Entanglement renormalization
arXiv:cond-mat/0512165 · doi:10.1103/PhysRevLett.99.220405
Abstract
In the context of real-space renormalization group methods, we propose a novel scheme for quantum systems defined on a D-dimensional lattice. It is based on a coarse-graining transformation that attempts to reduce the amount of entanglement of a block of lattice sites before truncating its Hilbert space. Numerical simulations involving the ground state of a 1D system at criticality show that the resulting coarse-grained site requires a Hilbert space dimension that does not grow with successive rescaling transformations. As a result we can address, in a quasi-exact way, tens of thousands of quantum spins with a computational effort that scales logarithmically in the system's size. The calculations unveil that ground state entanglement in extended quantum systems is organized in layers corresponding to different length scales. At a quantum critical point, each rellevant length scale makes an equivalent contribution to the entanglement of a block with the rest of the system.
4 pages, 4 figures, updated version
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- Entanglement under the renormalization-group transformations on quantum states and in quantum phase transitions
- Real-space renormalization group for the transverse-field Ising model in two and three dimensions
- Degenerate groundstates and multiple bifurcations in a two-dimensional q-state quantum Potts model
- Surface growth scheme for bulk reconstruction and tensor network
- Towards computational insights into the large-scale structure of spin foams
- Scaling dimensions from linearized tensor renormalization group transformations
- Scaling limits of lattice quantum fields by wavelets
- On the closedness and geometry of tensor network state sets
- Link representation of the entanglement entropies for all bipartitions
- Differentiable Programming of Isometric Tensor Networks
- Quantum circuit approximations and entanglement renormalization for the Dirac field in 1+1 dimensions
- Stable bipolarons in open quantum systems
- Tensor renormalization group in bosonic field theory
- Tensor networks-a new tool for old problems
- Continuous tensor network renormalization for quantum fields
- Implementation of rigorous renormalization group method for ground space and low-energy states of local Hamiltonians
- Density-of-states of many-body quantum systems from tensor networks
- Time-evolution of holographic entanglement entropy and metric perturbations
- The nested Algebraic Bethe Ansatz for the supersymmetric t-J and Tensor Networks
- Many body physics from a quantum information perspective
- Symmetry-respecting real-space renormalization for the quantum Ashkin-Teller model
- Long-time dynamics of quantum chains: transfer-matrix renormalization group and entanglement of the maximal eigenvector
- Entanglement Entropy of Coupled Conformal Field Theories and Fermi Liquids
- Simulation of many body localization and time crystals in two dimensions with the neighborhood tensor update
- Q-curvature and Path Integral Complexity
- Entanglement renormalization and boundary critical phenomena
- Probing critical states of matter on a digital quantum computer
- Converting long-range entanglement into mixture: tensor-network approach to local equilibration
- Holography as a highly efficient RG flow II: An explicit construction
- From Tree Tensor Network to Multiscale Entanglement Renormalization Ansatz
- Tensor networks as conformal transformations
- Certifying ground-state properties of quantum many-body systems
- Discrete Gravity on Random Tensor Network and Holographic Rényi Entropy
- Universal Logical Gates on Topologically Encoded Qubits via Constant-Depth Unitary Circuits
- Genuine multipartite entanglement in a one-dimensional Bose-Hubbard model with frustrated hopping
- Automatic quantum circuit encoding of a given arbitrary quantum state
- Entanglement Renormalization and Two Dimensional String Theory
- Boundary theories of critical matchgate tensor networks
- Holographic Geometries of one-dimensional gapped quantum systems from Tensor Network States
- Super-operator structures and no-go theorems for dissipative quantum phase transitions
- Disentangling Sources of Quantum Entanglement in Quench Dynamics
- Fine-Grained Tensor Network Methods
- Emergent geometry in recursive renormalization group transformations
- Decohering Tensor Network Quantum Machine Learning Models
- Holographic spin networks from tensor network states
