Skip to main content
U.S. Department of Energy
Office of Scientific and Technical Information

Magnitude of pseudopotential localization errors in fixed node diffusion quantum Monte Carlo

Journal Article · · Journal of Chemical Physics
DOI:https://doi.org/10.1063/1.4986951· OSTI ID:1376370
Growth in computational resources has lead to the application of real space diffusion quantum Monte Carlo to increasingly heavy elements. Although generally assumed to be small, we find that when using standard techniques, the pseudopotential localization error can be large, on the order of an electron volt for an isolated cerium atom. We formally show that the localization error can be reduced to zero with improvements to the Jastrow factor alone, and we define a metric of Jastrow sensitivity that may be useful in the design of pseudopotentials. We employ an extrapolation scheme to extract the bare fixed node energy and estimate the localization error in both the locality approximation and the T-moves schemes for the Ce atom in charge states 3+/4+. The locality approximation exhibits the lowest Jastrow sensitivity and generally smaller localization errors than T-moves although the locality approximation energy approaches the localization free limit from above/below for the 3+/4+ charge state. We find that energy minimized Jastrow factors including three-body electron-electron-ion terms are the most effective at reducing the localization error for both the locality approximation and T-moves for the case of the Ce atom. Less complex or variance minimized Jastrows are generally less effective. Finally, our results suggest that further improvements to Jastrow factors and trial wavefunction forms may be needed to reduce localization errors to chemical accuracy when medium core pseudopotentials are applied to heavy elements such as Ce.
Research Organization:
Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF)
Sponsoring Organization:
DOE Office of Science; USDOE
Grant/Contract Number:
AC05-00OR22725
OSTI ID:
1376370
Alternate ID(s):
OSTI ID: 1365431
Journal Information:
Journal of Chemical Physics, Journal Name: Journal of Chemical Physics Journal Issue: 24 Vol. 146; ISSN JCPSA6; ISSN 0021-9606
Publisher:
American Institute of Physics (AIP)Copyright Statement
Country of Publication:
United States
Language:
English

References (61)

