Entanglement dynamics in hybrid quantum circuits
- URL: http://arxiv.org/abs/2111.08018v2
- Date: Tue, 23 Nov 2021 16:11:27 GMT
- Title: Entanglement dynamics in hybrid quantum circuits
- Authors: Andrew C. Potter and Romain Vasseur
- Abstract summary: We review recent progress in understanding the dynamics of quantum information in ensembles of random quantum circuits.
We explore the dynamics of monitored random circuits, which can loosely be thought of as noisy dynamics arising from an environment monitoring the system.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: The central philosophy of statistical mechanics (stat-mech) and random-matrix
theory of complex systems is that while individual instances are essentially
intractable to simulate, the statistical properties of random ensembles obey
simple universal "laws". This same philosophy promises powerful methods for
studying the dynamics of quantum information in ideal and noisy quantum
circuits -- for which classical description of individual circuits is expected
to be generically intractable. Here, we review recent progress in understanding
the dynamics of quantum information in ensembles of random quantum circuits,
through a stat-mech lens. We begin by reviewing discoveries of universal
features of entanglement growth, operator spreading, thermalization, and chaos
in unitary random quantum circuits, and their relation to stat-mech problems of
random surface growth and noisy hydrodynamics. We then explore the dynamics of
monitored random circuits, which can loosely be thought of as noisy dynamics
arising from an environment monitoring the system, and exhibit new types of
measurement-induced phases and criticality. Throughout, we attempt to give a
pedagogical introduction to various technical methods, and to highlight
emerging connections between concepts in stat-mech, quantum information and
quantum communication theory.
Related papers
- Subsystem Information Capacity in Random Circuits and Hamiltonian Dynamics [3.6343650965508187]
This study focuses on the effective channels formed by the subsystem of random quantum circuits and quantum Hamiltonian evolution.
We reveal the impact of different initial information encoding schemes on information dynamics including one-to-one, one-to-many, and many-to-many.
arXiv Detail & Related papers (2024-05-08T14:18:36Z) - Signatures of dissipative quantum chaos [0.0]
This thesis lays out a generic framework for the study of the universal properties of realistic, chaotic, and dissipative quantum systems.
It provides the concrete building blocks of dynamical dissipative evolution constrained by symmetry.
arXiv Detail & Related papers (2023-11-02T18:08:48Z) - Quantum data learning for quantum simulations in high-energy physics [55.41644538483948]
We explore the applicability of quantum-data learning to practical problems in high-energy physics.
We make use of ansatz based on quantum convolutional neural networks and numerically show that it is capable of recognizing quantum phases of ground states.
The observation of non-trivial learning properties demonstrated in these benchmarks will motivate further exploration of the quantum-data learning architecture in high-energy physics.
arXiv Detail & Related papers (2023-06-29T18:00:01Z) - Thermodynamics of quantum trajectories on a quantum computer [0.0]
Open-system dynamics are simulated on a quantum computer by coupling a system of interest to ancilla.
We show how to control the dynamics of the open system in order to enhance the probability of quantum trajectories with desired properties.
arXiv Detail & Related papers (2023-01-17T19:00:03Z) - A Quantum-Classical Model of Brain Dynamics [62.997667081978825]
Mixed Weyl symbol is used to describe brain processes at the microscopic level.
Electromagnetic fields and phonon modes involved in the processes are treated either classically or semi-classically.
Zero-point quantum effects can be incorporated into numerical simulations by controlling the temperature of each field mode.
arXiv Detail & Related papers (2023-01-17T15:16:21Z) - Random Quantum Circuits [0.0]
Quantum circuits are a new playground for quantum many-body physics.
These models shed light on longstanding questions about thermalization and chaos.
Quantum circuit dynamics is also topical in view of experimental progress in building digital quantum simulators.
arXiv Detail & Related papers (2022-07-28T17:57:36Z) - Noisy Quantum Kernel Machines [58.09028887465797]
An emerging class of quantum learning machines is that based on the paradigm of quantum kernels.
We study how dissipation and decoherence affect their performance.
We show that decoherence and dissipation can be seen as an implicit regularization for the quantum kernel machines.
arXiv Detail & Related papers (2022-04-26T09:52:02Z) - Quantum simulation using noisy unitary circuits and measurements [0.0]
Noisy quantum circuits have become an important cornerstone of our understanding of quantum many-body dynamics.
We give an overview of two classes of dynamics studied using random-circuit models, with a particular focus on the dynamics of quantum entanglement.
We consider random-circuit sampling experiments and discuss the usefulness of random quantum states for simulating quantum many-body dynamics on NISQ devices.
arXiv Detail & Related papers (2021-12-13T14:00:06Z) - Sensing quantum chaos through the non-unitary geometric phase [62.997667081978825]
We propose a decoherent mechanism for sensing quantum chaos.
The chaotic nature of a many-body quantum system is sensed by studying the implications that the system produces in the long-time dynamics of a probe coupled to it.
arXiv Detail & Related papers (2021-04-13T17:24:08Z) - Quantum Markov Chain Monte Carlo with Digital Dissipative Dynamics on
Quantum Computers [52.77024349608834]
We develop a digital quantum algorithm that simulates interaction with an environment using a small number of ancilla qubits.
We evaluate the algorithm by simulating thermal states of the transverse Ising model.
arXiv Detail & Related papers (2021-03-04T18:21:00Z) - Information Scrambling in Computationally Complex Quantum Circuits [56.22772134614514]
We experimentally investigate the dynamics of quantum scrambling on a 53-qubit quantum processor.
We show that while operator spreading is captured by an efficient classical model, operator entanglement requires exponentially scaled computational resources to simulate.
arXiv Detail & Related papers (2021-01-21T22:18:49Z)
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.