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Physical Review B

Correlation energy of the uniform electron gas from an interpolation between high- and low-density limits

Jianwei Sun, John P. Perdew, Michael Seidl

Published Feb 24, 2010• 60 citations
Publisher

Abstract

We show that known or knowable information about the high-$({r}_{s}\ensuremath{\rightarrow}0)$ and low-density $({r}_{s}\ensuremath{\rightarrow}\ensuremath{\infty})$ asymptotes can be used to predict the correlation energy per electron, ${e}_{c}({r}_{s},\ensuremath{\zeta})$, of the three-dimensional uniform gas over the whole range of the density parameter $(0\ensuremath{\le}{r}_{s}<\ensuremath{\infty})$ and relative spin polarization $(0\ensuremath{\le}|\ensuremath{\zeta}|\ensuremath{\le}1)$, without quantum Monte Carlo or other input. For $\ensuremath{\zeta}=0$, the high-density limit through order ${r}_{s}$ is known exactly from many-body perturbation theory, and for all $\ensuremath{\zeta}$, the low-density limit through order $1/{r}_{s}^{2}$ is known accurately from a simple, intuitive, and accurate model. We propose a single interpolation formula with the expected analytic structure to all orders in both limits, and use it to predict ${e}_{c}({r}_{s},0)$ in excellent agreement with quantum Monte Carlo data. For $|\ensuremath{\zeta}|>0$, we derive the $\ensuremath{\zeta}$ dependence of the coefficient ${a}_{1}(\ensuremath{\zeta})$ of the ${r}_{s}\text{ }\text{ln}\text{ }{r}_{s}$ term, previously known only for $|\ensuremath{\zeta}|=0$ and 1. For ${b}_{1}(\ensuremath{\zeta})$, the coefficient of the ${r}_{s}$ term (not yet derived for $\ensuremath{\zeta}\ensuremath{\ne}0$), we approximately extend the known ${b}_{1}(0)$ by using a simplification of the available quantum Monte Carlo information that replaces the second-order transition over $50<{r}_{s}<100$ by a sudden transition to full spin polarization at ${r}_{s}=75$.

