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Title: An auxiliary-Field quantum Monte Carlo perspective on the ground state of the dense uniform electron gas: An investigation with Hartree-Fock trial wavefunctions

Journal Article · · Journal of Chemical Physics
DOI: https://doi.org/10.1063/1.5109572 · OSTI ID:1560434
ORCiD logo [1];  [2];  [2]
  1. Univ. of California, Berkeley, CA (United States)
  2. Lawrence Livermore National Lab. (LLNL), Livermore, CA (United States)

We analyze the utility of Hartree-Fock (HF) trial wavefunctions in performing phaseless auxiliary-field quantum Monte Carlo (ph-AFQMC) on the uniform electron gas (UEG) model. The combination of ph-AFQMC with spin-restricted HF (RHF+ph-AFQMC) was found to be highly accurate and efficient for systems containing up to 114 electrons in 2109 orbitals, particularly for rs ≤ 2.0. Compared to spin-restricted coupled-cluster (RCC) methods, we discover that RHF+ph-AFQMC performs better than CC with singles, doubles, and triples (RCCSDT) and similarly to or slightly worse than CC with singles, doubles, triples, and quadruples (RCCSDTQ) for rs ≤ 3.0 in the 14-electron UEG model. With the 54-electron, we found RHF+ph-AFQMC to be nearly exact for rs ≤ 2.0 and pointed out potential biases in existing benchmarks. Encouraged by these results, we performed RHF+ph-AFQMC on the 114-electron UEG model for rs ≤ 2.0 and provided new benchmark data for future method development. We found that the UEG models with rs = 5.0 remain to be challenging for RHF+ph-AFQMC. Employing nonorthogonal configuration expansions or unrestricted HF states as trial wavefunctions was also found to be ineffective in the case of the 14-electron UEG model with rs = 5.0. We emphasize the need for a better trial wavefunction for ph-AFQMC in simulating strongly correlated systems. With the 54-electron and 114-electron UEG models, we stress the potential utility of RHF+ph-AFQMC for simulating dense solids.

Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES) (SC-22)
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1560434
Journal Information:
Journal of Chemical Physics, Journal Name: Journal of Chemical Physics Journal Issue: 6 Vol. 151; ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)Copyright Statement
Country of Publication:
United States
Language:
English

References (164)

The Stability of Buckminsterfullerene(C60): Experimental Determination of the Heat of Formation journal January 1992
Determination of the size-consistency error in the single and double excitation configuration interaction model journal January 1977
Ab initio computations of molecular systems by the auxiliary-field quantum Monte Carlo method journal May 2018
Approximate symmetry-breaking in the independent particle model of monocyclic completely conjugated polyenes journal September 2007
Spin contamination in single-determinant wavefunctions journal September 1991
Stability conditions and nuclear rotations in the Hartree-Fock theory journal November 1960
Vibrational states of nuclei in the random phase approximation journal January 1961
Statistical mechanics of simple coulomb systems journal March 1980
Stability of Buckminsterfullerene, C60 journal November 2003
W4-11: A high-confidence benchmark dataset for computational thermochemistry derived from first-principles W4 data journal July 2011
QWalk: A quantum Monte Carlo program for electronic structure journal May 2009
Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost journal December 2015
The uniform electron gas at warm dense matter conditions journal May 2018
The quadratic coupled cluster doubles model journal November 2000
A fifth-order perturbation comparison of electron correlation theories journal May 1989
On the performance of density functional theory for symmetry-breaking problems journal March 1999
Quantum Theory of the Electron Liquid book August 2012
Coupled-Cluster Valence-Bond Singles and Doubles for Strongly Correlated Systems: Block-Tensor Based Implementation and Application to Oligoacenes journal January 2017
Chemical Transformations Approaching Chemical Accuracy via Correlated Sampling in Auxiliary-Field Quantum Monte Carlo journal May 2017
Computation of Ground-State Properties in Molecular Systems: Back-Propagation with Auxiliary-Field Quantum Monte Carlo journal October 2017
Interpolative Separable Density Fitting Decomposition for Accelerating Hybrid Density Functional Calculations with Applications to Defects in Silicon journal October 2017
Interpolative Separable Density Fitting through Centroidal Voronoi Tessellation with Applications to Hybrid Functional Electronic Structure Calculations journal January 2018
Combining the Transcorrelated Method with Full Configuration Interaction Quantum Monte Carlo: Application to the Homogeneous Electron Gas journal February 2018
Phaseless Auxiliary-Field Quantum Monte Carlo on Graphical Processing Units journal June 2018
Ab Initio Finite Temperature Auxiliary Field Quantum Monte Carlo journal August 2018
Regularized Orbital-Optimized Second-Order Møller–Plesset Perturbation Theory: A Reliable Fifth-Order-Scaling Electron Correlation Model with Orbital Energy Dependent Regularizers journal August 2018
