Tensor network techniques for the computation of dynamical observables in 1D quantum spin systems
arXiv:1204.5080 · doi:10.1088/1367-2630/14/7/075003
Abstract
We analyze the recently developed folding algorithm [Phys. Rev. Lett. 102, 240603 (2009)] to simulate the dynamics of infinite quantum spin chains, and relate its performance to the kind of entanglement produced under the evolution of product states. We benchmark the accomplishments of this technique with respect to alternative strategies using Ising Hamiltonians with transverse and parallel fields, as well as XY models. Additionally, we evaluate its ability to find ground and thermal equilibrium states.
33 pages, 22 figures
References in corpus (32)
- Efficient classical simulation of slightly entangled quantum computations
- Real time evolution using the density matrix renormalization group
- Evolution of Entanglement Entropy in One-Dimensional Systems
- Time-dependent density-matrix renormalization-group using adaptive effective Hilbert spaces
- Matrix Product Density Operators: Simulation of finite-T and dissipative systems
- Thermodynamic limit of the density matrix renormalization for the spin-1 Heisenberg chain
- Classical simulation of infinite-size quantum lattice systems in one spatial dimension
- Classical simulation of infinite-size quantum lattice systems in two spatial dimensions
- DMRG and periodic boundary conditions: a quantum information perspective
- Renormalization algorithms for Quantum-Many Body Systems in two and higher dimensions
- Corner Transfer Matrix Renormalization Group Method
- Entropy scaling and simulability by Matrix Product States
- Evolution of entanglement entropy following a quantum quench: Analytic results for the XY chain in a transverse magnetic field
- Simulation of two dimensional quantum systems on an infinite lattice revisited: corner transfer matrix for tensor contraction
- Matrix product operator representations
- The computational complexity of PEPS
- Variational study of hard-core bosons in a 2-D optical lattice using Projected Entangled Pair States (PEPS)
- Solving Gapped Hamiltonians Locally
- Operator space entanglement entropy in transverse Ising chain
- Matrix Product States for dynamical simulation of infinite chains
- Renormalization of tensor-network states
- Hamiltonian complexity
- The Dynamics of 1D Quantum Spin Systems Can Be Approximated Efficiently
- Density matrix renormalisation group for a quantum spin chain at non-zero temperature
- Is efficiency of classical simulations of quantum dynamics related to integrability?
- Operator Space Entanglement Entropy in XY Spin Chains
- Monte Carlo simulation with Tensor Network States
- Dynamical simulation of integrable and non-integrable models in the Heisenberg picture
- Lightcone renormalization and quantum quenches in one-dimensional Hubbard models
- Renormalization group contraction of tensor networks in three dimensions
- Concatenated tensor network states
- Observations Outside the Light-Cone: Algorithms for Non-Equilibrium and Thermal States
Cited by in corpus (57)
- Equilibration, thermalisation, and the emergence of statistical mechanics in closed quantum systems
- Exact dynamics in dual-unitary quantum circuits
- Lecture Notes of Tensor Network Contractions
- Tensor Network Algorithms: a Route Map
- Quantum dynamics of thermalizing systems
- Scrambling in Random Unitary Circuits: Exact Results
- Exact thermalization dynamics in the "Rule 54" Quantum Cellular Automaton
- Influence matrix approach to many-body Floquet dynamics
- Out of equilibrium dynamics with Matrix Product States
- Time Fluctuations in Isolated Quantum Systems of Interacting Particles
- Nonstabilizerness via matrix product states in the Pauli basis
- Temporal entanglement, quasiparticles and the role of interactions
- Entanglement dynamics in Rule 54: Exact results and quasiparticle picture
- Connecting Entanglement in Time and Space: Improving the Folding Algorithm
- Nonequilibrium Full Counting Statistics and Symmetry-Resolved Entanglement from Space-Time Duality
- Correlations in Perturbed Dual-Unitary Circuits: Efficient Path-Integral Formula
- Exact relaxation to Gibbs and non-equilibrium steady states in the quantum cellular automaton Rule 54
- Entanglement Negativity and Mutual Information after a Quantum Quench: Exact Link from Space-Time Duality
- Constructing Tensor Network Influence Functionals for General Quantum Dynamics
- Dynamics of charge fluctuations from asymmetric initial states
- Temporal Entanglement in Chaotic Quantum Circuits
- Scaling of temporal entanglement in proximity to integrability
- Tensor network simulation of chains of non-Markovian open quantum systems
- Overcoming the entanglement barrier in quantum many-body dynamics via space-time duality
- Many-body open quantum systems beyond Lindblad master equations
- Light cone tensor network and time evolution
- OQuPy: A Python package to efficiently simulate non-Markovian open quantum systems with process tensors
- Exact quench dynamics of the Floquet quantum East model at the deterministic point
- Non-equilibrium dynamics of symmetry-resolved entanglement and entanglement asymmetry: Exact asymptotics in Rule 54
- Hybrid Stabilizer Matrix Product Operator
- On temporal entropy and the complexity of computing the expectation value of local operators after a quench
- Gradient optimization of fermionic projected entangled pair states on directed lattices
- Entanglement Entropy of Free Fermions in Timelike Slices
- Neural Projected Quantum Dynamics: a systematic study
- Long-time dynamics of quantum chains: transfer-matrix renormalization group and entanglement of the maximal eigenvector
- Entanglement asymmetry dynamics in random quantum circuits
- Converting long-range entanglement into mixture: tensor-network approach to local equilibration
- Exactly solvable many-body dynamics from space-time duality
- Exact pre-transition effects in kinetically constrained circuits: dynamical fluctuations in the Floquet-East model
- Boundary Chaos: Exact Entanglement Dynamics
- Boundary Chaos
- Quantum walks of interacting Mott insulator defects with three-body interactions
- Dynamical correlation functions from complex time evolution
- Exact Hidden Markovian Dynamics in Quantum Circuits
- Loschmidt echo, emerging dual unitarity and scaling of generalized temporal entropies after quenches to the critical point
- Temporal Entanglement Barriers in Dual-Unitary Clifford Circuits with Measurements
- GPU accelerated Trotter-Suzuki solver for quantum spin dynamics
- Tensor-network-based variational Monte Carlo approach to the non-equilibrium steady state of open quantum systems
- Influence functional of many-body systems: temporal entanglement and matrix-product state representation
- Growth of Rényi Entropies in Interacting Integrable Models and the Breakdown of the Quasiparticle Picture
- Measuring temporal entropies in experiments
- Learning the non-Markovian features of subsystem dynamics
- The ITransverse.jl library for transverse tensor network contractions
- Efficient approximation for global functions of matrix product operators
- Optically pumped spin polarization as a probe of many-body thermalization
- Pauli weight requirement of the matrix elements in time-evolved local operators: dependence beyond the equilibration temperature
- Process Tensor Approaches to Non-Markovian Quantum Dynamics