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Tensor representation techniques in post-Hartree–Fock methods: matrix product state tensor format

Authors :
Mike Espig
Henry Auer
Wolfgang Hackbusch
Alexander A. Auer
Udo Benedikt
Source :
Molecular Physics. 111:2398-2413
Publication Year :
2013
Publisher :
Informa UK Limited, 2013.

Abstract

In this proof-of-principle study, we discuss the application of various tensor representation formats and their implications on memory requirements and computational effort for tensor manipulations as they occur in typical post-Hartree–Fock (post-HF) methods. A successive tensor decomposition/rank reduction scheme in the matrix product state (MPS) format for the two-electron integrals in the AO and MO bases and an estimate of the t 2 amplitudes as obtained from second-order many-body perturbation theory (MP2) are described. Furthermore, the AO–MO integral transformation, the calculation of the MP2 energy and the potential usage of tensors in low-rank MPS representation for the tensor contractions in coupled cluster theory are discussed in detail. We are able to show that the overall scaling of the memory requirements is reduced from the conventional N 4 scaling to approximately N 3 and the scaling of computational effort for tensor contractions in post-HF methods can be reduced to roughly N 4 while the de...

Details

ISSN :
13623028 and 00268976
Volume :
111
Database :
OpenAIRE
Journal :
Molecular Physics
Accession number :
edsair.doi...........e90bd64a1e77913ab0bba71c03647a50