- Finite Density Matrix Renormalisation Group Algorithm for Anyonic Systems
- Entanglement entropy and correlations in loop quantum gravity
- Hartle-Hawking state and its factorization in 3d gravity
- Tensor network state correspondence and holography
- Disentangling Interacting Systems with Fermionic Gaussian Circuits: Application to Quantum Impurity Models
- Continuum limits of Matrix Product States
- Entanglement Area Law for Shallow and Deep Quantum Neural Network States
- Machine learning with tree tensor networks, CP rank constraints, and tensor dropout
- Tensor network approaches for learning non-linear dynamical laws
- Continuum limits of homogeneous binary trees and the Thompson group
- Tensor network methods with graph enhancement
- Recycling qubits in near-term quantum computers
- Generalized Exact Holographic Mapping with Wavelets
- Signatures of broken parity and time-reversal symmetry in generalized string-net models
- Scale-renormalized matrix-product states for correlated quantum systems
- A Gaussian Variational Approach to cMERA for Interacting Fields
- Holographic complexity of the disk subregion in (2+1)-dimensional gapped systems
- Discrete scale invariance in holography revisited
- Tunneling frustration induced peculiar supersolid phases in the extended Bose-Hubbard model
- Thermal geometry from CFT at finite temperature
- The seniority quantum number in Tensor Network States
- Holographic unitary renormalization group for correlated electrons -- I: a tensor network approach
- Studying a relativistic field theory at finite chemical potential with the density matrix renormalization group
- Renormalization group and approximate error correction
- Thread/State correspondence: from bit threads to qubit threads
- Quantized Lattice Dynamic Effects on the Spin-Peierls Transition
- Quantum criticality on a chiral ladder: an iDMRG study
- Coupled intertwiner dynamics: A toy model for coupling matter to spin foam models
- Quantum Hamiltonian complexity and the detectability lemma
- Efficient tensor network algorithm for layered systems
- An Efficient Algorithmic Way to Construct Boltzmann Machine Representations for Arbitrary Stabilizer Code
- Tensor Networks for Explainable Machine Learning in Cybersecurity
- Explainable Natural Language Processing with Matrix Product States
- Emergent fermionic gauge theory and foliated fracton order in the Chamon model
- Hierarchy of Entanglement Renormalization and Long-Range Entangled States
- Geometric encoding of renormalization group functions in an emergent holographic dual description
- Equivalence of cost concentration and gradient vanishing for quantum circuits: An elementary proof in the Riemannian formulation
- NoRA: A Tensor Network Ansatz for Volume-Law Entangled Equilibrium States of Highly Connected Hamiltonians
- Quantum error correction and entanglement spectrum in tensor networks
- Replica exchange molecular dynamics optimization of tensor network states for quantum many-body systems
- MERA as a holographic strange correlator
- Generalization of the tensor renormalization group approach to 3-D or higher dimensions
- Superuniversality from disorder at two-dimensional topological phase transitions
- Entanglement Entropy with Lifshitz Fermions
- Monte Carlo simulations of two-dimensional fermion systems with string-bond states
- Tensor Network Computations That Capture Strict Variationality, Volume Law Behavior, and the Efficient Representation of Neural Network States
- Eigenmodes of the Laplacian on Hyperbolic Lattices
- Magic entanglement renormalization for quantum fields
- Composite anyon coding and the initialization of a topological quantum computer
- Compass model on a ladder and square clusters
- Accuracy vs Memory Advantage in the Quantum Simulation of Stochastic Processes
- Fermionic criticality is shaped by Fermi surface topology: a case study of the Tomonaga-Luttinger liquid
- Emergent dual holographic description as a non-perturbative generalization of the Wilsonian renormalization group
- Hybrid quantum-classical algorithm for the transverse-field Ising model in the thermodynamic limit
- Short-time vs. long-time dynamics of entanglement in quantum lattice models
- Absence of barren plateaus and scaling of gradients in the energy optimization of isometric tensor network states
- Transition of a topologically ordered phase to trivial and critical phases
- Branching MERA codes: a natural extension of polar codes
- Nearly degenerate ground states of a checkerboard antiferromagnet and their bosonic interpretation