DOI
10.1103/physrevb.81.085123

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We show that known or knowable information about the high-(rs\ensuremath→0)({r}_{s}\ensuremath{\rightarrow}0)(rs​\ensuremath→0) and low-density (rs\ensuremath→\ensuremath∞)({r}_{s}\ensuremath{\rightarrow}\ensuremath{\infty})(rs​\ensuremath→\ensuremath∞) asymptotes can be used to predict the correlation energy per electron, ec(rs,\ensuremathζ){e}_{c}({r}_{s},\ensuremath{\zeta})ec​(rs​,\ensuremathζ), of the three-dimensional uniform gas over the whole range of the density parameter (0\ensuremath≤rs<\ensuremath∞)(0\ensuremath{\le}{r}_{s}<\ensuremath{\infty})(0\ensuremath≤rs​<\ensuremath∞) and relative spin polarization (0\ensuremath≤∣\ensuremathζ∣\ensuremath≤1)(0\ensuremath{\le}|\ensuremath{\zeta}|\ensuremath{\le}1)(0\ensuremath≤∣\ensuremathζ∣\ensuremath≤1), without quantum Monte Carlo or other input. For \ensuremathζ=0\ensuremath{\zeta}=0\ensuremathζ=0, the high-density limit through order rs{r}_{s}rs​ is known exactly from many-body perturbation theory, and for all \ensuremathζ\ensuremath{\zeta}\ensuremathζ, the low-density limit through order 1/rs21/{r}_{s}^{2}1/rs2​ is known accurately from a simple, intuitive, and accurate model. We propose a single interpolation formula with the expected analytic structure to all orders in both limits, and use it to predict ec(rs,0){e}_{c}({r}_{s},0)ec​(rs​,0) in excellent agreement with quantum Monte Carlo data. For ∣\ensuremathζ∣>0|\ensuremath{\zeta}|>0∣\ensuremathζ∣>0, we derive the \ensuremathζ\ensuremath{\zeta}\ensuremathζ dependence of the coefficient a1(\ensuremathζ){a}_{1}(\ensuremath{\zeta})a1​(\ensuremathζ) of the rs ln rs{r}_{s}\text{ }\text{ln}\text{ }{r}_{s}rs​ ln rs​ term, previously known only for ∣\ensuremathζ∣=0|\ensuremath{\zeta}|=0∣\ensuremathζ∣=0 and 1. For b1(\ensuremathζ){b}_{1}(\ensuremath{\zeta})b1​(\ensuremathζ), the coefficient of the rs{r}_{s}rs​ term (not yet derived for \ensuremathζ\ensuremath≠0\ensuremath{\zeta}\ensuremath{\ne}0\ensuremathζ\ensuremath=0), we approximately extend the known b1(0){b}_{1}(0)b1​(0) by using a simplification of the available quantum Monte Carlo information that replaces the second-order transition over 50<rs<10050<{r}_{s}<10050<rs​<100 by a sudden transition to full spin polarization at rs=75{r}_{s}=75rs​=75.
The variational and diffusion quantum Monte Carlo methods are used to calculate the correlation energy of the paramagnetic three-dimensional homogeneous electron gas at intermediate to high density. Ground-state energies in finite cells are determined using Slater-Jastrow-backflow trial wave functions, and finite-size errors are removed using twist-averaged boundary conditions and extrapolation of the energy per particle to the thermodynamic limit of infinite system size. Our correlation energies in the thermodynamic limit are more accurate than previous results. The present diffusion quantum Monte Carlo energies together with our recently reported [Phys. Rev. B 105, 245135 (2022)] results at low density, are used to parametrize the correlation energy of the electron gas using a functional form that satisfies the exact asymptotic behavior at high density.
Based on its known exact properties and a new set of extensive fixed-node reptation quantum Monte Carlo simulations (both with and without backflow correlations, which in this case turn out to yield negligible improvements), we propose an analytical representation of (i) the spin-summed pair-distribution function and (ii) the spin-resolved potential energy of the ideal two-dimensional interacting electron gas for a wide range of electron densities and spin polarization, plus (iii) the spin-resolved pair-distribution function of the unpolarized gas. These formulas provide an accurate reference for quantities previously not available in analytic form, and may be relevant to semiconductor heterostructures and quantum dots both directly, in terms of phase diagram and spin susceptibility, and indirectly, as key ingredients for the construction of new two-dimensional spin density functionals, beyond the local approximation.
We construct a model for the value of the pair distribution function g ↑↓ (0) between antiparallel-spin electrons at contact in a two-dimensional electron gas with e 2 / r interactions, as a function of the coupling-strength parameter r s . The model involves an interpolation between the result of a low- r s expansion, including the second-order direct and exchange contributions to the energy in the paramagnetic state, and the result of a partial-wave phase-shift analysis near Wigner crystallization. The interpolation formula is in excellent agreement with many-body calculations based on the ladder approximation. We further show through an STLS self-consistent calculation that g ↑↓ (0) is essentially independent of the state of spin polarization of the electron gas.
Based on exact limits and quantum Monte Carlo simulations, we obtain, at any density and spin polarization, an accurate estimate for the energy of a modified homogeneous electron gas where electrons repel each other only with a long-range Coulombic tail. This allows us to construct an analytic local-spin-density exchange-correlation functional appropriate to new, multideterminantal versions of the density functional theory, where quantum chemistry and approximate exchange-correlation functionals are combined to optimally describe both long- and short-range electron correlations.
Scaling arguments show that the exchange-correlation energy density of a spin-unpolarized homogeneous electron gas equals $A{\ensuremath{\omega}}^{4∕3}$, where $\ensuremath{\omega}$ is given by a simple functional of the momentum distribution n(k)n(k)n(k) and AAA is a constant. This functional possesses the property of yielding the true n(k)n(k)n(k) (including the discontinuity at the Fermi momentum, which is not reproduced by any of the presently known density matrix functionals) upon minimization of the energy density eee constrained by the electron density $\ensuremath{\rho}$. At the limit of $\ensuremath{\rho}\ensuremath{\rightarrow}\ensuremath{\infty}$, $\ensuremath{\omega}$ coincides with $\ensuremath{\rho}$ and the dependence of $\ensuremath{\omega}$ on n(k)n(k)n(k), which can be readily recovered from the actual values of eee and n(k)n(k)n(k), is given by an explicit analytical formula. Application of this formalism to general Coulombic systems yields a local version of the density matrix theory, in which the exchange-correlation energy is given by a spatial integral of an expression that depends on the amplitudes of natural orbitals at a given point and the respective occupation numbers.
With a transcorrelated Hamiltonian, we perform a many body perturbation calculation on the uniform electron gas in the high density regime. By using a correlation factor optimized for a single determinant Jastrow ansatz, the second order correlation energy is calculated as 1−ln⁡2π2ln(rs)−0.05075. This already reproduces the exact logarithmic term of the random phase approximation (RPA) result, while the constant term is roughly 7% larger than the RPA one. The close agreement with the RPA method demonstrates that the transcorrelated method offers a viable and potentially efficient method for treating metallic systems.