A reduced basis approach for calculation of the Bethe-Salpeter excitation energies using low-rank tensor factorizations
Peter Benner, Venera Khoromskaia, and Boris N. Khoromskij
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Submission date: 05. May. 2015
published in: Molecular physics, 114 (2016) 7-8, p. 1148-1161
DOI number (of the published article): 10.1080/00268976.2016.1149241
with the following different title: A reduced basis approach for calculation of the Bethe-Salpeter excitation energies by using low-rank tensor factorizations
MSC-Numbers: 65F30, 65F50, 65N35, 65F10
Keywords and phrases: Bethe-Salpeter equation, Hartree-Fock equation, Two-electron integrals, tensor decompositions, model reduction, reduced basis, truncated Cholesky factorization
Link to arXiv: See the arXiv entry of this preprint.
The Bethe-Salpeter equation (BSE) is a reliable model for estimating the absorption spectra in molecules and solids on the basis of accurate calculation of the excited states from ﬁrst principles. This challenging task includes calculation of the BSE operator in terms of two-electron integrals tensor represented in molecular orbital basis, and introduces a complicated algebraic task of solving the arising large matrix eigenvalue problem. The direct diagonalization of the BSE matrix is practically intractable due to O(N6) complexity scaling in the size of the atomic orbitals basis set, N. In this paper, we present a new approach to the computation of Bethe-Salpeter excitation energies which can lead to relaxation of the numerical costs up to O(N3). The idea is twofold: ﬁrst, the diagonal plus low-rank tensor approximations to the fully populated blocks in the BSE matrix is constructed, enabling easier partial eigenvalue solver for a large auxiliary system but with a simpliﬁed block structure. And second, a small subset of eigenfunctions from the auxiliary BSE problem is selected to solve the Galerkin projection of the initial spectral problem onto the reduced basis set. We present numerical tests on BSE calculations for a number of molecules conﬁrming the 𝜀-rank bounds for the blocks of BSE matrix. The numerics indicates that the reduced BSE eigenvalue problem with small matrices enables calculation of the low part of the excitation spectrum with suﬃcient accuracy.