Dynamical purification and the emergence of quantum state designs from the projected ensemble
arXiv:2204.13657 · doi:10.1103/PRXQuantum.4.030322
Abstract
Quantum thermalization in a many-body system is defined by the approach of local subsystems towards a universal form, describable as an ensemble of quantum states wherein observables acquire thermal expectation values. Recently, it was demonstrated that the distribution of these quantum states can also exhibit universal statistics, upon associating each state with the outcome of a local projective measurement of the complementary subsystem. Specifically, this collection of pure quantum states -- called the projected ensemble -- can under certain conditions mimic the behavior of a maximally entropic, uniformly random ensemble, i.e., form a {\it quantum state-design}, representing a ``deeper'' form of quantum thermalization. In this work, we investigate the dynamical process underlying this novel emergent universality. Leveraging a space-time duality mapping for one-dimensional quantum circuits, we argue that the physics of dynamical purification, which arises in the context of monitored quantum systems, constrains the the projected ensemble's approach towards the uniform distribution. We prove that absence of dynamical purification in the space-time dual dynamics (a condition realized in dual-unitary quantum circuits with appropriate initial states and final measurement bases) generically yields exact state-designs for all moments at the same time, extending previous rigorous results [Ho and Choi, Phys. Rev. Lett. {\bf 128}, 060601 (2022)]. Conversely, we show that, departing from these conditions, dynamical purification can lead to a separation of timescales between the formation of a quantum state-design for moment (regular thermalization) and for high moments (deep thermalization). Our results suggest that the projected ensemble can probe nuanced features of quantum dynamics inaccessible to regular thermalization, such as quantum information scrambling.
arXiv comment14+2 pages, 6 figures. v2: added Appendix A on monotonicity of design times, redefined v_p in base 2, added references. v3: 17+9 pages, 7+4 figures. Thoroughly reorganized presentation for clarity, many new figures, new Appendix B+C, credits to Daniel Mark for updated Appendix A
References in corpus (93)
- Supplementary information for "Quantum supremacy using a programmable superconducting processor"
- Elementary gates for quantum computation
- Chaos and Quantum Thermalization
- Thermalization and its mechanism for generic isolated quantum systems
- Many body localization and thermalization in quantum statistical mechanics
- From Quantum Chaos and Eigenstate Thermalization to Statistical Mechanics and Thermodynamics
- Aspects of Holographic Entanglement Entropy
- Many-body localization, thermalization, and entanglement
- Black holes and the butterfly effect
- Black holes as mirrors: quantum information in random subsystems
- Predicting Many Properties of a Quantum System from Very Few Measurements
- Symmetric Informationally Complete Quantum Measurements
- Randomized Benchmarking of Quantum Gates
- Robust randomized benchmarking of quantum processes
- Operator Spreading in Random Unitary Circuits
- Measurement-Induced Phase Transitions in the Dynamics of Entanglement
- Quantum Zeno Effect and the Many-body Entanglement Transition
- Chaos in quantum channels
- Quantum Entanglement Growth Under Random Unitary Dynamics
- Measurement-driven entanglement transition in hybrid quantum circuits
- Operator hydrodynamics, OTOCs, and entanglement growth in systems without conservation laws
- Quantum Simulators: Architectures and Opportunities
- Ballistic spreading of entanglement in a diffusive nonintegrable system
- Theory of the phase transition in random unitary circuits with measurements
- Measurement-induced criticality in random quantum circuits
- Measuring the scrambling of quantum information
- Entanglement and thermodynamics after a quantum quench in integrable systems
- Random Quantum Circuits
- Unitary-projective entanglement dynamics
- Chaos and complexity by design
- Quantum Error Correction in Scrambling Dynamics and Measurement-Induced Phase Transition
- Dynamical purification phase transitions induced by quantum measurements
