Benchmarking Exchange-Correlation Functionals in the Spin-Polarized Inhomogeneous Electron Gas under Warm Dense Conditions
arXiv:2110.06708 · doi:10.1103/PhysRevB.105.035134
Abstract
Warm dense matter is a highly active research area both at the frontier and interface of material science and plasma physics. We assess the performance of commonly used exchange-correlation (XC) approximation (LDA, PBE, PBEsol, and AM05) in the spin-polarized inhomogeneous electron gas under warm dense conditions based on exact path-integral quantum Monte-Carlo calculations. This extends our recent analysis on the relevance of inhomogeneities in the spin-unpolarized warm dense electron gas [Z.~Moldabekov et al., J. Chem. Phys. 155, 124116 (2021)]. We demonstrate that the predictive accuracy of these XC functionals deteriorates with (1) a decrease in density (corresponding to an increase in the inter-electronic correlation strength) and (2) an increase of the characteristic wave number of the density perturbation. We provide recommendations for the applicability of the considered XC functionals at conditions typical for warm dense matter. Furthermore, we hint at future possibilities for constructing more accurate XC functionals under these conditions.
References in corpus (57)
- Restoring the density-gradient expansion for exchange in solids and surfaces
- Generalized gradient approximation for solids and their surfaces
- A real-space grid implementation of the Projector Augmented Wave method
- Computational complexity and fundamental limitations to fermionic quantum Monte Carlo simulations
- Dynamics of spin 1/2 quantum plasmas
- Worm Algorithm and Diagrammatic Monte Carlo: A New Approach to Continuous-Space Path Integral Monte Carlo Simulations
- Worm Algorithm for Continuous-space Path Integral Monte Carlo Simulations
- Path Integral Monte Carlo Simulation of the Warm-Dense Homogeneous Electron Gas
- The Uniform Electron Gas at Warm Dense Matter Conditions
- A Massive Core in Jupiter Predicted From First-Principles Simulations
- Local Spin-density Approximation Exchange-correlation Free-energy Functional
- FPEOS: A First-Principles Equation of State Table of Deuterium for Inertial Confinement Fusion Applications
- Ab initio Exchange-Correlation Free Energy of the Uniform Electron Gas at Warm Dense Matter Conditions
- Hydrogen-Helium Mixtures in the Interiors of Giant Planets
- Ab initio simulation of warm dense matter
- {\em Ab initio} Quantum Monte Carlo simulation of the warm dense electron gas in the thermodynamic limit
- Edge Electron Gas
- Theoretical foundations of quantum hydrodynamics for plasmas
- \textit{Ab Initio} Path Integral Monte Carlo Results for the Dynamic Structure Factor of Correlated Electrons: From the Electron Liquid to Warm Dense Matter
- The importance of finite-temperature exchange-correlation for warm dense matter calculations
- Ab initio thermodynamic results for the degenerate electron gas at finite temperature
- All-Electron Path Integral Monte Carlo Simulations of Warm Dense Matter: Application to Water and Carbon Plasmas
- The Fermion Sign Problem in Path Integral Monte Carlo Simulations: Quantum Dots, Ultracold Atoms, and Warm Dense Matter
- Non-empirical Generalized Gradient Approximation Free Energy Functional for Orbital-free Simulations
- Structure, superfluidity, and quantum melting of hydrogen clusters
- First-Principles Equation of State Database for Warm Dense Matter Computation
- Separated spin-up and spin-down quantum hydrodynamics of degenerated electrons: spin-electron acoustic wave appearance
- Exact conditions and scaling relations in finite temperature density functional theory
- The Static Local Field Correction of the Warm Dense Electron Gas: An ab Initio Path Integral Monte Carlo Study and Machine Learning Representation
- Effective Static Approximation: A Fast and Reliable Tool for Warm Dense Matter Theory
- Ab Initio Path Integral Monte Carlo Approach to the Static and Dynamic Density Response of the Uniform Electron Gas
- Spin contribution to the ponderomotive force in a plasma
