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Title: Taming the fixed-node error in diffusion Monte Carlo via range separation

Journal Article · · Journal of Chemical Physics
DOI:https://doi.org/10.1063/5.0026324· OSTI ID:1775140

By combining density-functional theory (DFT) and wave function theory via the range separation (RS) of the interelectronic Coulomb operator, we obtain accurate fixed-node diffusion Monte Carlo (FN-DMC) energies with compact multi-determinant trial wave functions. In particular, we combine here short-range exchange-correlation functionals with a flavor of selected configuration interaction known as configuration interaction using a perturbative selection made iteratively (CIPSI), a scheme that we label RS-DFT-CIPSI. One of the take-home messages of the present study is that RS-DFT-CIPSI trial wave functions yield lower fixed-node energies with more compact multi-determinant expansions than CIPSI, especially for small basis sets. Indeed, as the CIPSI component of RS-DFT-CIPSI is relieved from describing the short-range part of the correlation hole around the electron-electron coalescence points, the number of determinants in the trial wave function required to reach a given accuracy is significantly reduced as compared to a conventional CIPSI calculation. Importantly, by performing various numerical experiments, we evidence that the RS-DFT scheme essentially plays the role of a simple Jastrow factor by mimicking short-range correlation effects, hence avoiding the burden of performing a stochastic optimization. Considering the 55 atomization energies of the Gaussian-1 benchmark set of molecules, we show that using a fixed value of mu = 0.5 bohr(-1) provides effective error cancellations as well as compact trial wave functions, making the present method a good candidate for the accurate description of large chemical systems.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Organization:
USDOE Office of Science - Office of Basic Energy Sciences - Materials Sciences and Engineering Division; Centre National de la Recherche Scientifique (CNRS)
DOE Contract Number:
AC02-06CH11357
OSTI ID:
1775140
Journal Information:
Journal of Chemical Physics, Vol. 153, Issue 17
Country of Publication:
United States
Language:
English

References (106)

