Atomic forces by quantum Monte Carlo: Application to phonon dispersion calculations

被引:14
|
作者
Nakano, Kousuke [1 ,2 ]
Morresi, Tommaso [3 ]
Casula, Michele [3 ]
Maezono, Ryo [2 ]
Sorella, Sandro [1 ]
机构
[1] Int Sch Adv Studies SISSA, Via Bonomea 265, I-34136 Trieste, Italy
[2] Japan Adv Inst Sci & Technol JAIST, Asahidai 1-1, Nomi, Ishikawa 9231292, Japan
[3] Sorbonne Univ, Inst Mineral Phys Mat & Cosmochim IMPMC, CNRS UMR 7590, IRD UMR 206,MNHN, 4 Pl Jussieu, F-75252 Paris, France
关键词
DIAMOND;
D O I
10.1103/PhysRevB.103.L121110
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We report a successful application of the ab initio quantum Monte Carlo (QMC) framework to a phonon dispersion calculation. A full phonon dispersion of diamond is successfully calculated at the variational Monte Carlo (VMC) level, based on the frozen-phonon technique. The VMC-phonon dispersion is in good agreement with the experimental results, giving renormalized harmonic optical frequencies very close to the experimental values, and improving upon previous density functional theory estimates. Key to success for the QMC approach is the statistical error reduction in the atomic force evaluation. We show that this can be achieved by using well conditioned atomic basis sets and by explicitly removing the basis-set redundancy, which reduces the statistical error of forces by up to two orders of magnitude by combining it with the so-called space-warp transformation algorithm. This leads to affordable and accurate QMC-phonons calculations, which are up to 10(4) times more efficient than a bare force treatment, and paves the way to new applications, particularly in correlated materials, where phonons have been poorly reproduced so far.
引用
收藏
页数:7
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