Literature DB >> 28390342

Atomic-batched tensor decomposed two-electron repulsion integrals.

Gunnar Schmitz1, Niels Kristian Madsen1, Ove Christiansen1.   

Abstract

We present a new integral format for 4-index electron repulsion integrals, in which several strategies like the Resolution-of-the-Identity (RI) approximation and other more general tensor-decomposition techniques are combined with an atomic batching scheme. The 3-index RI integral tensor is divided into sub-tensors defined by atom pairs on which we perform an accelerated decomposition to the canonical product (CP) format. In a first step, the RI integrals are decomposed to a high-rank CP-like format by repeated singular value decompositions followed by a rank reduction, which uses a Tucker decomposition as an intermediate step to lower the prefactor of the algorithm. After decomposing the RI sub-tensors (within the Coulomb metric), they can be reassembled to the full decomposed tensor (RC approach) or the atomic batched format can be maintained (ABC approach). In the first case, the integrals are very similar to the well-known tensor hypercontraction integral format, which gained some attraction in recent years since it allows for quartic scaling implementations of MP2 and some coupled cluster methods. On the MP2 level, the RC and ABC approaches are compared concerning efficiency and storage requirements. Furthermore, the overall accuracy of this approach is assessed. Initial test calculations show a good accuracy and that it is not limited to small systems.

Entities:  

Year:  2017        PMID: 28390342     DOI: 10.1063/1.4979571

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  1 in total

1.  System-Specific Separable Basis Based on Tucker Decomposition: Application to Density Functional Calculations.

Authors:  Jeheon Woo; Woo Youn Kim; Sunghwan Choi
Journal:  J Chem Theory Comput       Date:  2022-04-18       Impact factor: 6.578

  1 in total

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