Characterizing dynamical criticality of many-body localization transitions from the Fock-space perspective
- URL: http://arxiv.org/abs/2405.18188v2
- Date: Fri, 28 Mar 2025 08:05:53 GMT
- Title: Characterizing dynamical criticality of many-body localization transitions from the Fock-space perspective
- Authors: Zheng-Hang Sun, Yong-Yi Wang, Jian Cui, Heng Fan, Markus Heyl,
- Abstract summary: We study the dynamics of the displacement, the spread of the radial probability distribution in the Fock space, for three systems with many-body localization transitions (MBLTs)<n>We find that the BKT-type scaling provides a more accurate description of the MBLTs in the random model and the Floquet model, yielding larger (finite-size) critical points compared to those obtained from power-law scaling.
- Score: 7.833151262481605
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Characterizing the nature of many-body localization transitions (MBLTs) and their potential critical behaviors has remained a challenging problem. In this work, we study the dynamics of the displacement, quantifying the spread of the radial probability distribution in the Fock space, for three systems with MBLTs, i.e., the Hamiltonian models with quasiperiodic and random fields, as well as a random-circuit Floquet model of a MBLT. We then perform a finite-size scaling analysis of the long-time averaged displacement by considering two types of ansatz for MBLTs, i.e., continuous and BKT transitions. The data collapse based on the assumption of a continuous phase transition with power-law correlation length reveals that the scaling exponent of the MBLT induced by random field is close to that of the Floquet model, but significantly differes from the quasiperiodic model. Additionally, we find that the BKT-type scaling provides a more accurate description of the MBLTs in the random model and the Floquet model, yielding larger (finite-size) critical points compared to those obtained from power-law scaling. Our work highlights that the displacement is a valuable tool for studying MBLTs, as relevant to ongoing experimental efforts.
Related papers
- DimOL: Dimensional Awareness as A New 'Dimension' in Operator Learning [63.5925701087252]
We introduce DimOL (Dimension-aware Operator Learning), drawing insights from dimensional analysis.
To implement DimOL, we propose the ProdLayer, which can be seamlessly integrated into FNO-based and Transformer-based PDE solvers.
Empirically, DimOL models achieve up to 48% performance gain within the PDE datasets.
arXiv Detail & Related papers (2024-10-08T10:48:50Z) - The Fock-space landscape of many-body localisation [0.0]
This article reviews recent progress in understanding the physics of many-body localisation (MBL) in disordered and interacting quantum many-body systems.
We map the dynamics of the many-body system onto that of a fictitious single particle on the high-dimensional, correlated and disordered Fock-space graph.
We discuss in detail the nature of eigenstate correlations on the Fock space, both static and dynamic, and in the ergodic and many-body localised phases as well as in the vicinity of the MBL transition.
arXiv Detail & Related papers (2024-08-22T18:52:21Z) - Constrained Exploration via Reflected Replica Exchange Stochastic Gradient Langevin Dynamics [10.290462113848054]
ReSGLD is an effective tool for non-vinquadatic learning tasks in large-scale datasets.
We explore the role of the simulation efficiency in constrained multi-modal distributions and image classification.
arXiv Detail & Related papers (2024-05-13T15:25:03Z) - Quantum-critical properties of the one- and two-dimensional random transverse-field Ising model from large-scale quantum Monte Carlo simulations [0.0]
We study the ferromagnetic transverse-field Ising model with quenched disorder at $T = 0$ in one and two dimensions.
The emphasis on effective zero-temperature simulations resolves several inconsistencies in existing literature.
arXiv Detail & Related papers (2024-03-08T11:20:42Z) - Theory of free fermions dynamics under partial post-selected monitoring [49.1574468325115]
We derive a partial post-selected Schrdinger"o equation based on a microscopic description of continuous weak measurement.
We show that the passage to the monitored universality occurs abruptly at finite partial post-selection.
Our approach establishes a way to study MiPTs for arbitrary subsets of quantum trajectories.
arXiv Detail & Related papers (2023-12-21T16:53:42Z) - Quench dynamics in higher-dimensional Holstein models: Insights from Truncated Wigner Approaches [41.94295877935867]
We study the melting of charge-density waves in a Holstein model after a sudden switch-on of the electronic hopping.
A comparison with exact data obtained for a Holstein chain shows that a semiclassical treatment of both the electrons and phonons is required in order to correctly describe the phononic dynamics.
arXiv Detail & Related papers (2023-12-19T16:14:01Z) - Measurement induced criticality in quasiperiodic modulated random hybrid circuits [0.0]
We study one-dimensional hybrid quantum circuits perturbed by quenched quasiperiodic (QP) modulations across the measurement-induced phase transition (MIPT)
We numerically determine the associated critical properties, including the correlation length exponent consistent with saturating the Luck bound, and a universal activated dynamical scaling with activation exponent $psi cong beta$.
arXiv Detail & Related papers (2023-08-07T18:00:08Z) - Tensor network simulation of the quantum Kibble-Zurek quench from the
Mott to superfluid phase in the two-dimensional Bose-Hubbard model [0.0]
We show that even relatively short ramp/quench times allow one to test the power laws predicted by the KZ mechanism (KZM)
They can be verified for the correlation length and the excitation energy but the most reliable test is based on the KZM scaling hypothesis for the single particle correlation function.
arXiv Detail & Related papers (2023-02-26T16:41:44Z) - 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) - Slow semiclassical dynamics of a two-dimensional Hubbard model in
disorder-free potentials [77.34726150561087]
We show that introduction of harmonic and spin-dependent linear potentials sufficiently validates fTWA for longer times.
