T3NS: three-legged tree tensor network states
arXiv:1801.09998 · doi:10.1021/acs.jctc.8b00098
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 and the bis(-oxo) and peroxo isomers of .
14 pages, 8 figures
References in corpus (14)
- The density-matrix renormalization group in the age of matrix product states
- Renormalization algorithms for Quantum-Many Body Systems in two and higher dimensions
- Orbital Optimization in the Density Matrix Renormalization Group, with applications to polyenes and β-carotene
- The density matrix renormalization group for ab initio quantum chemistry
- A spin-adapted Density Matrix Renormalization Group algorithm for quantum chemistry
- Simulating Strongly Correlated Quantum Systems with Tree Tensor Networks
- Efficient Tree Tensor Network States (TTNS) for Quantum Chemistry: Generalizations of the Density Matrix Renormalization Group Algorithm
- Advances on Tensor Network Theory: Symmetries, Fermions, Entanglement, and Holography
- Fermionic Matrix Product States and One-Dimensional Topological Phases
- DMRG-SCF study of the singlet, triplet, and quintet states of oxo-Mn(Salen)
- Complete-Graph Tensor Network States: A New Fermionic Wave Function Ansatz for Molecules
- Density matrix numerical renormalization group for non-Abelian symmetries
- The area law and real-space renormalization
- Self-Adaptive Tensor Network States with Multi-Site Correlators
Cited by in corpus (33)
- Quantum Chemistry in the Age of Quantum Computing
- The Density Matrix Renormalization Group in Chemistry and Molecular Physics: Recent Developments and New Challenges
- Quantum Machine Learning for Chemistry and Physics
- Time-dependent Density Matrix Renormalization Group Quantum Dynamics for Realistic Chemical Systems
- Computing vibrational eigenstates with tree tensor network states (TTNS)
- Gauge fixing, canonical forms and optimal truncations in tensor networks with closed loops
- A General Automatic Method for Optimal Construction of Matrix Product Operators Using Bipartite Graph Theory
- Time Dependent Variational Principle for Tree Tensor Networks
- Numerical and Theoretical Aspects of the DMRG-TCC Method Exemplified by the Nitrogen Dimer
- Tree tensor network state approach for solving hierarchical equations of motion
- A tensor network view of multilayer multiconfiguration time-dependent Hartree methods
- Orbital entanglement and correlation from pCCD-tailored Coupled Cluster wave functions
- Automatic structural optimization of tree tensor networks
- Gauging tensor networks with belief propagation
- Studying dynamics in two-dimensional quantum lattices using tree tensor network states
- Simulating quantum circuits using tree tensor networks
- A configuration interaction correction on top of pair coupled cluster doubles
- Entanglement bipartitioning and tree tensor networks
- Optimal Tree Tensor Network Operators for Tensor Network Simulations: Applications to Open Quantum Systems
- Quantum Quench and Charge Oscillations in the SU(3) Hubbard Model: a Test of Time Evolving Block Decimation with general non-Abelian Symmetries
- Expressibility of comb tensor network states (CTNS) for the P-cluster and the FeMo-cofactor of nitrogenase
- Abelian and non-abelian symmetries in infinite projected entangled pair states
- The Three-Legged Tree Tensor Networks with SU(2)- and molecular point group symmetry
- Complex Time Evolution in Tensor Networks
- Quantum information-based analysis of electron-deficient bonds
- Two dimensional quantum lattice models via mode optimized hybrid CPU-GPU density matrix renormalization group method
- The seniority quantum number in Tensor Network States
- Optimal Symbolic Construction of Matrix Product Operators and Tree Tensor Network Operators
- State Diagrams to determine Tree Tensor Network Operators
- Simulating Quantum Circuits with Tree Tensor Networks using Density-Matrix Renormalization Group Algorithm
- A Synthesis of Hidden Subgroup Quantum Algorithms and Quantum Chemical Dynamics
- Fractal Path Strategies for Efficient 2D DMRG Simulations
- Accurate, full-dimensional computations of thousands of complex vibrational eigenstates with tree tensor network states