Back to Search
Start Over
Tensor representation techniques in post-Hartree–Fock methods: matrix product state tensor format
- 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