemistry and One-Body Theories
- Projection based embedding theory for solving Kohn-Sham density functional theory
- PEXSI-: A Green's function embedding method for Kohn-Sham density functional theory