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Theoretical Tools for Quantum Sensor Optimization and Entanglement Quantification.
Theoretical Tools for Quantum Sensor Optimization and Entanglement Quantification.
- 자료유형
- 학위논문
- Control Number
- 0017160711
- International Standard Book Number
- 9798382717173
- Dewey Decimal Classification Number
- 530.1
- Main Entry-Personal Name
- Beckey, Jacob L.
- Publication, Distribution, etc. (Imprint
- [S.l.] : University of Colorado at Boulder., 2024
- Publication, Distribution, etc. (Imprint
- Ann Arbor : ProQuest Dissertations & Theses, 2024
- Physical Description
- 198 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.
- 요약In this thesis, we develop theoretical tools aimed at facilitating the development of more useful quantum sensors and more efficient methods of multipartite entanglement quantification. In the first half, we study the quantum Fisher information (QFI) -- a canonical quantity in quantum metrology which captures the amount of information about unknown parameter(s) one can extract by measuring a quantum state that depends on those parameters. While the QFI can be computed easily in some simple cases, computing it for a generic quantum state whose dynamics might not be well-understood, is often intractable. We derive analytical, dynamics-agnostic bounds on the QFI that are computable on a quantum computer, allow one to estimate the QFI, and enable the variational preparation of the state that is approximately optimal for a given sensing task. We carefully prove their properties and point out relations to other quantities often used in quantum estimation theory.The second half of the thesis is dedicated to the study of a general family of multipartite entanglement measures, called the concentratable entanglements (CEs). We define the measures, show that many well-known measures are recovered as special cases, and then prove their essential mathematical properties. We then construct statistical estimators for these measures that utilize only one- and two-copy measurements, which are implementable using today's technologies. Moreover, we provide analytical performance guarantees in the form of upper bounds on the number of copies needed to estimate these measures to a desired precision, and provide upper bounds on the classical computation cost required to process the data from these protocols. Our work elucidates the various trade-offs for experimentalists striving to probe entanglement in quantum systems of many tens of qubits, and contributes to the quantum learning theory community aiming to quantify the hardness of estimating various properties of quantum states.
- Subject Added Entry-Topical Term
- Quantum physics.
- Subject Added Entry-Topical Term
- Theoretical physics.
- Subject Added Entry-Topical Term
- Physics.
- Index Term-Uncontrolled
- Quantum computing
- Index Term-Uncontrolled
- Quantum entanglement
- Index Term-Uncontrolled
- Quantum learning theory
- Index Term-Uncontrolled
- Quantum metrology
- 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:658052