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Improving Quantum Protocols in the Presence of Noise.
Improving Quantum Protocols in the Presence of Noise.
- 자료유형
- 학위논문
- Control Number
- 0017160693
- International Standard Book Number
- 9798382717098
- Dewey Decimal Classification Number
- 530.1
- Main Entry-Personal Name
- Shlosberg, Ariel S.
- Publication, Distribution, etc. (Imprint
- [S.l.] : University of Colorado at Boulder., 2024
- Publication, Distribution, etc. (Imprint
- Ann Arbor : ProQuest Dissertations & Theses, 2024
- Physical Description
- 148 p.
- General Note
- Source: Dissertations Abstracts International, Volume: 85-11, Section: B.
- General Note
- Advisor: Smith, Graeme.
- Dissertation Note
- Thesis (Ph.D.)--University of Colorado at Boulder, 2024.
- Summary, Etc.
- 요약The objective behind developing quantum technologies is to perform computation and communication tasks that are infeasible using only classical resources. However, physical noise, due to interactions with the environment, and statistical noise, a result of the Born rule, are barriers to realizing the use cases of these technologies. In this thesis, we explore the effects of noise in a variety of quantum application settings and consider strategies to improve the performance of the protocols. A necessary step to executing useful tasks that require deep circuits is implementing error correction to handle faulty hardware. Motivated by a desire to inform near-term small circuit demonstrations of fault tolerance, we analyze the Bacon-Shor code and show that pseudo-thresholds are achievable on current hardware. Moreover, we demonstrate that a performance improvement can be realized by having error correction meta-parameters, such as the frequency of syndrome extraction, change as a function of the physical circuit structure and noise model. Next, we consider the effect of statistical noise on a key subroutine for variational quantum algorithms and design an adaptive algorithm for estimating quantum observables. This algorithm is shown to use information gained during the course of an experiment to outperform existing state-of-the-art methods, leading to an order of magnitude improvement in sample complexity, even for small problem instances. In the context of quantum networks, we study the effects of noise sources, such as photon loss, timing jitter, and dark counts, on dispersive-optics (DO) implementations of multi-party quantum key distribution (QKD). Using Gaussian quantum information extremality results, we provide achievable rate bounds for different noise models and a variety of network configurations (e.g. number of users in the network), helping inform the next generation of experiments and answering questions about how to scale these networks. Furthermore, we prove that the security analysis used in prior DO-QKD experiments is flawed in the finite-dispersion regime by providing a collective attack for the eavesdropper that has not been previously considered. We show that in realistic settings this results in a significant overestimation of the secure key rate.
- Subject Added Entry-Topical Term
- Quantum physics.
- Subject Added Entry-Topical Term
- Statistical physics.
- Subject Added Entry-Topical Term
- Computer science.
- Subject Added Entry-Topical Term
- Computational physics.
- Index Term-Uncontrolled
- Physical noise
- Index Term-Uncontrolled
- Statistical noise
- Index Term-Uncontrolled
- Quantum key distribution
- Index Term-Uncontrolled
- Dispersive-optics
- Index Term-Uncontrolled
- Quantum algorithms
- Added Entry-Corporate Name
- University of Colorado at Boulder Physics
- Host Item Entry
- Dissertations Abstracts International. 85-11B.
- Electronic Location and Access
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- Control Number
- joongbu:658082