Computation of ground-state properties in molecular systems: back-propagation with auxiliary-field quantum Monte Carlo
arXiv:1707.02684 · doi:10.1021/acs.jctc.7b00730
Abstract
We address the computation of ground-state properties of chemical systems and realistic materials within the auxiliary-field quantum Monte Carlo method. The phase constraint to control the fermion phase problem requires the random walks in Slater determinant space to be open-ended with branching. This in turn makes it necessary to use back-propagation (BP) to compute averages and correlation functions of operators that do not commute with the Hamiltonian. Several BP schemes are investigated and their optimization with respect to the phaseless constraint is considered. We propose a modified BP method for the computation of observables in electronic systems, discuss its numerical stability and computational complexity, and assess its performance by computing ground-state properties for several substances, including constituents of the primordial terrestrial atmosphere and small organic molecules.
arXiv comment13 pages, 9 figures
References in corpus (26)
- Stripe order in the underdoped region of the two-dimensional Hubbard model
- Solutions of the Two Dimensional Hubbard Model: Benchmarks and Results from a Wide Range of Numerical Algorithms
- A Constrained Path Monte Carlo Method for Fermion Ground States
- Quantum Monte Carlo method using phase-free random walks with Slater determinants
- Towards the solution of the many-electron problem in real materials: equation of state of the hydrogen chain with state-of-the-art many-body methods
- Auxiliary-field quantum Monte Carlo calculations of molecular systems with a Gaussian basis
- Spatially inhomogeneous phase in the two-dimensional repulsive Hubbard model
- Symmetry in Auxiliary-Field Quantum Monte Carlo Calculations
- Phaseless auxiliary-field quantum Monte Carlo calculations with planewaves and pseudopotentials--applications to atoms and molecules
- Quantum Monte Carlo method for the ground state of many-boson systems
- Pressure-induced diamond to beta-tin transition in bulk silicon: a near-exact quantum Monte Carlo study
- Excited state calculations using phaseless auxiliary-field quantum Monte Carlo: potential energy curves of low lying C2 singlet states
- Coupling quantum Monte Carlo and independent-particle calculations: self-consistent constraint for the sign problem based on density or density matrix
- Bond breaking with auxiliary-field quantum Monte Carlo
- Eliminating spin contamination in auxiliary-field quantum Monte Carlo: realistic potential energy curve of F2
- Assessing weak hydrogen binding on Ca+ centers: An accurate many-body study with large basis sets
- Quantum Monte Carlo calculations in solids with downfolded Hamiltonians
- An Auxiliary-Field Quantum Monte Carlo Study of the Chromium Dimer
- Computation of dynamical correlation functions for many fermion systems with auxiliary-field quantum Monte Carlo
- Chemical Transformations Approaching Chemical Accuracy via Correlated Sampling in Auxiliary-Field Quantum Monte Carlo
- The Stability, Energetics, and Magnetic States of Cobalt Adatoms on Graphene
- Correlation effects in the ground state of trapped atomic Bose gases
- The Python-based Simulations of Chemistry Framework (PySCF)
- Auxiliary-field based trial wave functions in quantum Monte Carlo calculations
- Imaginary Time Correlations and the phaseless Auxiliary Field Quantum Monte Carlo
- Auxiliary-field quantum Monte Carlo calculations of the molybdenum dimer
Cited by in corpus (33)
- Ab initio computations of molecular systems by the auxiliary-field quantum Monte Carlo method
- QMCPACK: Advances in the development, efficiency, and application of auxiliary field and real-space variational and diffusion Quantum Monte Carlo
- Self-energy embedding theory (SEET) for periodic systems
- Some Recent Developments in Auxiliary-Field Quantum Monte Carlo for Real Materials
- Efficient ab initio auxiliary-field quantum Monte Carlo calculations in Gaussian bases via low-rank tensor decomposition
- Perturbatively selected configuration-interaction wave functions for efficient geometry optimization in quantum Monte Carlo
- Overcoming the Memory Bottleneck in Auxiliary Field Quantum Monte Carlo Simulations with Interpolative Separable Density Fitting
- Phaseless Auxiliary-Field Quantum Monte Carlo on Graphical Processing Units
- Utilizing Essential Symmetry Breaking in Auxiliary-Field Quantum Monte Carlo: Application to the Spin Gaps of the C Fullerene and an Iron Porphyrin Model Complex
- Accelerating Auxiliary-Field Quantum Monte Carlo Simulations of Solids with Graphical Processing Unit
- Calculation of interatomic forces and optimization of molecular geometry with auxiliary-field quantum Monte Carlo
- The performance of phaseless auxiliary-field quantum Monte Carlo on the ground state electronic energy of benzene
- Auxiliary-field quantum Monte Carlo calculations of the structural properties of nickel oxide
- Hamiltonian symmetries in auxiliary-field quantum Monte Carlo calculations for electronic structure
- Systematic Comparison and Cross-validation of Fixed-Node Diffusion Monte Carlo and Phaseless Auxiliary-Field Quantum Monte Carlo in Solids
- Stochastic Resolution-of-the-Identity Auxiliary-Field Quantum Monte Carlo: Scaling Reduction without Overhead
- Ab initio electronic density in solids by many-body plane-wave auxiliary-field quantum Monte Carlo calculations
- Non-linear biases, stochastically-sampled effective Hamiltonians and spectral functions in quantum Monte Carlo methods
- Spectral Functions from Auxiliary-Field Quantum Monte Carlo without Analytic Continuation: The Extended Koopmans' Theorem Approach
- Computation of forces and stresses in solids: Towards accurate structural optimization with auxiliary-field quantum Monte Carlo
- Ab Initio Electronic Structure Calculations by Auxiliary-Field Quantum Monte Carlo
- Interfacing branching random walks with Metropolis sampling: constraint release in auxiliary-field quantum Monte Carlo
- Phaseless auxiliary field quantum Monte Carlo with projector-augmented wave method for solids
- Accurate computations of Rashba spin-orbit coupling in interacting systems: from the Fermi gas to real materials
- Implementing advanced trial wave functions in fermion quantum Monte Carlo via stochastic sampling
- Non-perturbative Many-Body Treatment of Molecular Magnets
- Full Configuration Interaction Excited-State Energies in Large Active Spaces from Subspace Iteration with Repeated Random Sparsification
- Molecular properties from the explicitly connected expressions of the response functions within the coupled-cluster theory
- Accelerating ground-state auxiliary-field quantum Monte Carlo simulations by delayed update and block force-bias update
- NNQS-AFQMC: Neural network quantum states enhanced fermionic quantum Monte Carlo
- Correlation effects in magic-angle twisted bilayer graphene: An auxiliary-field quantum Monte Carlo study
- Selected configuration interaction wave functions in phaseless auxiliary field quantum Monte Carlo
- Study of the triangular-lattice Hubbard model with constrained-path quantum Monte Carlo