- Randomizing quantum states: Constructions and applications
- Exact Spectral Form Factor in a Minimal Model of Many-Body Quantum Chaos
- Scalable probes of measurement-induced criticality
- Information Scrambling in Computationally Complex Quantum Circuits
- Quantum Supremacy and the Complexity of Random Circuit Sampling
- Exact Correlation Functions for Dual-Unitary Lattice Models in 1+1 Dimensions
- Emergent statistical mechanics of entanglement in random unitary circuits
- Information-theoretic bounds on quantum advantage in machine learning
- Entanglement phase transitions in measurement-only dynamics
- Measurement-induced topological entanglement transitions in symmetric random quantum circuits
- Entanglement Transitions from Holographic Random Tensor Networks
- Exact dynamics in dual-unitary quantum circuits
- Statistical mechanics of quantum error correcting codes
- Measurement and entanglement phase transitions in all-to-all quantum circuits, on quantum trees, and in Landau-Ginsburg theory
- Postselection-free entanglement dynamics via spacetime duality
- Matrix Product States for dynamical simulation of infinite chains
- Self-Organized Error Correction in Random Unitary Circuits with Measurement
- Entanglement spreading in a minimal model of maximal many-body quantum chaos
- Unitary circuits of finite depth and infinite width from quantum channels
- Onset of Random Matrix Behavior in Scrambling Systems
- Preparing random states and benchmarking with many-body quantum chaos
- Entanglement and charge-sharpening transitions in U(1) symmetric monitored quantum circuits
- Efficient classical simulation of random shallow 2D quantum circuits
- The entanglement membrane in chaotic many-body systems
- Entanglement and dynamics of diffusion-annihilation processes with Majorana defects
- Ergodic and non-ergodic dual-unitary quantum circuits with arbitrary local Hilbert space dimension
- Universality of entanglement transitions from stroboscopic to continuous measurements
- Fractal, logarithmic and volume-law entangled non-thermal steady states via spacetime duality
- Scrambling in Random Unitary Circuits: Exact Results
- Exact thermalization dynamics in the "Rule 54" Quantum Cellular Automaton
- Topological order and criticality in (2+1)D monitored random quantum circuits
- Spacetime duality between localization transitions and measurement-induced transitions
- Exact emergent quantum state designs from quantum chaotic dynamics
- Particle-Time Duality in the Kicked Ising Chain II: Applications to the Spectrum
- Particle-Time Duality in the Kicked Ising Chain I: The Dual Operator
- Operator growth and eigenstate entanglement in an interacting integrable Floquet system
- Emergent quantum state designs from individual many-body wavefunctions
- Maximum velocity quantum circuits
- Influence matrix approach to many-body Floquet dynamics
- Holographic quantum algorithms for simulating correlated spin systems
- Quantum chaos in the Brownian SYK model with large finite : OTOCs and tripartite information
- How Dynamical Quantum Memories Forget
- On the Distribution of the Wave Function for Systems in Thermal Equilibrium
- Local pairing of Feynman histories in many-body Floquet models
- Measurement-Induced Power-Law Negativity in an Open Monitored Quantum Circuit
- Random bosonic states for robust quantum metrology
- Creating ensembles of dual unitary and maximally entangling quantum evolutions
- Entanglement spreading in non-equilibrium integrable systems
- Random Matrix Spectral Form Factor of Dual-Unitary Quantum Circuits
- Many-body delocalisation as symmetry breaking
- Solvable model of deep thermalization with distinct design times
- Connecting Entanglement in Time and Space: Improving the Folding Algorithm
- Correlations in Perturbed Dual-Unitary Circuits: Efficient Path-Integral Formula
- Rule 54: Exactly solvable model of nonequilibrium statistical mechanics
- Efficient Quantum Pseudorandomness
- Closing gaps of a quantum advantage with short-time Hamiltonian dynamics
- Universal Probability Distribution for the Wave Function of a Quantum System Entangled with Its Environment
- A generalization of Schur-Weyl duality with applications in quantum estimation