Overcoming the Memory Bottleneck in Auxiliary Field Quantum Monte Carlo Simulations with Interpolative Separable Density Fitting journal November 2018
The HANDE-QMC Project: Open-Source Stochastic Quantum Chemistry from the Ground State Up journal January 2019
On Achieving High Accuracy in Quantum Chemical Calculations of 3 d Transition Metal-Containing Systems: A Comparison of Auxiliary-Field Quantum Monte Carlo with Coupled Cluster, Density Functional Theory, and Experiment for Diatomic Molecules journal March 2019
Accurate Predictions of Electron Binding Energies of Dipole-Bound Anions via Quantum Monte Carlo Methods journal October 2018
Explicitly Correlated Electrons in Molecules journal December 2011
Frozen-Orbital and Downfolding Calculations with Auxiliary-Field Quantum Monte Carlo journal October 2013
Coupled Cluster Valence Bond Method: Efficient Computer Implementation and Application to Multiple Bond Dissociations and Strong Correlations in the Acenes journal April 2014
Symmetry breaking in polyatomic molecules: real and artifactual journal November 1983
Artifacts in the Electron Paramagnetic Resonance Spectra of C 60 Fullerene Ions:  Inevitable C 120 O Impurity journal April 2002
Polyradical Character and Spin Frustration in Fullerene Molecules: An Ab Initio Non-Collinear Hartree–Fock Study journal October 2014
Distinguishing artificial and essential symmetry breaking in a single determinant: approach and application to the C 60 , C 36 , and C 20 fullerenes journal January 2019
Benchmark variational coupled cluster doubles results journal November 2000
Auxiliary-field quantum Monte Carlo calculations of molecular systems with a Gaussian basis journal June 2006
Eliminating spin contamination in auxiliary-field quantum Monte Carlo: Realistic potential energy curve of F2 journal March 2008
Excited state calculations using phaseless auxiliary-field quantum Monte Carlo: Potential energy curves of low-lying C2 singlet states journal March 2009
Fermion Monte Carlo without fixed nodes: A game of life, death, and annihilation in Slater determinant space journal January 2009
Communications: Survival of the fittest: Accelerating convergence in full configuration-interaction quantum Monte Carlo journal January 2010
pCCSD: Parameterized coupled-cluster theory with single and double excitations journal November 2010
Benchmark studies of variational, unitary and extended coupled cluster methods journal December 2010
Approximate variational coupled cluster theory journal July 2011
Assessing weak hydrogen binding on Ca + centers: An accurate many-body study with large basis sets journal October 2011
The two lowest energy 2 A ′ states of NO 2 journal April 1976
Self‐consistent molecular orbital methods. XVIII. Constraints and stability in Hartree–Fock theory journal April 1977
Symmetry breaking in molecular calculations and the reliable prediction of equilibrium geometries. The formyloxyl radical as an example journal October 1985
Error estimates on averages of correlated data journal July 1989
Projected Hartree–Fock theory journal April 2012
Investigation of the full configuration interaction quantum Monte Carlo method using homogeneous electron gas models journal June 2012
Tensor hypercontraction density fitting. I. Quartic scaling second- and third-order Møller-Plesset perturbation theory journal July 2012
A fusion of the closed-shell coupled cluster singles and doubles method and valence-bond theory for bond breaking journal September 2012
A nonorthogonal CI treatment of symmetry breaking in sigma formyloxyl radical journal May 1998
Tensor hypercontraction. II. Least-squares renormalization journal December 2012
Communication: Tensor hypercontraction. III. Least-squares tensor hypercontraction for the determination of correlated wavefunctions journal December 2012
Ab initio quantum chemistry using the density matrix renormalization group journal March 1999
Communication: The distinguishable cluster approximation journal July 2013
Some surprising failures of Brueckner coupled cluster theory journal May 2000
Multi-component symmetry-projected approach for molecular ground state correlations journal November 2013
Imaginary time correlations and the phaseless auxiliary field quantum Monte Carlo journal January 2014
Analytic energy gradient for the projected Hartree–Fock method journal May 2014
Restricted Hartree Fock using complex-valued orbitals: A long-known but neglected tool in electronic structure theory journal January 2015
An auxiliary-field quantum Monte Carlo study of the chromium dimer journal February 2015
Imaginary time density-density correlations for two-dimensional electron gases at high density journal October 2015
Linked coupled cluster Monte Carlo journal January 2016
Developments in stochastic coupled cluster theory: The initiator approximation and application to the uniform electron gas journal February 2016
Ab initio quantum Monte Carlo simulation of the warm dense electron gas journal May 2017
A study of the dense uniform electron gas with high orders of coupled cluster journal November 2017
