Quantum singular value transformation for an arbitrary bounded operator
embedded in a unitary operator
- URL: http://arxiv.org/abs/2401.09007v1
- Date: Wed, 17 Jan 2024 07:06:31 GMT
- Title: Quantum singular value transformation for an arbitrary bounded operator
embedded in a unitary operator
- Authors: Chusei Kiumi, Akito Suzuki
- Abstract summary: This research extends quantum singular value transformation (QSVT) for general bounded operators embedded in unitary operators on possibly infinite-dimensional Hilbert spaces.
We have achieved a refined operator-theoretic understanding of QSVT, leading to a more streamlined approach.
- Score: 0.65268245109828
- License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
- Abstract: This research extends quantum singular value transformation (QSVT) for
general bounded operators embedded in unitary operators on possibly
infinite-dimensional Hilbert spaces. Through in-depth mathematical exploration,
we have achieved a refined operator-theoretic understanding of QSVT, leading to
a more streamlined approach. One of the key discoveries is that polynomial
transformations in QSVT inherently apply to the entire operator, rather than
being contingent on the selection of a specific basis. We expect that this
research will pave the way for applying these insights to a broader range of
problems in quantum information processing and provide analytical tools for
quantum dynamics, such as quantum walks.
Related papers
- Tight upper bound for the maximal expectation value of the $N$-partite generalized Svetlichny operator [4.7487511537612335]
We consider the $N$-partite scenario and provide an analytical upper bound on the maximal expectation value of the generalized Svetlichny inequality achieved by an arbitrary $N$-qubit system.
Our results give feasible experimental implementations in detecting the genuine multipartite non-locality and can potentially be applied to other quantum information processing tasks.
arXiv Detail & Related papers (2024-09-13T02:32:40Z) - Efficient Learning for Linear Properties of Bounded-Gate Quantum Circuits [63.733312560668274]
Given a quantum circuit containing d tunable RZ gates and G-d Clifford gates, can a learner perform purely classical inference to efficiently predict its linear properties?
We prove that the sample complexity scaling linearly in d is necessary and sufficient to achieve a small prediction error, while the corresponding computational complexity may scale exponentially in d.
We devise a kernel-based learning model capable of trading off prediction error and computational complexity, transitioning from exponential to scaling in many practical settings.
arXiv Detail & Related papers (2024-08-22T08:21:28Z) - Quantum channels, complex Stiefel manifolds, and optimization [45.9982965995401]
We establish a continuity relation between the topological space of quantum channels and the quotient of the complex Stiefel manifold.
The established relation can be applied to various quantum optimization problems.
arXiv Detail & Related papers (2024-08-19T09:15:54Z) - A quantum information theoretic analysis of reinforcement learning-assisted quantum architecture search [0.0]
This study investigates RL-QAS for crafting ansatz tailored to variational quantum state diagonalisation problem.
We leverage these insights to devise an entanglement-guided admissible ansatz in QAS to diagonalise random quantum states using optimal resources.
arXiv Detail & Related papers (2024-04-09T09:54:59Z) - Quantum algorithms: A survey of applications and end-to-end complexities [90.05272647148196]
The anticipated applications of quantum computers span across science and industry.
We present a survey of several potential application areas of quantum algorithms.
We outline the challenges and opportunities in each area in an "end-to-end" fashion.
arXiv Detail & Related papers (2023-10-04T17:53:55Z) - Quantum signal processing with continuous variables [0.0]
Quantum singular value transformation (QSVT) enables the application of functions to singular values of near arbitrary linear operators embedded in unitary transforms.
We show that one can recover a QSP-type ansatz, and show its ability to approximate near arbitrary transformations.
We discuss various experimental uses of this construction, as well as prospects for expanded relevance of QSP-like ans"atze to other Lie groups.
arXiv Detail & Related papers (2023-04-27T17:50:16Z) - Quantum process tomography of continuous-variable gates using coherent
states [49.299443295581064]
We demonstrate the use of coherent-state quantum process tomography (csQPT) for a bosonic-mode superconducting circuit.
We show results for this method by characterizing a logical quantum gate constructed using displacement and SNAP operations on an encoded qubit.
arXiv Detail & Related papers (2023-03-02T18:08:08Z) - Fundamental limitations on optimization in variational quantum
algorithms [7.165356904023871]
A leading paradigm to establish such near-term quantum applications is variational quantum algorithms (VQAs)
We prove that for a broad class of such random circuits, the variation range of the cost function vanishes exponentially in the number of qubits with a high probability.
This result can unify the restrictions on gradient-based and gradient-free optimizations in a natural manner and reveal extra harsh constraints on the training landscapes of VQAs.
arXiv Detail & Related papers (2022-05-10T17:14:57Z) - Quantum State Preparation and Non-Unitary Evolution with Diagonal
Operators [0.0]
We present a dilation based algorithm to simulate non-unitary operations on unitary quantum devices.
We use this algorithm to prepare random sub-normalized two-level states on a quantum device with high fidelity.
We also present the accurate non-unitary dynamics of two-level open quantum systems in a dephasing channel and an amplitude damping channel computed on a quantum device.
arXiv Detail & Related papers (2022-05-05T17:56:41Z) - 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) - Entanglement transfer, accumulation and retrieval via quantum-walk-based
qubit-qudit dynamics [50.591267188664666]
Generation and control of quantum correlations in high-dimensional systems is a major challenge in the present landscape of quantum technologies.
We propose a protocol that is able to attain entangled states of $d$-dimensional systems through a quantum-walk-based it transfer & accumulate mechanism.
In particular, we illustrate a possible photonic implementation where the information is encoded in the orbital angular momentum and polarization degrees of freedom of single photons.
arXiv Detail & Related papers (2020-10-14T14:33:34Z)
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.