| 年份 | 2019 |
| 學科 | 系統軟件 SYSTEMS SOFTWARE |
| 國家/州 | Ireland |
Improved Gate Level Simulation of Quantum Circuits
Quantum computers are a paradigm shift in computing. However, intermediate to large-scale quantum devices are not yet available. This has introduced a need for the fast, accurate simulation of quantum computers. There are novel and fast algorithms suitable for the simulation of quantum circuits. Still, these approaches are not always usable by researchers. There is also no clear way to decide on the best simulation method for a given circuit. This research addresses these issues. My software implements four methods of simulation. I developed a novel method for state vector simulation. Unlike current tools, this enables the use of both hardware acceleration and distributed systems. Near-Clifford, tensor network, and path integral simulation methods are also implemented. This allows simulation of circuits with a reasonably large number of qubits. To optimally choose the simulation method, a quantum circuit analysis procedure was developed. The analysis is based on computational complexity and heuristics. The use of this analysis procedure in conjunction with the simulation methods allows for the exploitation of the individual algebraic and topological properties of a quantum circuit. A statistical benchmark displayed a significant speedup over leading alternatives (p = .0017643). Simulating a 25 qubit quantum Fourier transform showed a 120x increase in speed. Experimental verification of the analysis method was also completed. The software I developed improves upon alternatives in terms of performance, methods, and utility. This allows researchers to perform simulations that would otherwise be intractable.
高中生科研 英特爾 Intel ISEF
資訊 · 課程 · 全程指導
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英特爾國際科學與工程大獎賽,簡稱 "ISEF",由美國 Society for Science and the Public(科學和公共服務協會)主辦,英特爾公司冠名贊助,是全球規模最大、等級最高的中學生的科研科創賽事。ISEF 的學術活動學科包括了所有數學、自然科學、工程的全部領域和部分社會科學。ISEF 素有全球青少年科學學術活動的“世界杯”之美譽,旨在鼓勵學生團隊協作,開拓創新,長期專一深入地研究自己感興趣的課題。
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· 數學 · 物理 · 化學 · 生物 · 計算機 · 工程 ·
The study or development of software, information processes or methodologies to demonstrate, analyze, or control a process/solution.
Algorithms?(ALG):?The study or creation of algorithms - step-by-step procedure of calculations to complete a specific task in data processing, automated reasoning and computing.
Cybersecurity?(CYB):?Studies involving the protection of a computer or computer system against unauthorized access or attacks. This can include studies involving hardware, network, software, host or multimedia security.
Databases?(DAT):?Studies that create or analyze data organization for ease of access, management and update.
Human/Machine Interface (HMC):?Software application that presents information to a user about the state of a process and to accept and implement the operator’s control instructions.
Languages and Operating Systems?(LNG):?Studies that involve the development or analysis of artificial languages used to write instructions that can be translated into machine language and then executed by a computer or system software responsible for the direct control and management of hardware and basic system operations of a computer or mobile device.
Mobile Apps?(APP):?A study involving a software application developed specifically for use on small, wireless computing devices. ?These studies may include front-end development techniques, such as user interface design and cross-platform support, and/or back-end development techniques, such as data services and business logic.
Online Learning (LRN):?Studies that focus on utilizing electronic technologies to access educational curriculum outside of a traditional means. ?Studies explore the design of learning activities and programs with online technologies, as well as the effective use of e-learning systems.
Other?(OTH):?Studies that cannot be assigned to one of the above subcategories.?If the project involves multiple subcategories, the principal subcategory should be chosen instead of Other.

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