2025 (Current Year) Special graduate degree programs Specially Offered Degree Programs for Graduate Students Tokyo Tech Academy for Convergence of Materials and Informatics
Practice School in Materials Informatics I B
- Academic unit or major
- Tokyo Tech Academy for Convergence of Materials and Informatics
- Instructor(s)
- Yusuke Shimoyama / Yoshinao Kobayashi / Hideyuki Matsumoto / Nobuaki Yasuo / Kazuaki Kuwahata
- Class Format
- Experiment
- Media-enhanced courses
- -
- Day of week/Period
(Classrooms) - Class
- B
- Course Code
- TCM.B601
- Number of credits
- 002
- Course offered
- 2025
- Offered quarter
- 3-4Q
- Syllabus updated
- Mar 19, 2025
- Language
- English
Syllabus
Course overview and goals
In this course, students learn about the principles of calculation and computer simulation related to modeling, which are important for designing functional materials in industry and chemical industry related to materials and information, or in the construction of material manufacturing processes. The aim is to understand how to design functional materials and how to optimize the manufacturing process. In addition, the group working aims to develop the communication skills necessary for research and development by working in groups in order to solve these issues.
Course description and aims
In the design of functional materials that make full use of knowledge and technology related to materials and information, it is essential to utilize processing technology of information related to the structure and physical properties of chemical substances. The purpose of this course is to conduct exercises using modeling, simulation, and information processing, to optimize the operating conditions in chemical processes, and to learn how to design functional materials.
Keywords
materials and informatics; modeling; computer simulation; material design
Competencies
- Specialist skills
- Intercultural skills
- Communication skills
- Critical thinking skills
- Practical and/or problem-solving skills
Class flow
This course will set themes for actual process and functional materials in the chemical industry, and will conduct exercises on modeling, computer simulation and information processing for each group. Finally the group will present the results of the exercise.
Course schedule/Objectives
| Course schedule | Objectives | |
|---|---|---|
| Class 1 | 1) Set up specific exercises on the design of chemical substances or functional materials. 2) Investigate the principles and calculation methods for modeling such as quantum chemical calculation, molecular simulation and machine learning. 3) Design the chemical substance or material type using the modeling method of 2). 4) Give a presentation on the results obtained in the exercises 2) and 3). | Report on exercises and simulation results by modeling materials and informatics |
Study advice (preparation and review)
Textbook(s)
Nothing
Reference books, course materials, etc.
Distribute in the class
Evaluation methods and criteria
Based on the assignments about exercises using machine learning, modeling, and computer simulation.
Related courses
- TCM.B602 ： Practice School in Materials Informatics II
Prerequisites
Take classes of both Practice School in Materials Informatics I and II.
If only one is taken, the other credit have to be already acquired.
Other
Limited to students registered in Academy for Convergence of Materials and Informatics. "MIS.B601” is the same class, but it is for students in Graduate major in Materials and Information Sciences and should not be taken.