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Physics > Computational Physics

Title: Efficient Full-frequency GW Calculations using a Lanczos Method

Abstract: The GW approximation is widely used for reliable and accurate modeling of single-particle excitations. It also serves as a starting point for many theoretical methods, such as its use in the Bethe-Salpeter equation (BSE) and dynamical mean-field theory. However, full-frequency GW calculations for large systems with hundreds of atoms remain computationally challenging, even after years of efforts to reduce the prefactor and improve scaling. We propose a method that reformulates the correlation part of the GW self-energy as a resolvent of a Hermitian matrix, which can be efficiently and accurately computed using the standard Lanczos method. This method enables full-frequency GW calculations of material systems with a few hundred atoms on a single computing workstation. We further demonstrate the efficiency of the method by calculating the defect-state energies of silicon quantum dots with diameters up to 4 nm and nearly 2,000 silicon atoms using only 20 computational nodes.
Comments: 7 pages, 3 figures (Supplemental material: 8 pages, 9 figures)
Subjects: Computational Physics (physics.comp-ph); Materials Science (cond-mat.mtrl-sci); Other Condensed Matter (cond-mat.other)
Journal reference: Phys. Rev. Lett. 132, 126402 (2024)
DOI: 10.1103/PhysRevLett.132.126402
Cite as: arXiv:2310.20103 [physics.comp-ph]
  (or arXiv:2310.20103v3 [physics.comp-ph] for this version)

Submission history

From: Weiwei Gao [view email]
[v1] Tue, 31 Oct 2023 00:50:56 GMT (179kb,D)
[v2] Tue, 9 Jan 2024 01:46:56 GMT (1023kb,D)
[v3] Sun, 3 Mar 2024 06:14:00 GMT (2999kb,D)

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