Scaling properties of a spatial one-particle density-matrix entropy in
many-body localized systems
- URL: http://arxiv.org/abs/2011.02200v2
- Date: Sat, 10 Jul 2021 13:49:01 GMT
- Title: Scaling properties of a spatial one-particle density-matrix entropy in
many-body localized systems
- Authors: Miroslav Hopjan, Fabian Heidrich-Meisner, Vincenzo Alba
- Abstract summary: We investigate a quantum entropy extracted from the one-particle density matrix (OPDM) in one-dimensional interacting fermions.
We numerically show that the OPDM entropy of the eigenstates obeys an area law.
- Score: 0.0
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: We investigate a spatial subsystem entropy extracted from the one-particle
density matrix (OPDM) in one-dimensional disordered interacting fermions that
host a many-body localized (MBL) phase. Deep in the putative MBL regime, this
OPDM entropy exhibits the salient features of localization, despite not being a
proper entanglement measure. We numerically show that the OPDM entropy of the
eigenstates obeys an area law. Similar to the von-Neumann entropy, the OPDM
entropy grows logarithmically with time after a quantum quench, albeit with a
different prefactor. Both these features survive at moderately large
interactions and well towards the transition into the ergodic phase. The
computational cost to calculate the OPDM entropy scales only polynomially with
the system size, suggesting that the OPDM provides a promising starting point
for developing diagnostic tools for MBL in simulations and experiments.
Related papers
- Rényi entropy of the permutationally invariant part of the ground state across a quantum phase transition [0.0]
We investigate the role of the permutationally invariant part of the density matrix (PIDM) in capturing the properties of the ground state of the system during a quantum phase transition.
Considering the transverse-field Ising chain as an example, we compute the second-order R'enyi entropy of PIDM for the ground state.
We discuss the cause of these behaviors of the R'enyi entropy of PIDM, examining the possible application of this experimentally tractable quantity to the analysis of phase transition phenomena.
arXiv Detail & Related papers (2024-04-12T10:45:38Z) - Many-body entropies and entanglement from polynomially-many local measurements [0.26388783516590225]
We show that efficient estimation strategies exist under the assumption that all the spatial correlation lengths are finite.
We argue that our method could be practically useful to detect bipartite mixed-state entanglement for large numbers of qubits available in today's quantum platforms.
arXiv Detail & Related papers (2023-11-14T12:13:15Z) - Comparing bipartite entropy growth in open-system matrix-product
simulation methods [0.0]
We compare the entropy growth relevant to the complexity of matrix-product representations in open-system simulations.
We show that the bipartite entropy in the MPDO description (operator entanglement, OE) generally scales more favorably with time than the entropy in QT+MPS.
arXiv Detail & Related papers (2023-03-16T15:59:59Z) - Evolution of many-body systems under ancilla quantum measurements [58.720142291102135]
We study the concept of implementing quantum measurements by coupling a many-body lattice system to an ancillary degree of freedom.
We find evidence of a disentangling-entangling measurement-induced transition as was previously observed in more abstract models.
arXiv Detail & Related papers (2023-03-13T13:06:40Z) - Universality of critical dynamics with finite entanglement [68.8204255655161]
We study how low-energy dynamics of quantum systems near criticality are modified by finite entanglement.
Our result establishes the precise role played by entanglement in time-dependent critical phenomena.
arXiv Detail & Related papers (2023-01-23T19:23:54Z) - Full counting statistics as probe of measurement-induced transitions in
the quantum Ising chain [62.997667081978825]
We show that local projective measurements induce a modification of the out-of-equilibrium probability distribution function of the local magnetization.
In particular we describe how the probability distribution of the former shows different behaviour in the area-law and volume-law regimes.
arXiv Detail & Related papers (2022-12-19T12:34:37Z) - Optimality Guarantees for Particle Belief Approximation of POMDPs [55.83001584645448]
Partially observable Markov decision processes (POMDPs) provide a flexible representation for real-world decision and control problems.
POMDPs are notoriously difficult to solve, especially when the state and observation spaces are continuous or hybrid.
We propose a theory characterizing the approximation error of the particle filtering techniques that these algorithms use.
arXiv Detail & Related papers (2022-10-10T21:11:55Z) - Non-Markovian Stochastic Schr\"odinger Equation: Matrix Product State
Approach to the Hierarchy of Pure States [65.25197248984445]
We derive a hierarchy of matrix product states (HOMPS) for non-Markovian dynamics in open finite temperature.
The validity and efficiency of HOMPS is demonstrated for the spin-boson model and long chains where each site is coupled to a structured, strongly non-Markovian environment.
arXiv Detail & Related papers (2021-09-14T01:47:30Z) - Characterizing many-body localization via exact disorder-averaged
quantum noise [0.0]
Many-body localized (MBL) phases of disordered quantum many-particle systems have a number of unique properties.
We characterize the quantum noise that a disordered spin system exerts on its parts via an influence matrix (IM)
Viewed as a wavefunction in the space of trajectories of an individual spin, the IM exhibits slow scaling of temporal entanglement in the MBL phase.
arXiv Detail & Related papers (2020-12-01T19:01:31Z) - A Rigorous Link Between Self-Organizing Maps and Gaussian Mixture Models [78.6363825307044]
This work presents a mathematical treatment of the relation between Self-Organizing Maps (SOMs) and Gaussian Mixture Models (GMMs)
We show that energy-based SOM models can be interpreted as performing gradient descent.
This link allows to treat SOMs as generative probabilistic models, giving a formal justification for using SOMs to detect outliers, or for sampling.
arXiv Detail & Related papers (2020-09-24T14:09:04Z) - Holographic quantum algorithms for simulating correlated spin systems [0.0]
We present a suite of "holographic" quantum algorithms for efficient ground-state preparation and dynamical evolution of correlated spin-systems.
The algorithms exploit the equivalence between matrix-product states (MPS) and quantum channels, along with partial measurement and qubit re-use.
As a demonstration of the potential resource savings, we implement a holoVQE simulation of the antiferromagnetic Heisenberg chain on a trapped-ion quantum computer.
arXiv Detail & Related papers (2020-05-06T18:00:01Z)
This list is automatically generated from the titles and abstracts of the papers in this site.
This site does not guarantee the quality of this site (including all information) and is not responsible for any consequences.