- Statistical Mechanics Approach to the Holographic Renormalization Group: Bethe Lattice Ising Model and p-adic AdS/CFT
- Complexity Growth, Butterfly Velocity and Black hole Thermodynamics
- Tensor renormalization group approach to classical dimer models
- Topological and Geometric Universal Thermodynamics in Conformal Field Theory
- Edge--Entanglement correspondence for gapped topological phases with symmetry
- Capturing long-range memory structures with tree-geometry process tensors
- Convergence and Quantum Advantage of Trotterized MERA for Strongly-Correlated Systems
- Renormalization of Ising cage-net model and generalized foliation
- Tensor chain and constraints in tensor networks
- Matrix product approximations to multipoint functions in two-dimensional conformal field theory
- Note on surface growth approach for bulk reconstruction
- Entanglement renormalization for gauge invariant quantum fields
- Perfect discretizations as a gateway to one-loop partition functions for 4D gravity
- From entanglement renormalisation to the disentanglement of quantum double models
- Gapless Spin Liquid and Non-local Corner Excitation in the Spin-1/2 Heisenberg Antiferromagnet on Fractal
- A Multi-Scale Tensor Network Architecture for Classification and Regression
- Classification of topological symmetry sectors on anyon rings
- Singular-Value-Decomposition Analysis of Associative Memory in a Neural Network
- Holographic analysis of boundary correlation functions for the hyperbolic-lattice Ising model
- Quantum resource theory of coding for error correction
- Wilson Action for the Model
- Holographic entanglement renormalisation of topological order in a quantum liquid
- Quantum computation and the evaluation of tensor networks
- Tensor-product representations for string-net condensed states
- Quantum Impurity in Luttinger Liquid: Universal Conductance with Entanglement Renormalization
- Two-dimensional local Hamiltonian problem with area laws is QMA-complete
- Geometry and Dynamics of Emergent Spacetime from Entanglement Spectrum
- Matrix product approximations to conformal field theories
- Bosonic entanglement renormalization circuits from wavelet theory
- Exact phase diagram and topological phase transitions of the XYZ spin chain
- Entanglement transfer from quantum matter to classical geometry in an emergent holographic dual description of a scalar field theory
- Entanglement structures from modified IR geometry
- Single-shot holographic compression from the area law
- Generalized mean field description of entanglement in dimerized spin systems
- Méthodes de calcul avec réseaux de tenseurs en physique (Basic tensor network computations in physics)
- Tensor Networks for Simulating Quantum Circuits on FPGAs
- Distinguishing Phases with Ansatz Wavefunctions
- Emergent geometry and path integral optimization for a Lifshitz action
- Probabilistic Inference in the Era of Tensor Networks and Differential Programming
- Holographic Interpretation of Shannon Entropy of Coherence of Quantum Pure States
- Ground-state properties of the one-dimensional Hubbard model with pairing potential
- Squeezing in driven bimodal Bose-Einstein Condensates: Erratic driving versus noise
- Three-dimensional real space renormalization group with well-controlled approximations
- Fermionic tensor network contraction for arbitrary geometries
- Reducing Memory Cost of Exact Diagonalization using Singular Value Decomposition
- Entanglement Continuous Unitary Transformations
- Holographic Dynamics from Multiscale Entanglement Renormalization Ansatz
- Emergent magnetic order in the antiferromagnetic Kitaev model with a [111] field
- Entanglement renormalization of thermofield double states
- Quantum Decimation in Hilbert Space: Coarse-Graining without Structure
- Universal edge information from wave-function deformation
- Exact block encoding of imaginary time evolution with universal quantum neural networks
- Tunable Geometries in Sparse Clifford Circuits
- Lattice Unruh effect and world-line entanglement for the XXZ chain
- Area laws and efficient descriptions of quantum many-body states
- Provable superior accuracy in machine learned quantum models
- Entanglement perturbation theory for the quantum ground states in two dimensions
- Cubic ferromagnet and emergent symmetry on its phase boundary
- Field equations and particle motion in covariant emergent gravity
- Meson thermalization with a hot medium in the open Schwinger model
- The Large Limit of icMERA and Holography
