Extracting Quantum Many-Body Scarred Eigenstates with Matrix Product States
arXiv:2211.05140 · doi:10.1103/PhysRevLett.131.020402
Abstract
Quantum many-body scarred systems host nonthermal excited eigenstates immersed in a sea of thermal ones. In cases where exact expressions for these special eigenstates are not known, it is computationally demanding to distinguish them from their exponentially many thermal neighbors. We propose a matrix-product-state (MPS) algorithm, dubbed DMRG-S, to extract such states at system sizes far beyond the scope of exact diagonalization. Using this technique, we obtain scarred eigenstates in Rydberg-blockaded chains of up to 80 sites and perform a finite-size scaling study to address the lingering question of the stability for the Néel state revivals in the thermodynamic limit. Our method also provides a systematic way to obtain exact MPS representations for scarred eigenstates near the target energy without a priori knowledge. In particular, we find several new scarred eigenstates with exact MPS representations in kinetically constrained spin and clock models. The combination of numerical and analytical investigations in our work provides a new methodology for future studies of quantum many-body scars.
arXiv comment7+14 pages, 3+9 figures
References in corpus (70)
- The density-matrix renormalization group in the age of matrix product states
- Chaos and Quantum Thermalization
- Thermalization and its mechanism for generic isolated quantum systems
- Probing many-body dynamics on a 51-atom quantum simulator
- Many body localization and thermalization in quantum statistical mechanics
- A Practical Introduction to Tensor Networks: Matrix Product States and Projected Entangled Pair States
- Many-body localization, thermalization, and entanglement
- Dipole Blockade and Quantum Information Processing in Mesoscopic Atomic Ensembles
- Fast quantum gates for neutral atoms
- Many-body localization edge in the random-field Heisenberg chain
- The ITensor Software Library for Tensor Network Calculations
- Quantum many-body scars
- Matrix Product States and Projected Entangled Pair States: Concepts, Symmetries, and Theorems
- Eigenstate Thermalization Hypothesis
- Quantum Many-Body Scars and Weak Breaking of Ergodicity
- Area laws in a many-body localized state and its implications for topological order
- Quantum Many-Body Scars and Hilbert Space Fragmentation: A Review of Exact Results
- Quantum scarred eigenstates in a Rydberg atom chain: entanglement, breakdown of thermalization, and stability to perturbations
- Testing whether all eigenstates obey the Eigenstate Thermalization Hypothesis
- Controlling many-body dynamics with driven quantum scars in Rydberg atom arrays
- Emergent SU(2) dynamics and perfect quantum many-body scars
- Entanglement of Exact Excited States of AKLT Models: Exact Results, Many-Body Scars and the Violation of Strong ETH
- Periodic orbits, entanglement and quantum many-body scars in constrained models: matrix product state approach
- Systematic Construction of Counterexamples to the Eigenstate Thermalization Hypothesis
- Exact Quantum Many-Body Scar States in the Rydberg-Blockaded Atom Chain
- Weak Ergodicity Breaking and Quantum Many-Body Scars in Spin-1 XY Magnets
- Exact Excited States of Non-Integrable Models
- Lattice gauge theories and string dynamics in Rydberg atom quantum simulators
- Observing non-ergodicity due to kinetic constraints in tilted Fermi-Hubbard chains
- Signatures of integrability in the dynamics of Rydberg-blockaded chains
- Quantum Many-Body Scars: A Quasiparticle Perspective
- Quantum Many-Body Scar States with Emergent Kinetic Constraints and Finite-Entanglement Revivals
- Eta-Pairing in Hubbard Models: From Spectrum Generating Algebras to Quantum Many-Body Scars
- Observation of many-body scarring in a Bose--Hubbard quantum simulator
- Obtaining highly-excited eigenstates of many-body localized Hamiltonians by the density matrix renormalization group
- Quantum Many-Body Scars and Space-Time Crystalline Order from Magnon Condensation
- Real Time Dynamics and Confinement in the Schwinger-Weyl lattice model for 1+1 QED
- Finding matrix product state representations of highly-excited eigenstates of many-body localized Hamiltonians
- Quantum scars from zero modes in an Abelian lattice gauge theory on ladders
- Many-body localisation implies that eigenvectors are matrix-product states
- Systematic construction of scarred many-body dynamics in 1D lattice models
- Large Classes of Quantum Scarred Hamiltonians from Matrix Product States
- Exact three-colored quantum scars from geometric frustration
- Many-body Hilbert space scarring on a superconducting processor
- Power-Law Entanglement Spectrum in Many-Body Localized Phases
- Topological many-body scar states in dimensions 1, 2, and 3
- Quantum many-body scars from virtual entangled pairs
- Nature of Many-Body Localization and Transitions by Density Matrix Renormaliztion Group and Exact Diagonalization Studies
- Slow quantum thermalization and many-body revivals from mixed phase space
- Correspondence principle for many-body scars in ultracold Rydberg atoms
- A proposal for realising quantum scars in the tilted 1D Fermi-Hubbard model
- Quantum scars of bosons with correlated hopping
- Weak Ergodicity Breaking in the Schwinger Model
- Hilbert Space Fragmentation and Exact Scars of Generalized Fredkin Spin Chains
- Slow Thermalization of Exact Quantum Many-Body Scar States Under Perturbations
- Exact many-body scars and their stability in constrained quantum chains
- Many-Body Spectral Reflection Symmetry and Protected Infinite-Temperature Degeneracy
- Rainbow Scars: From Area to Volume Law
- Prominent quantum many-body scars in a truncated Schwinger model
- Scars from protected zero modes and beyond in quantum link and quantum dimer models
- The fate of quantum many-body scars in the presence of disorder
- Exact Quantum Scars in the Chiral Non-Linear Luttinger Liquid
- Area-law entangled eigenstates from nullspaces of local Hamiltonians
- Quantum Information Scrambling in Quantum Many-body Scarred Systems
- Quantum many-body scars in bipartite Rydberg arrays originate from hidden projector embedding
- Entanglement scaling of excited states in large one-dimensional many-body localized systems
- Composite Spin Approach to the Blockade Effect in Rydberg Atom Arrays
- An algorithm to explore entanglement in small systems
- Stability of scar states in 2D PXP model against random disorders
- Number of zero-energy eigenstates in the PXP model
Cited by in corpus (12)
- Preparing quantum many-body scar states on quantum computers
- Emergent symmetries in prethermal phases of periodically driven quantum systems
- Non-thermal eigenstates and slow relaxation in quantum Fredkin spin chains
- Exploring quantum criticality and ergodicity-breaking dynamics in spin-1 Kitaev chains via single-ion anisotropies
- Detecting Many-Body Scars from Fisher Zeros
- Scar-induced imbalance in staggered Rydberg ladders
- Uncovering Quantum Many-body Scars with Quantum Machine Learning
- Efficient and systematic calculation of arbitrary observables for the matrix product state excitation ansatz
- ScarFinder: a detector of optimal scar trajectories in quantum many-body dynamics
- Quantum Complexity in Rule-Based Constrained Many-Body Models: Scars, Fragmentation, and Chaos
- Gaussian state approximation of quantum many-body scars
- Imaginary Time Spectral Transforms for Excited State Preparation