Course title
B00180003
Advanced Mechanical Engineering 1 (Science and Mechanics)

KUWAHARA Akira

TOMITA Yusuke
Middle-level Diploma Policy (mDP)
Program / Major mDP Goals Courses
Fundamental Mechanical Engineering F 産業界や社会の要請を把握して解決するべき課題を設定し、さまざまな工学分野の知識を関連付けながら設計生産技術を活用することで、立案した構想に従って研究を進め課題を解決することができる。 Sub
Advanced Mechanical Engineering D 機械工学の基盤技術に関わる物理現象の本質を数理的に理解することができる。機械を設計・製作・運用するために必要な手法(計測、制御、設計、加工など)に習熟し、それらを実際の工学的問題に適用することができる。 Main
Environment and Materials Engineering B 地球環境や地域社会との調和を見据えて、さまざまな工学分野に関わる問題を解決することができる。 Sub
Chemistry and Biotechnology B 地球環境や地域社会との調和を見据えて、さまざまな工学分野に関わる問題を解決することができる。 Sub
Electrical Engineering and Robotics D 電気工学や関連する工学の技術分野を課題に適用し、社会の要求を解決するために応用することができる。 Sub
Advanced Electronic Engineering E 専門的デザイン課題について解決する能力を身に付けることができる。 Sub
Information and Communications Engineering F 社会のニーズに対して技術課題を主体的に発見し、工学分野における分野横断的な知識も活用しつつ、計画的・継続的に取り組んで課題を達成することができる。 Sub
Computer Science and Engineering G 技術的課題に対してさまざまな工学分野の知識を関連付けながら主体的に取り組み、継続的に学修する能力を身に付けることができる。 Sub
Urban Infrastructure and Environment G ⼟⽊⼯学における現実の問題について、⼯学・専⾨基礎知識を⽤いて理解・解決することができる。 Sub
Purpose of class
For many years, quantum technology remained largely theoretical due to the demanding requirements of specialized experimental and observational equipment. However, recent breakthroughs in technology have spurred significant progress, enabling the realization of quantum devices in fields like superconducting circuits, quantum dots, and quantum optics. Consequently, the practical application of quantum technology is rapidly accelerating. The first half of this lecture will provide an overview of these emerging quantum technologies and then introduce the essential quantum mechanics that underpin them. We will then examine the core mechanisms and current challenges facing the field.

Statistical mechanics arose from efforts to understand macroscopic behavior through the lens of microscopic principles. Its widespread utility in describing and analyzing diverse phenomena has established it as a crucial subject across disciplines, including physics, materials science, information engineering, and, increasingly, quantum technology. The second half of this lecture will begin with an introduction to statistical mechanics, followed by an analysis of fundamental problems and a discussion of its underlying principles and applications.
Course description
To excel in research, a solid grasp of experimental techniques and analytical methods is essential. This course will focus on introducing you to quantum technology and statistical mechanics, building a foundation for those skills.
Goals and objectives
  1. Students possess a foundational understanding of the framework of quantum theory and are proficient in performing calculations concerning quantum measurement and quantum operations.
  2. Students understand quantum algorithms and quantum circuits, and can explain their operation based on principles of quantum theory.
  3. Students understand the fundamental framework of statistical mechanics and can calculate physical quantities related to rubber elasticity.
  4. Students understand the principles of the Monte Carlo method and can apply it to solve both computational and analytical problems.
Relationship between 'Goals and Objectives' and 'Course Outcomes'

Quizzes and Reports Total.
1. 25% 25%
2. 25% 25%
3. 25% 25%
4. 25% 25%
Total. 100% -
Evaluation method and criteria
[Evaluation method]
Quizzes and reports, including objective evaluations, are scored out of 100 points. A passing grade requires a score of 60 points or higher.

[Criterion for evaluation]
A score of 60% or higher will be achieved by demonstrating comprehension of the assigned topics and the ability to accurately solve related examples.
Language
Japanese
Class schedule

Class schedule HW assignments (Including preparation and review of the class.) Amount of Time Required
1. Introduction to quantum physics Review quantum physics 190minutes
2. Quantum measurements and Bell inequalities Review quantum measurements 190minutes
3. Quantum operations and operators Review quantum operations and operators 190minutes
4. Density operators and entanglements Review density operators and entanglements 190minutes
5. Quantum algorithms and quantum circuits I Review quantum algorithms and quantum circuits 190minutes
6. Quantum algorithms and quantum circuits II Review quantum algorithms and quantum circuits 190minutes
7. Shor’s algorithm Review Shor’s algorithm 190minutes
8.  Statistics (Probability theory)  Review probability theory 190minutes
9.  Statistical mechanics I Review statistical mechanics 190minutes
10. Statistical mechanics II Review statistical mechanics 190minutes
11. Two-level system and rubber elasticity Review two-level system and rubber elasticity 190minutes
12. Monte Carlo methods and Bayesian statistics Review Monte Carlo methods and Bayesian statistics 190minutes
13. Applications of statistical mechanics I Review the applications 190minutes
14. Applications of statistical mechanics II Review the applications 190minutes
Total. - - 2660minutes
Feedback on exams, assignments, etc.
ways of feedback specific contents about "Other"
Feedback in the class
Textbooks and reference materials
These will be distributed and explained in class as appropriate according to the assignments.
Prerequisites
It is recommended that you have completed courses in Mechanics, Thermodynamics, Calculus, Linear Algebra, Probability and Statistics.
Office hours and How to contact professors for questions
  • First, please send me an email.
Regionally-oriented
Non-regionally-oriented course
Development of social and professional independence
  • Course that cultivates an ability for utilizing knowledge
  • Course that cultivates a basic interpersonal skills
  • Course that cultivates a basic problem-solving skills
Active-learning course
More than one class is interactive
Course by professor with work experience
Work experience Work experience and relevance to the course content if applicable
N/A N/A
Education related SDGs:the Sustainable Development Goals
  • 4.QUALITY EDUCATION
  • 9.INDUSTRY, INNOVATION AND INFRASTRUCTURE
Last modified : Sat Mar 14 13:25:25 JST 2026