FCI-QMC approach to the Fermi polaron
arXiv:1204.1490 · doi:10.1103/PhysRevB.86.075109
Abstract
Finding the ground state of a fermionic Hamiltonian using quantum Monte Carlo is a very difficult problem, due to the Fermi sign problem. While still scaling exponentially, full configuration-interaction Monte Carlo (FCI-QMC) mitigates some of the exponential variance by allowing annihilation of noise -- whenever two walkers arrive at the same configuration with opposite signs, they are removed from the simulation. While FCI-QMC has been quite successful for quantum chemistry problems, its application to problems in condensed systems has been limited. In this paper, we apply FCI-QMC to the Fermi polaron problem, which provides an ideal test-bed for improving the algorithm. In its simplest form, FCI-QMC is unstable for even a fairly small system sizes. However, with a series of algorithmic improvements, we are able to significantly increase its effectiveness. We modify fixed node QMC to work in these systems, introduce a well chosen importance sampled trial wave function, a partial node approximation, and a variant of released node. Finally, we develop a way to perform FCI-QMC directly in the thermodynamic limit.
10 pages, 5 figures + 2 page appendix
References in corpus (5)
- Observation of Fermi Polarons in a Tunable Fermi Liquid of Ultracold Atoms
- Normal state of highly polarized Fermi gases: Full many-body treatment
- A Full Configuration Interaction Perspective on the Homogeneous Electron Gas
- Trimers, molecules and polarons in imbalanced atomic Fermi gases
- The sign problem and population dynamics in the full configuration interaction quantum Monte Carlo method
Cited by in corpus (15)
- Unbiased Reduced Density Matrices and Electronic Properties from Full Configuration Interaction Quantum Monte Carlo
- Linear-scaling and parallelizable algorithms for stochastic quantum chemistry
- Excited States, Dynamic Correlation Functions and Spectral Properties from Full Configuration Interaction Quantum Monte Carlo
- An explicitly correlated approach to basis set incompleteness in Full Configuration Interaction Quantum Monte Carlo
- Exciting determinants in Quantum Monte Carlo: Loading the dice with fast, low memory weights
- The sign problem in full configuration interaction quantum Monte Carlo: Linear and sub-linear representation regimes for the exact wave function
- Microscopically constrained mean field models from chiral nuclear thermodynamics
- Quantum Monte Carlo with Coupled-Cluster wave functions
- Using full configuration interaction quantum Monte Carlo in a seniority zero space to investigate the correlation energy equivalence of pair coupled cluster doubles and doubly occupied configuration interaction
- Understanding and Improving the Efficiency of Full Configuration Interaction Quantum Monte Carlo
- Calculation of the static and dynamical correlation energy of pseudo-one-dimensional beryllium systems via a many-body expansion
- Fixed and partial-node approximations in Slater determinant space for molecules
- Full configuration interaction quantum Monte Carlo for coupled electron--boson systems and infinite spaces
- A quantum computing approach to fixed-node Monte Carlo using classical shadows
- The normal state of attractive Fermi gases from coupled-cluster theory