- Exact Renormalization of Wave Functionals yields Continuous MERA
- Emergent geometry, thermal CFT and surface/state correspondence
- Coarse-grained spectral projection (CGSP): a deep learning-assisted approach to quantum unitary dynamics
- Exact renormalization group for wave functionals
- Practical variational tomography for critical 1D systems
- A Matrix Product State Model for Simultaneous Classification and Generation
- 3D Tensor Renormalisation Group at High Temperatures
- Spin-spin correlations between two Kondo impurities coupled to an open Hubbard chain
- Classical Holographic Codes
- Tensor Renormalization Group for interacting quantum fields
- Operator-algebraic renormalization and wavelets
- Entanglement compression in scale space: from the multiscale entanglement renormalization ansatz to matrix product operators
- Simulating quantum circuits using the multi-scale entanglement renormalization ansatz
- Note on quantum entanglement and quantum geometry
- Loop update for infinite projected entangled-pair states in two spatial dimensions
- Strictly local tensor networks for short-range topological insulators
- Unifying O(3) Equivariant Neural Networks Design with Tensor-Network Formalism
- Quantum order by disorder in Frustrated Spin Nanotubes
- TensorKrowch: Smooth integration of tensor networks in machine learning
- One-half reflected entropy is not a lower bound for entanglement of purification
- Squashed Entanglement from Generalized Rindler Wedge
- Entanglement renormalization for chiral topological phases
- Bang-bang preparation of quantum many-body ground states in two dimensions: optimization of the algorithm with a two-dimensional tensor network
- Time Evolution and Deterministic Optimisation of Correlator Product States
- Constructive Fermionic Matrix Product States for Projected Fermi Sea
- Finite-size scaling on the torus with periodic projected entangled-pair states
- Tensor network non-zero testing
- p-adic CFT is a holographic tensor network
- A new perspective to formulate a dissipative thermo field dynamics
- Entanglement and area law with a fractal boundary in a topologically ordered phase
- Quantum Darwinism-encoding transitions on expanding trees
- Holographic Classical Shadow Tomography
- Entanglement entropy of physical states in hypercuboidally truncated spin foam quantum gravity
- Scaling of contraction costs for entanglement renormalization algorithms including tensor Trotterization and variational Monte Carlo
- Celestial Quantum Error Correction II: From Qudits to Celestial CFT
- Adiabatic ground state preparation in an expanding lattice
- Entanglement renormalization of anisotropic XY model
- An exact real-space renormalization method and applications
- Mode folding in systems with local interaction: unitary and non-unitary transformations using tensor states
- Improving accuracy of tree-tensor network approach by optimization of network structure
- Efficient modeling of superconducting quantum circuits with tensor networks
- Quantum Phase Transitions in Long-Range Interacting Hyperuniform Spin Chains in a Transverse Field
- Thesis: Tensor networks for dynamic spacetimes
- Generalised ansatz for continuous Matrix Product States
- Entanglement Renormalization of the class of Continuous Matrix Product States
- Provably efficient neural network representation for image classification
- Exact bosonic Matrix Product States (and holography)
- On the Entanglement Entropy in Gaussian cMERA
- Scale-Invariant Continuous Entanglement Renormalization of a Chern Insulator
- Inverse Mellin Transformation of Continuous Singular Value Decomposition: A Route to Holographic Renormalization
- Error metric for non-trace-preserving quantum operations
- Improved Matrix Product Operator Renormalization Group: application to the N-color random Ashkin-Teller chain
- Estimating entanglement in 2D Heisenberg model in the strong rung-coupling limit
- Zero Curvature Condition for Quantum Criticality
- Building Entanglement Entropy out of Correlation Functions for Interacting Fermions
- Reductions in finite-dimensional quantum mechanics: from symmetries to operator algebras and beyond
- Density matrix representation of hybrid tensor networks for noisy quantum devices
- Essential difference between 2D and 3D from the perspective of real-space renormalization group
- Tensor Network for Supervised Learning at Finite Temperature
- Pushing Tensor Networks to the Limit
- Unconventional supersymmetric quantum mechanics in spin systems
- Implicitly disentangled renormalization
