2024 Faculty Courses School of Engineering Department of Systems and Control Engineering Graduate major in Systems and Control Engineering
Modeling of Bio-Systems II
- Academic unit or major
- Graduate major in Systems and Control Engineering
- Instructor(s)
- Motomu Nakashima / Daisuke Kurabayashi / Yusuke Miyazaki
- Class Format
- Lecture (Face-to-face)
- Media-enhanced courses
- -
- Day of week/Period
(Classrooms) - 3-4 Thu
- Class
- -
- Course Code
- SCE.M502
- Number of credits
- 100
- Course offered
- 2024
- Offered quarter
- 3Q
- Syllabus updated
- Mar 14, 2025
- Language
- English
Syllabus
Course overview and goals
This course focuses on kinetic modeling of human body, musculoskeletal modeling of human body, application of human models, modeling of neural network, etc.
Living organisms themselves are very complicated systems. It is indispensable to consider living organisms as systems in order to develop practical systems related to living oｒganisms including human beings. This course provides basic knowledge about methodology to model living organisms as systems.
Course description and aims
By completing this course, students will be able to
1) Understand and explain the basics about methodology to model living organisms as systems.
2) Consider living organisms as systems using appropriate modeling methods.
Keywords
kinetic modeling of human body, musculoskeletal modeling of human body, application of human models, modeling of neural network
Competencies
- Specialist skills
- Intercultural skills
- Communication skills
- Critical thinking skills
- Practical and/or problem-solving skills
Class flow
Topics of each class are explained. Group discussion may be conducted. Written reports related to the contents of the class may be assigned.
Course schedule/Objectives
| Course schedule | Objectives | |
|---|---|---|
| Class 1 | Kinetic modeling of human body (1/2, inverse dynamics analysis) | Explain kinetic modeling of human body (inverse dynamics analysis). |
| Class 2 | Kinetic modeling of human body (2/2, forward dynamics analysis) | Explain kinetic modeling of human body (forward dynamics analysis). |
| Class 3 | Musculockeletal modeling of human body | Explain musculockeletal modeling of human body. |
| Class 4 | Modeling of deforming organs in a human body | Explain modeling of deforming organs in a human body. |
| Class 5 | Application of human models | Explain application of human models. |
| Class 6 | Modeling of neural network | Explain modeling of neural network. |
| Class 7 | Neurobehavioral modeling | Explain neurobehavioral modeling. |
| Class 8 | Modeling of metabolism | Explain modeling of metabolism. |
Study advice (preparation and review)
To enhance effective learning, students are encouraged to spend approximately 100 minutes preparing for class and another 100 minutes reviewing class content afterwards (including assignments) for each class.
They should do so by referring to textbooks and other course material.
Textbook(s)
Unspecified.
Reference books, course materials, etc.
Unspecified.
Evaluation methods and criteria
Learning achievement for modeling methodology of bio-systems is evaluated by assignments.
Related courses
- SCE.M402 ： Modeling of Bio-Systems I
- SCE.S303 ： Fundamentals of Bio-systems
Prerequisites
No prerequisites.