An Undulatory Theory of the Mechanics of Atoms and Molecules journal December 1926
Fermion Monte Carlo without fixed nodes: A game of life, death, and annihilation in Slater determinant space journal January 2009
Stochastic Coupled Cluster Theory journal December 2010
Ab initio computations of molecular systems by the auxiliary-field quantum Monte Carlo method journal May 2018
Communication: Approaching exact quantum chemistry by cluster analysis of full configuration interaction quantum Monte Carlo wave functions journal October 2018
Many-Body Expanded Full Configuration Interaction. I. Weakly Correlated Regime journal August 2018
Many-Body Expanded Full Configuration Interaction. II. Strongly Correlated Regime journal August 2019
Unbiasing the initiator approximation in full configuration interaction quantum Monte Carlo journal December 2019
Important configurations in configuration interaction and coupled-cluster wave functions journal August 2005
A priori identification of configurational deadwood journal February 2009
Using perturbatively selected configuration interaction in quantum Monte Carlo calculations journal September 2013
Compressive sampling in configuration interaction wavefunctions journal January 2015
Efficient Heat-Bath Sampling in Fock Space journal March 2016
Excited states using semistochastic heat-bath configuration interaction journal October 2017
Semistochastic Heat-Bath Configuration Interaction Method: Selected Configuration Interaction with Semistochastic Perturbation Theory journal March 2017
Adaptive multiconfigurational wave functions journal March 2014
iCI: Iterative CI toward full CI journal January 2016
A deterministic alternative to the full configuration interaction quantum Monte Carlo method journal July 2016
Modern Approaches to Exact Diagonalization and Selected Configuration Interaction with the Adaptive Sampling CI Method journal March 2020
Energy-based truncation of multi-determinant wavefunctions in quantum Monte Carlo journal April 2017
Incremental full configuration interaction journal March 2017
Selected configuration interaction method using sampled first-order corrections to wave functions journal July 2017
Selected configuration interaction dressed by perturbation journal August 2018
Iterative perturbation calculations of ground and excited state energies from multiconfigurational zeroth‐order wavefunctions journal June 1973
Approaching chemical accuracy using full configuration-interaction quantum Monte Carlo: A study of ionization potentials journal May 2010
Communications: Survival of the fittest: Accelerating convergence in full configuration-interaction quantum Monte Carlo journal January 2010
Full Configuration Interaction Excitations of Ethene and Butadiene: Resolution of an Ancient Question journal September 2012
Excited States of Methylene, Polyenes, and Ozone from Heat-Bath Configuration Interaction journal February 2018
A Mountaineering Strategy to Excited States: Highly Accurate Reference Energies and Benchmarks journal June 2018
Reference Energies for Double Excitations journal January 2019
A Mountaineering Strategy to Excited States: Highly Accurate Energies and Benchmarks for Medium Sized Molecules journal January 2020
Mountaineering Strategy to Excited States: Highly Accurate Energies and Benchmarks for Exotic Molecules and Radicals journal May 2020
Direct Comparison of Many-Body Methods for Realistic Electronic Hamiltonians journal February 2020
Convergence of an improved CIPSI algorithm journal February 1983
Multi-state effective Hamiltonian and size-consistency corrections in stochastic configuration interactions journal December 2017
Basis convergence of range-separated density-functional theory journal February 2015
Curing basis-set convergence of wave-function theory using density-functional theory: A systematically improvable approach journal November 2018
A Density-Based Basis-Set Correction for Wave Function Theory journal May 2019
A basis-set error correction based on density-functional theory for strongly correlated molecular systems journal May 2020
Perspective: Fifty years of density-functional theory in chemical physics journal May 2014
Quantum Monte Carlo simulations of solids journal January 2001
Quantum Monte Carlo and Related Approaches journal December 2011
Variational and diffusion quantum Monte Carlo calculations with the CASINO code journal April 2020
Fixed‐node quantum Monte Carlo for molecules a) b) journal December 1982
Fermion nodes journal June 1991
Quantum Monte Carlo for large chemical systems: Implementing efficient strategies for petascale platforms and beyond journal January 2013
QMCPACK : an open source ab initio quantum Monte Carlo package for the electronic structure of atoms, molecules and solids journal April 2018
QMCPACK: Advances in the development, efficiency, and application of auxiliary field and real-space variational and diffusion quantum Monte Carlo journal May 2020
Simple and efficient approach to the optimization of correlated wave functions journal June 2006
Alleviation of the Fermion-Sign Problem by Optimization of Many-Body Wave Functions journal March 2007
Optimization of quantum Monte Carlo wave functions by energy minimization journal February 2007
Full optimization of Jastrow–Slater wave functions with application to the first-row atoms and homonuclear diatomic molecules journal May 2008
Approaching chemical accuracy with quantum Monte Carlo journal March 2012
Quantum Monte Carlo for noncovalent interactions: an efficient protocol attaining benchmark accuracy journal January 2014
Benchmark quantum Monte Carlo calculations journal July 2002
A full coupled‐cluster singles and doubles model: The inclusion of disconnected triples journal February 1982