C RYSTAL14 : A program for the ab initio investigation of crystalline solids journal March 2014
Noncovalent Interactions by Quantum Monte Carlo journal April 2016
Continuum variational and diffusion quantum Monte Carlo calculations journal December 2009
Hybrid algorithms in quantum Monte Carlo journal December 2012
Trail-Needs pseudopotentials in quantum Monte Carlo calculations with plane-wave/blip basis sets journal October 2016
Optimized trial wave functions for quantum Monte Carlo calculations journal April 1988
Alleviation of the Fermion-Sign Problem by Optimization of Many-Body Wave Functions journal March 2007
New Developments in Molecular Orbital Theory journal April 1951
General atomic and molecular electronic structure system journal November 1993
Variational configuration interaction methods and comparison with perturbation theory journal January 1977
N�herungsmethode zur L�sung des quantenmechanischen Mehrk�rperproblems journal January 1930
Trends of nutrients and metals in precipitation in northern Germany: the role of emissions and meteorology journal May 2021
Non-iterative fifth-order triple and quadruple excitation energy corrections in correlated methods journal February 1990
Monte-Carlo solution of Schrödinger's equation journal February 1971
A complete active space SCF method (CASSCF) using a density matrix formulated super-CI approach journal May 1980
Advances in electronic structure theory book January 2005
QWalk: A quantum Monte Carlo program for electronic structure journal May 2009
A fifth-order perturbation comparison of electron correlation theories journal May 1989
The Wave Mechanics of an Atom with a Non-Coulomb Central Field. Part I. Theory and Methods journal January 1928
Diffusion Monte Carlo for Accurate Dissociation Energies of 3d Transition Metal Containing Molecules journal May 2016
Comparative Study on the Performance of Hybrid DFT Functionals in Highly Correlated Oxides: The Case of CeO 2 and Ce 2 O 3 journal December 2010
Quantum Monte Carlo analysis of a charge ordered insulating antiferromagnet: the Ti 4 O 7 Magnéli phase journal January 2016
A random‐walk simulation of the Schrödinger equation: H + 3 journal August 1975
Quantum chemistry by random walk. H 2 P , H + 3 D 3 h 1 A1 , H 2 3 Σ + u , H 4 1 Σ + g , Be 1 S journal November 1976
Relativistic effective potentials in quantum Monte Carlo calculations journal January 1987
Nonlocal pseudopotentials and diffusion Monte Carlo journal September 1991
Coupled cluster theory for high spin, open shell reference wave functions journal October 1993
Toward reliable density functional methods without adjustable parameters: The PBE0 model journal April 1999
Structural stability and defect energetics of ZnO from diffusion quantum Monte Carlo journal April 2015
Towards a systematic assessment of errors in diffusion Monte Carlo calculations of semiconductors: Case study of zinc selenide and zinc oxide journal December 2015
Cohesive energy and structural parameters of binary oxides of groups IIA and IIIB from diffusion quantum Monte Carlo journal May 2016
Estimates of the Regression Coefficient Based on Kendall's Tau journal December 1968
Trail-Needs pseudopotentials in quantum Monte Carlo calculations with plane-wave/blip basis sets journal October 2016
The Theory of Complex Spectra journal November 1929
The Theory of Complex Spectra journal October 1930
The Theory of Complex Spectra journal April 1932
Many-Body Problem with Strong Forces journal June 1955
Variance-minimization scheme for optimizing Jastrow factors journal August 2005
Beyond the locality approximation in the standard diffusion Monte Carlo method journal October 2006
Wave functions for quantum Monte Carlo calculations in solids: Orbitals from density functional theory with hybrid exchange-correlation functionals journal September 2010
Effect of electron correlation on the electronic structure and spin-lattice coupling of high- T c cuprates: Quantum Monte Carlo calculations journal September 2014
Electronic origin of the volume collapse in cerium journal February 2015
Ground state of doped cuprates from first-principles quantum Monte Carlo calculations journal October 2015
Phase stability and properties of manganese oxide polymorphs: Assessment and insights from diffusion Monte Carlo journal December 2015
Benchmarking the pseudopotential and fixed-node approximations in diffusion Monte Carlo calculations of molecules and solids journal March 2016
Competing collinear magnetic structures in superconducting FeSe by first-principles quantum Monte Carlo calculations journal July 2016
Theory of finite size effects for electronic quantum Monte Carlo calculations of liquids and solids journal July 2016
Quantum Monte Carlo Calculations of Structural Properties of FeO Under Pressure journal October 2008
Computation of the Correlated Metal-Insulator Transition in Vanadium Dioxide from First Principles journal April 2015
Diffusion Monte Carlo Method with Lattice Regularization journal September 2005
Ab initio Quantum Monte Carlo Calculations of Spin Superexchange in Cuprates: The Benchmarking Case of Ca 2 CuO 3 journal July 2014
Quantum Monte Carlo simulations of solids journal January 2001
Quantum Monte Carlo Studies of Transition Metal Oxides journal January 2010
Electronic structure quantum Monte Carlo journal April 2009
QWalk: A Quantum Monte Carlo Program for Electronic Structure preprint January 2007
Computation of the correlated metal-insulator transition in vanadium dioxide from first principles text January 2013
Ab initio quantum Monte Carlo calculations of spin superexchange in cuprates: the benchmarking case of Ca$_2$CuO$_3$ text January 2014
Competing collinear magnetic structures in superconducting FeSe by first principles quantum Monte Carlo calculations text January 2016
Cohesive energy and structural parameters of binary oxides of groups IIA and IIIB from diffusion quantum Monte Carlo text January 2016
Alleviation of the Fermion-sign problem by optimization of many-body wave functions text January 2006
A variance-minimization scheme for optimizing Jastrow factors text January 2005

Cited By (9)

Understanding non-covalent interactions in larger molecular complexes from first principles journal January 2019
Quantitative estimation of localization errors of 3 d transition metal pseudopotentials in diffusion Monte Carlo journal July 2017
A new generation of effective core potentials for correlated calculations journal December 2017
An efficient hybrid orbital representation for quantum Monte Carlo calculations journal August 2018
A new generation of effective core potentials from correlated calculations: 3d transition metal series journal October 2018
A new scheme for fixed node diffusion quantum Monte Carlo with pseudopotentials: Improving reproducibility and reducing the trial-wave-function bias journal October 2019
Structural, electronic, and magnetic properties of bulk and epitaxial LaCoO 3 through diffusion Monte Carlo journal December 2019
New generation of effective core potentials from correlated calculations: 3d transition metal series text January 2018
An efficient hybrid orbital representation for quantum Monte Carlo calculations text January 2018

Similar Records

Quantitative estimation of localization errors of 3d transition metal pseudopotentials in diffusion Monte Carlo
Journal Article · Sun Jul 09 20:00:00 EDT 2017 · Journal of Chemical Physics · OSTI ID:1376434