Scaling and localization in multipole-conserving diffusion
- URL: http://arxiv.org/abs/2304.03276v3
- Date: Tue, 2 Jan 2024 20:29:40 GMT
- Title: Scaling and localization in multipole-conserving diffusion
- Authors: Jung Hoon Han, Ethan Lake, and Sunghan Ro
- Abstract summary: We study diffusion in systems of classical particles whose dynamics conserves the total center of mass.
Fermionic systems are shown to form real-space Fermi surfaces, while bosonic versions display a real-space analog of Bose-Einstein condensation.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: We study diffusion in systems of classical particles whose dynamics conserves
the total center of mass. This conservation law leads to several interesting
consequences. In finite systems, it allows for equilibrium distributions that
are exponentially localized near system boundaries. It also yields an unusual
approach to equilibrium, which in $d$ dimensions exhibits scaling with
dynamical exponent $z = 4+d$. Similar phenomena occur for dynamics that
conserves higher moments of the density, which we systematically classify using
a family of nonlinear diffusion equations. In the quantum setting, analogous
fermionic systems are shown to form real-space Fermi surfaces, while bosonic
versions display a real-space analog of Bose-Einstein condensation.
Related papers
- Quantum Chaos on Edge [36.136619420474766]
We identify two different classes: the near edge physics of sparse'' and the near edge of dense'' chaotic systems.
The distinction lies in the ratio between the number of a system's random parameters and its Hilbert space dimension.
While the two families share identical spectral correlations at energy scales comparable to the level spacing, the density of states and its fluctuations near the edge are different.
arXiv Detail & Related papers (2024-03-20T11:31:51Z) - Deep learning probability flows and entropy production rates in active matter [15.238808518078567]
We develop a deep learning framework to estimate the score of a high-dimensional probability density.
To represent the score, we introduce a novel, spatially-local transformer network architecture.
We show that a single network trained on a system of 4096 particles at one packing fraction can generalize to other regions of the phase diagram.
arXiv Detail & Related papers (2023-09-22T16:44:18Z) - Entanglement and localization in long-range quadratic Lindbladians [49.1574468325115]
Signatures of localization have been observed in condensed matter and cold atomic systems.
We propose a model of one-dimensional chain of non-interacting, spinless fermions coupled to a local ensemble of baths.
We show that the steady state of the system undergoes a localization entanglement phase transition by tuning $p$ which remains stable in the presence of coherent hopping.
arXiv Detail & Related papers (2023-03-13T12:45:25Z) - Correspondence between open bosonic systems and stochastic differential
equations [77.34726150561087]
We show that there can also be an exact correspondence at finite $n$ when the bosonic system is generalized to include interactions with the environment.
A particular system with the form of a discrete nonlinear Schr"odinger equation is analyzed in more detail.
arXiv Detail & Related papers (2023-02-03T19:17:37Z) - Reaction-limited quantum reaction-diffusion dynamics [0.0]
We consider the quantum nonequilibrium dynamics of systems where fermionic particles coherently hop on a one-dimensional lattice.
By exploiting the time-dependent generalized Gibbs ensemble method, we demonstrate that quantum coherence and destructive interference play a crucial role in these systems.
arXiv Detail & Related papers (2022-09-20T15:14:52Z) - Filling an empty lattice by local injection of quantum particles [0.0]
We study the quantum dynamics of filling an empty lattice of size $L$, by connecting it locally with an equilibrium thermal bath.
We adopt four different approaches, namely (i) direct exact numerics, (ii) Redfield equation, (iii) Lindblad equation, and (iv) quantum Langevin equation.
arXiv Detail & Related papers (2022-09-16T15:55:14Z) - Breakdown of quantum-classical correspondence and dynamical generation
of entanglement [6.167267225728292]
We study the generation of quantum entanglement induced by an ideal Fermi gas confined in a chaotic cavity.
We find that the breakdown of the quantum-classical correspondence of particle motion, via dramatically changing the spatial structure of many-body wavefunction, leads to profound changes of the entanglement structure.
arXiv Detail & Related papers (2021-04-14T03:09:24Z) - Generative Ensemble Regression: Learning Particle Dynamics from
Observations of Ensembles with Physics-Informed Deep Generative Models [27.623119767592385]
We propose a new method for inferring the governing ordinary differential equations (SODEs) by observing particle ensembles at discrete and sparse time instants.
Particle coordinates at a single time instant, possibly noisy or truncated, are recorded in each snapshot but are unpaired across the snapshots.
By training a physics-informed generative model that generates "fake" sample paths, we aim to fit the observed particle ensemble distributions with a curve in the probability measure space.
arXiv Detail & Related papers (2020-08-05T03:06:40Z) - Density dynamics in the mass-imbalanced Hubbard chain [0.0]
We consider two mutually interacting fermionic particle species on a one-dimensional lattice.
We study how the mass ratio $eta$ between the two species affects the dynamics of the particles.
arXiv Detail & Related papers (2020-04-28T15:38:02Z) - Spreading of correlations in Markovian open quantum systems [0.0]
We show that the quasi-particle picture remains valid for open quantum systems.
For free fermions with gain/loss dissipation we provide formulae fully describing incoherent and quasiparticle contributions.
arXiv Detail & Related papers (2020-02-21T19:42:32Z) - Multidimensional dark space and its underlying symmetries: towards
dissipation-protected qubits [62.997667081978825]
We show that a controlled interaction with the environment may help to create a state, dubbed as em dark'', which is immune to decoherence.
To encode quantum information in the dark states, they need to span a space with a dimensionality larger than one, so different states act as a computational basis.
This approach offers new possibilities for storing, protecting and manipulating quantum information in open systems.
arXiv Detail & Related papers (2020-02-01T15:57:37Z)
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.