How Important is Orbital Choice in Single-Determinant Diffusion Quantum Monte Carlo Calculations? journal June 2012
Performance of the Diffusion Quantum Monte Carlo Method with a Single-Slater-Jastrow Trial Wavefunction Using Natural Orbitals and Density Functional Theory Orbitals on Atomization Energies of the Gaussian-2 Set journal April 2019
Optimal orbitals from energy fluctuations in correlated wave functions journal February 2000
Full Wave Function Optimization with Quantum Monte Carlo and Its Effect on the Dissociation Energy of FeS journal August 2017
Full Wave Function Optimization with Quantum Monte Carlo—A Study of the Dissociation Energies of ZnO, FeO, FeH, and CrS journal August 2019
Nodal surfaces and interdimensional degeneracies journal June 2015
Fixed-node diffusion Monte Carlo potential energy curve of the fluorine molecule F 2 using selected configuration interaction trial wavefunctions journal January 2015
Communication: Toward an improved control of the fixed-node error in quantum Monte Carlo: The case of the water molecule journal April 2016
Accurate nonrelativistic ground-state energies of 3 d transition metal atoms journal December 2014
Quantum Monte Carlo with very large multideterminant wavefunctions journal June 2016
Deterministic Construction of Nodal Surfaces within Quantum Monte Carlo: The Case of FeS journal January 2018
Excitation energies from diffusion Monte Carlo using selected configuration interaction nodes journal July 2018
Influence of pseudopotentials on excitation energies from selected configuration interaction and diffusion Monte Carlo journal January 2019
Quantum Monte Carlo with reoptimised perturbatively selected configuration-interaction wave functions journal February 2016
Perturbatively Selected Configuration-Interaction Wave Functions for Efficient Geometry Optimization in Quantum Monte Carlo journal June 2018
Excited States with Selected Configuration Interaction-Quantum Monte Carlo: Chemically Accurate Excitation Energies and Geometries journal July 2019
Quantum Package 2.0: An Open-Source Determinant-Driven Suite of Programs journal April 2019
Universal variational functionals of electron densities, first-order density matrices, and natural spin-orbitals and solution of the v-representability problem journal December 1979
Density functionals for coulomb systems journal September 1983
Convergence acceleration of iterative sequences. the case of scf iteration journal July 1980
ImprovedSCF convergence acceleration journal January 1982
Energy-consistent pseudopotentials for quantum Monte Carlo calculations journal June 2007
Energy-consistent small-core pseudopotentials for 3d-transition metals adapted to quantum Monte Carlo calculations journal October 2008
An efficient reformulation of the closed‐shell coupled cluster single and double excitation (CCSD) equations journal December 1988
Is coupled cluster singles and doubles (CCSD) more computationally intensive than quadratic configuration interaction (QCISD)? journal April 1989
Short-range exchange-correlation energy of a uniform electron gas with modified electron-electron interaction journal January 2004
A short-range gradient-corrected spin density functional in combination with long-range coupled-cluster methods: Application to alkali-metal rare-gas dimers journal October 2006
Short-range exchange and correlation energy density functionals: Beyond the local-density approximation journal January 2005
A short-range gradient-corrected density functional in long-range coupled-cluster calculations for rare gas dimers journal January 2005
A new scheme for fixed node diffusion quantum Monte Carlo with pseudopotentials: Improving reproducibility and reducing the trial-wave-function bias journal October 2019
A Condition to Remove the Indeterminacy in Interelectronic Correlation Functions journal March 1969
The Determination of Energies and Wavefunctions with Full Electronic Correlation journal April 1969
A Calculation for the Energies and Wavefunctions for States of Neon with Full Electronic Correlation Accuracy journal April 1969
A feasible transcorrelated method for treating electronic cusps using a frozen Gaussian geminal journal November 2000
Variational transcorrelated method journal October 2010
Canonical transcorrelated theory with projected Slater-type geminals journal February 2012
Similarity transformation of the electronic Schrödinger equation via Jastrow factorization journal August 2019
On the eigenfunctions of many-particle systems in quantum mechanics journal January 1957
Cusp Conditions for Molecular Wavefunctions journal July 1966
Gaussian‐1 theory: A general procedure for prediction of molecular energies journal May 1989
Gaussian‐1 theory of molecular energies for second‐row compounds journal August 1990
Rationale for mixing exact exchange with density functional approximations journal December 1996
Density‐functional thermochemistry. III. The role of exact exchange journal April 1993
Reliable Prediction of Charge Transfer Excitations in Molecular Complexes Using Time-Dependent Density Functional Theory journal March 2009
Using optimally tuned range separated hybrid functionals in ground-state calculations: Consequences and caveats journal May 2013
Excitation Gaps of Finite-Sized Systems from Optimally Tuned Range-Separated Hybrid Functionals journal April 2012
Wave functions with terms linear in the interelectronic coordinates to take care of the correlation cusp. I. General theory journal February 1991
Explicitly Correlated Electrons in Molecules journal December 2011
Zero Monte Carlo error or quantum mechanics is easier journal January 1977
Explicitly correlated second order perturbation theory: Introduction of a rational generator and numerical quadratures journal January 2004

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