Introduction to Theoretical and Experimental aspects of Quantum Optimal Control
- URL: http://arxiv.org/abs/2403.00532v2
- Date: Fri, 14 Jun 2024 16:00:05 GMT
- Title: Introduction to Theoretical and Experimental aspects of Quantum Optimal Control
- Authors: Q. Ansel, E. Dionis, F. Arrouas, B. Peaudecerf, S. Guérin, D. Guéry-Odelin, D. Sugny,
- Abstract summary: This tutorial paper introduces the basic elements of this theory based on the Pontryagin maximum principle.
An analogy with classical Lagrangian and Hamiltonian mechanics is proposed to present the main results used in this field.
- Score: 0.0
- License: http://creativecommons.org/licenses/by/4.0/
- Abstract: Quantum optimal control is a set of methods for designing time-varying electromagnetic fields to perform operations in quantum technologies. This tutorial paper introduces the basic elements of this theory based on the Pontryagin maximum principle, in a physicist-friendly way. An analogy with classical Lagrangian and Hamiltonian mechanics is proposed to present the main results used in this field. Emphasis is placed on the different numerical algorithms to solve a quantum optimal control problem. Several examples ranging from the control of two-level quantum systems to that of Bose-Einstein Condensates (BEC) in a one-dimensional optical lattice are studied in detail, using both analytical and numerical methods. Codes based on shooting method and gradient-based algorithms are provided. The connection between optimal processes and the quantum speed limit is also discussed in two-level quantum systems. In the case of BEC, the experimental implementation of optimal control protocols is described, both for two-level and many-level cases, with the current constraints and limitations of such platforms. This presentation is illustrated by the corresponding experimental results.
Related papers
- Optimal Control of Bipartite Quantum Systems [0.0]
Closed bipartite quantum systems subject to fast local unitary control are studied.
Special focus is given to the time-optimal generation of maximally entangled states and product states.
arXiv Detail & Related papers (2024-05-30T13:18:17Z) - A quantum implementation of high-order power method for estimating geometric entanglement of pure states [39.58317527488534]
This work presents a quantum adaptation of the iterative higher-order power method for estimating the geometric measure of entanglement of multi-qubit pure states.
It is executable on current (hybrid) quantum hardware and does not depend on quantum memory.
We study the effect of noise on the algorithm using a simple theoretical model based on the standard depolarising channel.
arXiv Detail & Related papers (2024-05-29T14:40:24Z) - Boundary Treatment for Variational Quantum Simulations of Partial Differential Equations on Quantum Computers [1.6318838452579472]
The paper presents a variational quantum algorithm to solve initial-boundary value problems described by partial differential equations.
The approach uses classical/quantum hardware that is well suited for quantum computers of the current noisy intermediate-scale quantum era.
arXiv Detail & Related papers (2024-02-28T18:19:33Z) - Simulating Gaussian boson sampling quantum computers [68.8204255655161]
We briefly review recent theoretical methods to simulate experimental Gaussian boson sampling networks.
We focus mostly on methods that use phase-space representations of quantum mechanics.
A brief overview of the theory of GBS, recent experiments and other types of methods are also presented.
arXiv Detail & Related papers (2023-08-02T02:03:31Z) - Quantum Gate Generation in Two-Level Open Quantum Systems by Coherent
and Incoherent Photons Found with Gradient Search [77.34726150561087]
We consider an environment formed by incoherent photons as a resource for controlling open quantum systems via an incoherent control.
We exploit a coherent control in the Hamiltonian and an incoherent control in the dissipator which induces the time-dependent decoherence rates.
arXiv Detail & Related papers (2023-02-28T07:36:02Z) - Experimental Multi-state Quantum Discrimination in the Frequency Domain
with Quantum Dot Light [40.96261204117952]
In this work, we present the experimental realization of a protocol employing a time-multiplexing strategy to optimally discriminate among eight non-orthogonal states.
The experiment was built on a custom-designed bulk optics analyser setup and single photons generated by a nearly deterministic solid-state source.
Our work paves the way for more complex applications and delivers a novel approach towards high-dimensional quantum encoding and decoding operations.
arXiv Detail & Related papers (2022-09-17T12:59:09Z) - Quantum Optimization of Maximum Independent Set using Rydberg Atom
Arrays [39.76254807200083]
We experimentally investigate quantum algorithms for solving the Maximum Independent Set problem.
We find the problem hardness is controlled by the solution degeneracy and number of local minima.
On the hardest graphs, we observe a superlinear quantum speedup in finding exact solutions.
arXiv Detail & Related papers (2022-02-18T19:00:01Z) - Numerical Gate Synthesis for Quantum Heuristics on Bosonic Quantum
Processors [1.195496689595016]
We study the framework in the context of qudits which are controllable electromagnetic modes of a superconducting cavity system.
We showcase control of single-qudit operations up to eight states, and two-qutrit operations, mapped respectively onto a single mode and two modes of the resonator.
arXiv Detail & Related papers (2022-01-19T18:55:13Z) - Experimental Realization of Nonadiabatic Holonomic Single-Qubit Quantum
Gates with Two Dark Paths in a Trapped Ion [41.36300605844117]
We show nonadiabatic holonomic single-qubit quantum gates on two dark paths in a trapped $171mathrmYb+$ ion based on four-level systems with resonant drives.
We find that nontrivial holonomic two-qubit quantum gates can also be realized within current experimental technologies.
arXiv Detail & Related papers (2021-01-19T06:57:50Z) - Introduction to the Pontryagin Maximum Principle for Quantum Optimal
Control [0.0]
The tutorial covers various quantum control issues and describes their mathematical formulation suitable for optimal control.
The connection between the Pontryagin Maximum Principle and gradient-based optimization algorithms used for high-dimensional quantum systems is described.
arXiv Detail & Related papers (2020-10-19T10:25:29Z) - Towards simulating 2D effects in lattice gauge theories on a quantum
computer [1.327151508840301]
We propose an experimental quantum simulation scheme to study ground state properties in two-dimensional quantum electrodynamics (2D QED) using existing quantum technology.
The proposal builds on a formulation of lattice gauge theories as effective spin models in arXiv:2006.14160.
We present two Variational Quantum Eigensolver (VQE) based protocols for the study of magnetic field effects, and for taking an important first step towards computing the running coupling of QED.
arXiv Detail & Related papers (2020-08-21T01:20:55Z)
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.