Communication: Calculation of interatomic forces and optimization of molecular geometry with auxiliary-field quantum Monte Carlo journal May 2018
Auxiliary-field quantum Monte Carlo calculations of the structural properties of nickel oxide journal October 2018
Non-orthogonal multi-Slater determinant expansions in auxiliary field quantum Monte Carlo journal February 2019
Open-shell coupled-cluster valence-bond theory augmented with an independent amplitude approximation for three-pair correlations: Application to a model oxygen-evolving complex and single molecular magnet journal December 2018
Two single-reference approaches to singlet biradicaloid problems: Complex, restricted orbitals and approximate spin-projection combined with regularized orbital-optimized Møller-Plesset perturbation theory journal June 2019
A geometric approach to direct minimization journal June 2002
Advances in molecular quantum chemistry contained in the Q-Chem 4 program package journal September 2014
Wavefunction stability analysis without analytical electronic Hessians: application to orbital-optimised second-order Møller–Plesset theory and VV10-containing density functionals journal March 2015
XXXIV. Notes on the molecular orbital treatment of the hydrogen molecule journal April 1949
Energy and Pressure of a Zero-Temperature Plasma. journal November 1961
QMCPACK : an open source ab initio quantum Monte Carlo package for the electronic structure of atoms, molecules and solids journal April 2018
Excited state calculations in solids by auxiliary-field quantum Monte Carlo journal September 2013
Spin Density Waves in an Electron Gas journal November 1962
Correlation Energy of an Electron Gas with a Slowly Varying High Density journal January 1968
Exchange and Correlation Instabilities of Simple Metals journal March 1968
Finite-temperature auxiliary-field quantum Monte Carlo technique for Bose-Fermi mixtures journal November 2012
Finite-size effects and Coulomb interactions in quantum Monte Carlo calculations for homogeneous systems with periodic boundary conditions journal January 1996
Constrained path Monte Carlo method for fermion ground states journal March 1997
Effects of backflow correlation in the three-dimensional electron gas: Quantum Monte Carlo study journal September 1998
Issues and observations on applications of the constrained-path Monte Carlo method to many-fermion systems journal May 1999
Phaseless auxiliary-field quantum Monte Carlo calculations with plane waves and pseudopotentials: Applications to atoms and molecules journal June 2007
Finite-size errors in continuum quantum Monte Carlo calculations journal September 2008
Pressure-induced diamond to β -tin transition in bulk silicon: A quantum Monte Carlo study journal December 2009
Finite-size correction in many-body electronic structure calculations of magnetic systems journal October 2011
Full configuration interaction perspective on the homogeneous electron gas journal February 2012
Convergence of many-body wave-function expansions using a plane-wave basis: From homogeneous electron gas to solid state systems journal July 2012
Symmetry in auxiliary-field quantum Monte Carlo calculations journal September 2013
Symmetry-projected wave functions in quantum Monte Carlo calculations journal March 2014
Theory of finite size effects for electronic quantum Monte Carlo calculations of liquids and solids journal July 2016
Benchmark study of the two-dimensional Hubbard model with auxiliary-field quantum Monte Carlo method journal August 2016
Computation of dynamical correlation functions for many-fermion systems with auxiliary-field quantum Monte Carlo journal August 2016
Auxiliary-field quantum Monte Carlo calculations with multiple-projector pseudopotentials journal April 2017
Twist-averaged boundary conditions in continuum quantum Monte Carlo algorithms journal June 2001
Spin polarization of the low-density three-dimensional electron gas journal September 2002
Inhomogeneous backflow transformations in quantum Monte Carlo calculations journal December 2006
Monte Carlo determination of multiple extremal eigenpairs journal October 2009
Finite-Size Correction in Many-Body Electronic Structure Calculations journal March 2008
Hartree-Fock Ground State of the Three-Dimensional Electron Gas journal June 2008
Momentum Distribution and Renormalization Factor in Sodium and the Electron Gas journal August 2010
Stochastic Coupled Cluster Theory journal December 2010
Momentum Distribution of the Homogeneous Electron Gas journal September 2011
Path-Integral Monte Carlo Simulation of the Warm Dense Homogeneous Electron Gas journal April 2013
Many-Body Quantum Chemistry for the Electron Gas: Convergent Perturbative Theories journal May 2013
Quantum Monte Carlo Calculations in Solids with Downfolded Hamiltonians journal June 2015
Ab Initio Thermodynamic Results for the Degenerate Electron Gas at Finite Temperature journal September 2015
Accurate Exchange-Correlation Energies for the Warm Dense Electron Gas journal September 2016
