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Tensor hypercontraction density fitting. I. Quartic scaling second- and third-order Møller-Plesset perturbation theory

Hohenstein, Edward G., Parrish, Robert M., Martínez, Todd J.·2012·The Journal of Chemical Physics

Abstract

Many approximations have been developed to help deal with the O(N4) growth of the electron repulsion integral (ERI) tensor, where N is the number of one-electron basis functions used to represent the electronic wavefunction. Of these, the density fitting (DF) approximation is currently the most widely used despite the fact that it is often incapable of altering the underlying scaling of computational effort with respect to molecular size. We present a method for exploiting sparsity in three-center overlap integrals through tensor decomposition to obtain a low-rank approximation to density fitting (tensor hypercontraction density fitting or THC-DF). This new approximation reduces the 4th-order ERI tensor to a product of five matrices, simultaneously reducing the storage requirement as well as increasing the flexibility to regroup terms and reduce scaling behavior. As an example, we demonstrate such a scaling reduction for second- and third-order perturbation theory (MP2 and MP3), showing that both can be carried out in O(N4) operations. This should be compared to the usual scaling behavior of O(N5) and O(N6) for MP2 and MP3, respectively. The THC-DF technique can also be applied to other methods in electronic structure theory, such as coupled-cluster and configuration interaction, promising significant gains in computational efficiency and storage reduction.

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Metadata

Authors
Hohenstein, E. G., Parrish, R. M., & Martínez, T. J.
Venue
The Journal of Chemical Physics
Published
2012-07-23
Volume
137
Issue
4
Pages
044103-044103
ISSN
  • 0021-9606 (ISSN-L)
  • 1089-7690
OpenAlex
W1996064028
Cited by
292
References
1
FWCI
6.15
Type
journal article
Language
en
Open access
closed

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CoChat. (2026). Citation check: Tensor hypercontraction density fitting. I. Quartic scaling second- and third-order Møller-Plesset perturbation theory. https://app.cochat.ai/papers/10.1063/1.4732310
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Hohenstein, E. G., Parrish, R. M., & Martínez, T. J. (2012). Tensor hypercontraction density fitting. I. Quartic scaling second- and third-order Møller-Plesset perturbation theory. The Journal of Chemical Physics. https://doi.org/10.1063/1.4732310

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