- High order Chin actions in path integral Monte Carlo
- Nonlinear Electronic Density Response in Warm Dense Matter
- Higher order and infinite Trotter-number extrapolations in path integral Monte Carlo
- Uniform electron gas at finite temperatures
- Fast and accurate quantum molecular dynamics of dense plasmas across temperature regimes
- Analytical representation of the Local Field Correction of the Uniform Electron Gas within the Effective Static Approximation
- The Strongly Coupled Electron Liquid: ab initio Path Integral Monte Carlo Simulations and Dielectric Theories
- Dynamic properties of the warm dense electron gas: an ab initio path integral Monte Carlo approach
- Configuration Path Integral Monte Carlo Approach to the Static Density Response of the Warm Dense Electron Gas
- Permutation Blocking Path Integral Monte Carlo approach to the Static Density Response of the Warm Dense Electron Gas
- Ab initio results for the plasmon dispersion and damping of the warm dense electron gas
- A Phaseless Auxiliary-Field Quantum Monte Carlo Perspective on the Uniform Electron Gas at Finite Temperatures: Issues, Observations, and Benchmark Study
- Density Response of the Warm Dense Electron Gas beyond Linear Response Theory: Excitation of Harmonics
- Nonlinear density response from imaginary-time correlation functions: Ab initio path integral Monte Carlo simulations of the warm dense electron gas
- Exact conditions on the temperature dependence of density functionals
- Finite-size effects in the reconstruction of dynamic properties from ab initio path integral Monte-Carlo simulations
- Ab initio path integral Monte Carlo approach to the momentum distribution of the uniform electron gas at finite temperature without fixed nodes
- The Relevance of Electronic Perturbations in the Warm Dense Electron Gas
- Ab initio path integral Monte Carlo simulation of the Uniform Electron Gas in the High Energy Density Regime
- Fermion Sign Problem in Path Integral Monte Carlo Simulations: Grand-canonical ensemble
- Requirements for very high temperature Kohn-Sham density functional simulations and how to bypass them
- Nonempirical Density Functionals Investigated for Jellium: Spin-Polarized Surfaces, Spherical Clusters, and Bulk Linear Response
- Connection formulas for thermal density functional theory
- Orbital-free extension to Kohn-Sham density functional theory equation of state calculations: application to silicon dioxide
- Magnetic Field Transport in Propagating Thermonuclear Burn
Cited by in corpus (16)
- Electronic Density Response of Warm Dense Matter
- Electronic Density Response of Warm Dense Hydrogen: Ab initio Path Integral Monte Carlo Simulations
- Ab initio Static Exchange-Correlation Kernel across Jacob's Ladder without functional derivatives
- Non-empirical mixing coefficient for hybrid XC functionals from analysis of the XC kernel
- Ab initio path integral Monte Carlo simulations of hydrogen snapshots at warm dense matter conditions
- Assessing the accuracy of hybrid exchange-correlation functionals for the density response of warm dense electrons
- From Density Response to Energy Functionals and Back: An ab initio perspective on Matter Under Extreme Conditions
- Averaging over atom snapshots in linear-response TDDFT of disordered systems: A case study of warm dense hydrogen
- Imposing Correct Jellium Response Is Key to Predict the Density Response by Orbital-Free DFT
- Revisiting the Vashishta-Singwi dielectric scheme for the warm dense uniform electron fluid
- Machine learning the electronic structure of matter across temperatures
- Nonlocal free-energy density functional for warm dense matter
- Generalized density functional theory framework for the non-linear density response of quantum many-body systems
- Physics-enhanced neural networks for equation-of-state calculations
- Nonlinear electronic density response of the warm dense electron gas: multiple perturbations and mode coupling
- Density-Functional-Theory Perspective on the Non-Linear Response of Correlated Electrons Across Temperature Regimes