| 量子模拟器优化综述 |
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| 引用本文： | 彭世昕,张为华.量子模拟器优化综述[J].计算机系统应用,2024,33(6):16-27. |
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| 作者姓名： | 彭世昕 张为华 |
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| 作者单位： | 复旦大学 计算机科学技术学院, 上海 200438;复旦大学 计算机科学技术学院, 上海 200438;复旦大学 上海市数据科学重点实验室, 上海 200438 |
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| 摘 要： | 近年来, 不断发展的量子计算已成为众人关注的焦点. 然而, 量子硬件存在稀缺性和噪声等问题, 这使得研究量子算法、验证量子芯片等行为都依赖运行在经典计算机上的量子模拟器. 本文讨论了不同量子模拟器使用的主要模拟方法, 并讨论了主流的全振幅状态向量模拟器和基于张量网络的量子模拟器的各种优化. 最后, 我们总结了量子模拟器的现状和未来发展方向.
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| 关 键 词： | 量子计算 量子电路模拟 量子模拟器 高性能计算 |
| 收稿时间： | 2023/12/14 0:00:00 |
| 修稿时间： | 2024/1/17 0:00:00 |
Overview on Quantum Simulator Optimization |
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| PENG Shi-Xin,ZHANG Wei-Hua.Overview on Quantum Simulator Optimization[J].Computer Systems& Applications,2024,33(6):16-27. |
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| Authors: | PENG Shi-Xin ZHANG Wei-Hua |
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| Affiliation: | School of Computer Science, Fudan University, Shanghai 200438, China; School of Computer Science, Fudan University, Shanghai 200438, China;Shanghai Key Laboratory of Data Science, Fudan University, Shanghai 200438, China |
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| Abstract: | In recent years, the rapidly evolving quantum computing has become the focus of attention. However, quantum hardware suffers from scarcity and noise, which makes the study of quantum algorithms and the verification of quantum chips rely on quantum simulators running on classical computers. In this study, the main simulation methods used by different quantum simulators are discussed, and various optimizations of mainstream full-amplitude state vector simulators and tensor network-based quantum simulators are explored. Finally, the current status and future directions of quantum simulators are summarized. |
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| Keywords: | quantum computing quantum circuit simulation quantum simulator high performance computing |
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