March 16, 2017
Journal Article

Low-rank factorization of electron integral tensors and its application in electronic structure theory

Abstract

In this letter, we introduce the reverse Cuthill-McKee (RCM) algorithm, which is often used for the bandwidth reduction of sparse tensors, to transform the two-electron integral tensors to their block diagonal forms. By further applying the pivoted Cholesky decomposition (CD) on each of the diagonal blocks, we are able to represent the high-dimensional two-electron integral tensors in terms of permutation matrices and low-rank Cholesky vectors. This representation facilitates the low-rank factorization of the high-dimensional tensor contractions that are usually encountered in post-Hartree-Fock calculations. In this letter, we discuss the second-order Møller-Plesset (MP2) method and linear coupled- cluster model with doubles (L-CCD) as two simple examples to demonstrate the efficiency of the RCM-CD technique in representing two-electron integrals in a compact form.

Revised: April 19, 2017 | Published: March 16, 2017

Citation

Peng B., and K. Kowalski. 2017. Low-rank factorization of electron integral tensors and its application in electronic structure theory. Chemical Physics Letters 672. PNNL-SA-122607. doi:10.1016/j.cplett.2017.01.056