- Beyond Density Matrices: Geometric Quantum States
- Quantum Information Dimension and Geometric Entropy
- Tri-unitary quantum circuits
Cited by in corpus (61)
- Solvable model of deep thermalization with distinct design times
- Pauli Spectrum and Non-stabilizerness of Typical Quantum Many-Body States
- Disordered monitored free fermions
- Probing post-measurement entanglement without post-selection
- Coherence requirements for quantum communication from hybrid circuit dynamics
- A Maximum Entropy Principle in Deep Thermalization and in Hilbert-Space Ergodicity
- Shadow tomography from emergent state designs in analog quantum simulators
- Complete Hilbert-Space Ergodicity in Quantum Dynamics of Generalized Fibonacci Drives
- Hierarchical generalization of dual unitarity
- Deep thermalization in constrained quantum systems
- Overcoming the Coherence Time Barrier in Quantum Machine Learning on Temporal Data
- Universal measurement-based quantum computation in a one-dimensional architecture enabled by dual-unitary circuits
- Postselection-free learning of measurement-induced quantum dynamics
- Quantum information spreading in generalised dual-unitary circuits
- Designs via Free Probability
- Random-matrix models of monitored quantum circuits
- Enhanced Entanglement in the Measurement-Altered Quantum Ising Chain
- Exact Thermal Eigenstates of Nonintegrable Spin Chains at Infinite Temperature
- Classical shadows based on locally-entangled measurements
- From dual-unitary to biunitary: a 2-categorical model for exactly-solvable many-body quantum dynamics
- Deep thermalization under charge-conserving quantum dynamics
- Unraveling the emergence of quantum state designs in systems with symmetry
- Branching States as The Emergent Structure of a Quantum Universe
- Exactly solvable many-body dynamics from space-time duality
- Dynamics of Pseudoentanglement
- Hilbert-Space Ergodicity in Driven Quantum Systems: Obstructions and Designs
- Extracting randomness from magic quantum states
- Deep thermalization in Gaussian continuous-variable quantum systems
- Exact Hidden Markovian Dynamics in Quantum Circuits
- Complexity is not Enough for Randomness
- Solvable entanglement dynamics in quantum circuits with generalized space-time duality
- Temporal Entanglement Barriers in Dual-Unitary Clifford Circuits with Measurements
- Optimal Conversion from Classical to Quantum Randomness via Quantum Chaos
- Fundamental charges for dual-unitary circuits
- Holographic deep thermalization for secure and efficient quantum random state generation
- Exact Correlation Functions for Dual-Unitary Quantum circuits with exceptional points
- Nonlocality of Deep Thermalization
- Random spin textures in turbulent spinor Bose-Einstein condensates
- Projected ensemble in a system with conserved charges with local support
- Chaos-assisted Turbulence in Spinor Bose-Einstein Condensates
- Universal distributions of overlaps from generic dynamics in quantum many-body systems
- Observable-projected ensembles
- Emergent unitary designs for encoded qubits from coherent errors and syndrome measurements
- Preparing matrix product states via fusion: constraints and extensions
- Matchgate circuits deeply thermalize
- Solvable Quantum Circuits in Tree+1 Dimensions
- Random Circuits in the Black Hole Interior
- Subsystem Complexity and Measurements in Holography
- On Computational Complexity of Unitary and State Design Properties
- Geometric constructions of generalized dual-unitary circuits from biunitarity
- Partial projected ensembles and spatiotemporal structure of information scrambling
- Measurement-Induced Entanglement in Conformal Field Theory
- Coherence-induced deep thermalization transition in random permutation quantum dynamics
- Information phases of partial projected ensembles generated from random quantum states and scrambling dynamics
- Gauge freedoms in unravelled quantum dynamics: When do different continuous measurements yield identical quantum trajectories?
- Fast computational deep thermalization
- Symmetry Properties of Quantum Dynamical Entropy
- Diagnosing chaos with projected ensembles of process tensors
- Do mixed states exhibit deep thermalisation?
- Vanishing correlations in stochastic and bistochastic controlled circuits
- Moments of Quantum Channel Ensembles