- Multilayer wave functions: A recursive coupling of local excitations
- Black hole as a multipartite entangler: multi-entropy in AdS/CFT
- Bound on entanglement in neural quantum states
- Variational boundary based tensor network renormalization group
- The Software Landscape for the Density Matrix Renormalization Group
- Entanglement across scales: Quantics tensor trains as a natural framework for renormalization
- Symmetry-Protected Local Minima in Infinite DMRG
- Fractal decompositions and tensor network representations of Bethe wavefunctions
- A Lindbladian for exact renormalization of density operators in QFT
- Entanglement renormalization of fractonic anisotropic Laplacian models
- Parent Hamiltonian for Fully-augmented Matrix Product States
- Entanglement renormalization for quantum fields with boundaries and defects
- Entanglement distance between quantum states and its implications for density-matrix-renormalization-group study of degenerate ground-states
- Snapshot spectra in the world-line quantum Monte Carlo for one-dimensional quantum spin systems
- Logarithmic growth of peripheral entanglement concentrated via noisy measurements in a star network of spins
- Layer-by-layer disentangling two-dimensional topological quantum codes
- Tensor Network Efficiently Representing Schmidt Decomposition of Quantum Many-Body States
- Entanglement in simple spin networks with a boundary
- Symmetries and field tensor network states
- Optimal Matrix Product States for the Heisenberg Spin Chain
- Tensor Ring Decomposition: Optimization Landscape and One-loop Convergence of Alternating Least Squares
- Geometry of Entanglement
- Low energy properties of non-perturbative quantum systems: a space reduction approach
- Entanglement renormalization and symmetry fractionalization
- Finite size effect on quantum correlations
- A tensor network representation of path integrals: Implementation and analysis
- Locally Purified Maximally Mixed States At Scale: Entanglement Pruning and Symmetries
- Quantum batteries at the verge of a phase transition
- On the merit of a Central Limit Theorem-based approximation in statistical physics
- Half-Chain Entanglement Entropy in the One-Dimensional Spinless Fermion Model
- Comparison between renormalization group derived emergent dual holography and string theory based holographic duality
- Quantum Hall Effect and Black Hole Entropy in Loop Quantum Gravity
- Tensor-Network study of Ising model on infinite hyperbolic dodecahedral lattice
- Quantum Entanglement on Cosmological Scale
- Holographic entanglement renormalisation for fermionic quantum matter
- Are there any Landau poles in wavelet-based quantum field theory?
- Exact Mappings in Condensed Matter Physics
- Tensor Network Lattice Boltzmann Method for Data-Compressed Fluid Simulations
- Phase structure of the one-dimensional lattice gauge theory with second nearest-neighbor interactions
- Quantum Effects In Low Temperature Bosonic Systems
- Planon-modular fracton orders
- Preparing Code States via Seed-Entangler-Enriched Sequential Quantum Circuits: Application to Tetra-Digit Topological Error-Correcting Codes
- TTNOpt: Tree tensor network package for high-rank tensor compression
- Leaf-to-leaf distances in Catalan trees
- The behavior of the entanglement entropy in interacting quasi-1D systems and its consequences for their efficient numerical study
- Entanglement-based tensor-network strong-disorder renormalization group
- Truncating loopy tensor networks by zero-mode gauge fixing
- Surface/state correspondence and bulk local operators in pp-wave holography
- Emulation of large-scale qubit registers with a phase-space approach
- Quantum Singular Value Decomposition of Spin Correlation Matrix in One-Dimensional Heisenberg Model
- Entanglement and its applications in systems with many degrees of freedom
- Coarse-Grained Fixed-Point Tensor Networks and Holographic Reflected Entropy in 3D Gravity
- (Quantum) Fractional Brownian Motion and Multifractal Processes under the Loop of a Tensor Networks
- Weak coupling theory of nickel-based 327 superconductors
- Quantum Entanglement of Anyonic Charges and Emergent Spacetime Geometry
- Symmetry-Protected Topological relationship between and in Two Dimension
- Fracton models from product codes
- Random Walk of Bipartite Spins in a Classicalized Holographic Tensor Network
- Classical Neural Networks on Quantum Devices via Tensor Network Disentanglers: A Case Study in Image Classification
- Holographic Aspects of Dynamical Mean-Field Theory