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T3NS: Three-Legged Tree Tensor Network States

  • Klaas Gunst (Corresponding author)
  • , Frank Verstraete
  • , Sebastian Wouters
  • , Ors Legeza
  • , Dimitri Van Neck

Publications: Contribution to journal › Article › Peer Reviewed

Abstract

We present a new variational tree tensor network state (TTNS) ansatz, the three-legged tree tensor network state (T3NS). Physical tensors are interspersed with branching tensors. Physical tensors have one physical index and at most two virtual indices, as in the matrix product state (MPS) ansatz of the density matrix renormalization group (DMRG). Branching tensors have no physical index, but up to three virtual indices. In this way, advantages of DMRG, in particular a low computational cost and a simple implementation of symmetries, are combined with advantages of TTNS, namely incorporating more entanglement. Our code is capable of simulating quantum chemical Hamiltonians, and we present several proof-of-principle calculations on LiF, N 2, and the bis(μ-oxo) and μ-η 2:η 2 peroxo isomers of [Cu 2O 2] 2+.

Original languageEnglish
Pages (from-to)2026-2033
Number of pages8
JournalJournal of Chemical Theory and Computation
Volume14
Issue number4
DOIs
Publication statusPublished - Apr 2018

Funding

K.G. acknowledges support from the Research Foundation Flanders (FWO Vlaanderen). O.L. acknowledges support from the Hungarian National Research, Development and Innovation Office (NKFIH) through grant no. K120569 and the Hungarian Quantum Technology National Excellence Program (project no. 2017-1.2.1-NKP-2017-00001). Computational resources (Stevin Supercomputer Infrastructure) and services were provided by Ghent University.

Austrian Fields of Science 2012

  • 103015 Condensed matter
  • 103006 Chemical physics

Keywords

  • DENSITY-MATRIX RENORMALIZATION
  • INITIO QUANTUM-CHEMISTRY
  • FULL CONFIGURATION-INTERACTION
  • GROUP ALGORITHM
  • WAVE-FUNCTIONS
  • ENTANGLEMENT
  • SYSTEMS
  • MODELS
  • CURVE

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