计算机科学课程中量子体系结构知识单元的设计与实现

Adrian German, M. Pias, Qiao Xiang
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引用次数: 1

摘要

16年前,Scott Aaronson(在Ray Laflamme在场的情况下)评论说,量子力学(QM)类似于一个操作系统,物理学的其余部分在其上运行其应用软件(除了广义相对论“尚未成功移植到这个特定的操作系统”)。在此之前,一位教育家和杰出的计算机科学家(Umesh Vazirani)认识到,可以通过量子比特和量子门的语言来完整而一致地介绍量子力学。更接近现在,另一位博学家(Terry Rudolph)凭借深刻的直觉意识到,通常作为这种方法基础的线性代数可以被中学生可以使用的简单重写系统所取代。重写系统是计算机科学的基础,事实上,它们是计算机科学的结构(例如,图灵机和λ演算),所以这些都是非常幸运的发展。此外,线性代数的先决条件现在在计算机科学本科课程中与机器学习牢牢地共享,机器学习是一个非常深刻和突然复兴的主题。量子信息科学与技术(QIST)本质上是跨学科的,跨越了物理学、计算机科学、数学、工程、化学和材料科学。我们提出了将QIST主题(通过量子计算)纳入CS本科课程的三个课程计划。这些计划是在与QED-C成员(工业界、学术界、国家实验室和政府机构)进行初步磋商后制定的,征求他们对这三个课程计划的意见、建议和总体投入。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
On the Design and Implementation of a Quantum Architectures Knowledge Unit for a CS Curriculum
Sixteen years ago, Scott Aaronson remarked (in the presence of Ray Laflamme) that quantum mechanics (QM) resembles an operating system on which the rest of Physics is running its application software (except for general relativity "which has not yet been successfully ported to this particular OS''). Prior to that, it took the insight of an educator and eminent computer scientist (Umesh Vazirani) to realize that a complete and consistent introduction to QM can be given via the language of qubits and quantum gates. Closer to the present, it took the profound intuition of another polymath (Terry Rudolph) to realize that the linear algebra normally at the foundation of such an approach can be replaced with a simple rewriting system accessible to middle school students. Rewriting systems are at the foundation of Computer Science, they are, in fact, the very fabric of it (e.g., Turing machines and lambda calculus), so these are very fortunate developments. Furthermore, a linear algebra prerequisite is now shared firmly in the CS undergraduate curriculum with Machine Learning, a topic that has known a very deep and sudden revival. Quantum Information Science and Technology (QIST) is inherently interdisciplinary and spans physics, computer science, mathematics, engineering, chemistry and materials science. We present three curricular plans for incorporating QIST topics (via Quantum Computing) into the CS undergraduate curriculum. Such plans have been constructed with a preliminary consultation with QED-C members (industry, academia, national labs, and government agencies) asking for comments, suggestions and general input on these three curricular plans.
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