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最終更新日：2026年4月20日

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量子計算論

Introduction to Quantum Computing in the Utility-Era

The goal of this course is to learn how to implement utility-scale applications on a quantum computer. To achieve the goal, the course covers from the basics of quantum information to recent advances of quantum algorithms for noisy quantum devices as well as circuit optimization and error mitigation techniques to maximize results. The course also introduces how to implement quantum algorithms using open-source framework of quantum computing and real quantum devices with more than 100 qubits. The course is intended to help students understand the potential and limitations of currently available quantum devices.

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時間割／共通科目コード

コース名

教員

学期

時限

4810-1166

GIF-CS5044L3

量子計算論

小林　有里

S1 S2

金曜5限

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講義使用言語

英語

単位

実務経験のある教員による授業科目

他学部履修

可

開講所属

情報理工学系研究科

授業計画

1: Invitation to the Utility era/Basics of Quantum Information 2: Quantum Algorithms: Quantum Teleportation 3: Quantum Algorithms: Grover’s algorithm 4: Quantum Algorithms: Phase Estimation 5: Quantum Algorithms: Variational Quantum Algorithms (VQA) 6: Quantum Algorithms: Quantum Machine Learning 7: Quantum Algorithms: Hamiltonian Simulation 8: Quantum Algorithms: Sample-based Quantum Diagonalization 9: Quantum Circuit Optimization 10: Quantum Noise and Quantum Error Mitigation 11: Quantum Utility I 12: Quantum Utility II 13. Final Project

授業の方法

Weekly lectures in person. We will be using laptops, so please bring your own. On Day 1, there will be orientation and explanation of the lectures, scores/grading, and how to access IBM Quantum devices from UTokyo.

成績評価方法

No examinations. Grades will be based on two assignments and completing the final project.

履修上の注意

Prior knowledge of linear algebra, classical algorithms, and programming are required. Understanding quantum mechanics is a plus but not required. Familiarity with programming tools is a plus because most assignments require students to write programs. All lectures will be held in person. Recording will also be available for reviewing.

その他

https://qnec.jp/*****

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