In particular, we focus on a finite two-dimensional system and show that at intermediate linear potential strength, the addition of a harmonic potential and spin dependence of the tilt, results in subdiffusive dynamics.
arXiv Detail & Related papers (2022-10-03T16:51:25Z) - Beyond the Edge of Stability via Two-step Gradient Updates [49.03389279816152]
Gradient Descent (GD) is a powerful workhorse of modern machine learning.
GD's ability to find local minimisers is only guaranteed for losses with Lipschitz gradients.
This work focuses on simple, yet representative, learning problems via analysis of two-step gradient updates.
arXiv Detail & Related papers (2022-06-08T21:32:50Z) - Photoinduced prethermal order parameter dynamics in the two-dimensional
large-$N$ Hubbard-Heisenberg model [77.34726150561087]
We study the microscopic dynamics of competing ordered phases in a two-dimensional correlated electron model.
We simulate the light-induced transition between two competing phases.
arXiv Detail & Related papers (2022-05-13T13:13:31Z) - Stability of many-body localization in Floquet systems [0.0]
finite size effects at the MBL transition are less severe than in the random field XXZ spin chains widely studied in the context of MBL.
We observe consistent signatures of the transition to MBL phase for several indicators of ergodicity breaking in the kicked Ising model.
arXiv Detail & Related papers (2022-03-29T16:00:32Z) - Efficient CDF Approximations for Normalizing Flows [64.60846767084877]
We build upon the diffeomorphic properties of normalizing flows to estimate the cumulative distribution function (CDF) over a closed region.
Our experiments on popular flow architectures and UCI datasets show a marked improvement in sample efficiency as compared to traditional estimators.
arXiv Detail & Related papers (2022-02-23T06:11:49Z) - Scalable approach to many-body localization via quantum data [69.3939291118954]
Many-body localization is a notoriously difficult phenomenon from quantum many-body physics.
We propose a flexible neural network based learning approach that circumvents any computationally expensive step.
Our approach can be applied to large-scale quantum experiments to provide new insights into quantum many-body physics.
arXiv Detail & Related papers (2022-02-17T19:00:09Z) - Dynamical quantum phase transitions in the one-dimensional extended
Fermi-Hubbard model [0.0]
We study the emergence of dynamical quantum phase transitions (DQPTs) in a half-filled one-dimensional lattice.
We identify several types of sudden interaction quenches which lead to DQPTs.
State-of-the-art cold-atom quantum simulators constitute ideal platforms to implement several reported DQPTs experimentally.
arXiv Detail & Related papers (2021-09-16T04:12:50Z) - Rotating Majorana Zero Modes in a disk geometry [75.34254292381189]
We study the manipulation of Majorana zero modes in a thin disk made from a $p$-wave superconductor.
We analyze the second-order topological corner modes that arise when an in-plane magnetic field is applied.
We show that oscillations persist even in the adiabatic phase because of a frequency independent coupling between zero modes and excited states.
arXiv Detail & Related papers (2021-09-08T11:18:50Z) - Operator scaling dimensions and multifractality at measurement-induced
transitions [0.0]
Repeated local measurements of quantum many body systems can induce a phase transition in their entanglement structure.
We probe the properties of the conformal field theories governing these phase transitions using a numerical transfer-matrix method.
Our results provide convincing evidence that the generic and Clifford MIPTs lie in different classes and that both are distinct from the percolation transition for qudits in the limit of large onsite Hilbert space dimension.
arXiv Detail & Related papers (2021-07-07T18:00:01Z) - Detecting delocalization-localization transitions from full density
distributions [0.0]
Characterizing the delocalization transition in closed quantum systems with a many-body localized phase is a key open question in the field of nonequilibrium physics.
We study its scaling behavior across delocalozation transitions and identify critical points from scaling collapses of numerical data.
We observe a distinctively different scaling behavior in the case of interacting fermions with random disorder consistent with a Kosterlitz-Thouless transition.
arXiv Detail & Related papers (2021-05-21T21:39:27Z) - Probing eigenstate thermalization in quantum simulators via
fluctuation-dissipation relations [77.34726150561087]
The eigenstate thermalization hypothesis (ETH) offers a universal mechanism for the approach to equilibrium of closed quantum many-body systems.
Here, we propose a theory-independent route to probe the full ETH in quantum simulators by observing the emergence of fluctuation-dissipation relations.
Our work presents a theory-independent way to characterize thermalization in quantum simulators and paves the way to quantum simulate condensed matter pump-probe experiments.
arXiv Detail & Related papers (2020-07-20T18:00:02Z) - The role of boundary conditions in quantum computations of scattering
observables [58.720142291102135]
Quantum computing may offer the opportunity to simulate strongly-interacting field theories, such as quantum chromodynamics, with physical time evolution.
As with present-day calculations, quantum computation strategies still require the restriction to a finite system size.
We quantify the volume effects for various $1+1$D Minkowski-signature quantities and show that these can be a significant source of systematic uncertainty.
arXiv Detail & Related papers (2020-07-01T17:43:11Z) - Chain breaking and Kosterlitz-Thouless scaling at the many-body
localization transition in the random field Heisenberg spin chain [0.0]
In one dimension the many-body localization transition is accompanied by a spin freezing mechanism which causes chain breakings in the thermodynamic limit.
We show that such chain breakings directly probe the typical localization length, and that their scaling properties at the MBL transition agree with the Kosterlitz-Thouless scenario predicted by renormalization group approaches.
arXiv Detail & Related papers (2020-04-06T17:51:12Z)
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.