journal article·2020-10-30Open access

Starting-point-independent quantum Monte Carlo calculations of iron oxide

Joshua P. Townsend, Sergio D. Pineda Flores, Raymond C. Clay, Thomas R. Mattsson, Eric Neuscamman, Luning Zhao, R. E. Cohen, Luke Shulenburger

Physical Review B· Volume 102· Issue 15

Abstract

Quantum Monte Carlo (QMC) methods are useful for studies of strongly correlated materials because they are many body in nature and use the physical Hamiltonian. Typical calculations assume as a starting point a wave function constructed from single-particle orbitals obtained from one-body methods, e.g., density functional theory. However, mean-field-derived wave functions can sometimes lead to systematic QMC biases if the mean-field result poorly describes the true ground state. Here, we study the accuracy and flexibility of QMC trial wave functions using variational and fixed-node diffusion QMC estimates of the total spin density and lattice distortion of antiferromagnetic iron oxide (FeO) in the ground state $B1$ crystal structure. We found that for relatively simple wave functions the predicted lattice distortion was controlled by the choice of single-particle orbitals used to construct the wave function, rather than by subsequent wave function optimization techniques within QMC. By optimizing the orbitals with QMC, we then demonstrate starting-point independence of the trial wave function with respect to the method by which the orbitals were constructed by demonstrating convergence of the energy, spin density, and predicted lattice distortion for two qualitatively different sets of orbitals. The results suggest that orbital optimization is a promising method for accurate many-body calculations of strongly correlated condensed phases.
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Research context

OpenAlex topics: Advanced Chemical Physics Studies · Machine Learning in Materials Science · Advanced Condensed Matter Physics

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