Ab initio Path Integral Monte Carlo Results for the Dynamic Structure Factor of Correlated Electrons: From the Electron Liquid to Warm Dense Matter journal December 2018
Calculation of Partition Functions journal July 1959
Giant Spin Density Waves journal May 1960
Ground State of the Electron Gas by a Stochastic Method journal August 1980
Finite-Temperature Monte Carlo Calculations for Systems with Fermions journal October 1999
Quantum Monte Carlo Method using Phase-Free Random Walks with Slater Determinants journal April 2003
Finite-Size Error in Many-Body Simulations with Long-Range Interactions journal August 2006
Solutions of the Two-Dimensional Hubbard Model: Benchmarks and Results from a Wide Range of Numerical Algorithms journal December 2015
Applying the Coupled-Cluster Ansatz to Solids and Surfaces in the Thermodynamic Limit journal May 2018
Quantum Monte Carlo simulations of solids journal January 2001
Coupled-cluster theory in quantum chemistry journal February 2007
The Density Matrix Renormalization Group in Quantum Chemistry journal May 2011
QWalk: A Quantum Monte Carlo Program for Electronic Structure preprint January 2007
Finite-size correction in many-body electronic structure calculations text January 2007
The Hartree-Fock ground state of the three-dimensional electron gas text January 2007
Inhomogeneous backflow transformations in quantum Monte Carlo calculations text January 2008
Momentum Distribution and Renormalization Factor in Sodium and the Electron Gas text January 2010
The momentum distribution of the homogeneous electron gas text January 2011
Finite-size correction in many-body electronic structure calculations of magnetic systems text January 2011
A Full Configuration Interaction Perspective on the Homogeneous Electron Gas text January 2011
Investigation of the Full Configuration Interaction Quantum Monte Carlo Method Using Homogeneous Electron Gas Models text January 2012
Frozen-orbital and downfolding calculations with auxiliary-field quantum Monte Carlo text January 2013
Multi-component symmetry-projected approach for molecular ground state correlations text January 2013
Imaginary Time Correlations and the phaseless Auxiliary Field Quantum Monte Carlo text January 2013
Compression of the electron repulsion integral tensor in tensor hypercontraction format with cubic scaling cost preprint January 2014
Developments in Stochastic Coupled Cluster Theory: The initiator approximation and application to the Uniform Electron Gas text January 2015
Accurate exchange-correlation energies for the warm dense electron gas text January 2016
Benchmark study of the two-dimensional Hubbard model with auxiliary-field quantum Monte Carlo method text January 2016
Computation of dynamical correlation functions for many fermion systems with auxiliary-field quantum Monte Carlo text January 2016
Auxiliary-field quantum Monte Carlo calculations with multiple-projector pseudopotentials text January 2016
\emph{Ab initio} Quantum Monte Carlo simulation of the warm dense electron gas text January 2016
A study of the dense Uniform Electron Gas with high orders of Coupled Cluster text January 2017
Combining the Transcorrelated method with Full Configuration Interaction Quantum Monte Carlo: application to the homogeneous electron gas preprint January 2017
The Uniform Electron Gas at Warm Dense Matter Conditions text January 2018
Non-Orthogonal Multi-Slater Determinant Expansions in Auxiliary Field Quantum Monte Carlo preprint January 2018
Phaseless Auxiliary-Field Quantum Monte Carlo on Graphical Processing Units text January 2018
Open-Shell Coupled-Cluster Valence-Bond Theory Augmented with an Independent Amplitude Approximation for Three-Pair Correlations: Application to a Model Oxygen-Evolving Complex and Single Molecular Magnet text January 2018
Accurate Predictions of Electron Binding Energies of Dipole-Bound Anions via Quantum Monte Carlo Methods text January 2018
Overcoming the Memory Bottleneck in Auxiliary Field Quantum Monte Carlo Simulations with Interpolative Separable Density Fitting text January 2018
Distinguishing Artificial and Essential Symmetry Breaking in a Single Determinant: Approach and Application to the C$_{60}$, C$_{36}$, and C$_{20}$ Fullerenes text January 2018
Two Single-Reference Approaches to Singlet Biradicaloid Problems: Complex, Restricted Orbitals and Approximate Spin-Projection Combined With Regularized Orbital-Optimized Møller-Plesset Perturbation Theory text January 2019
Quantum Monte Carlo method using phase-free random walks with Slater determinants text January 2002
Phaseless auxiliary-field quantum Monte Carlo calculations with planewaves and pseudopotentials--applications to atoms and molecules text January 2007
A Constrained Path Monte Carlo Method for Fermion Ground States text January 1996
Effects of Backflow Correlation in the Three-Dimensional Electron Gas: Quantum Monte Carlo Study text January 1998
Auxiliary-field quantum Monte Carlo calculations of molecular systems with a Gaussian basis text January 2006
Open-Source Development Experiences in Scientific Software: The HANDE Quantum Monte Carlo Project journal November 2015

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