Events
Giving
Intranet
Search
About
Visit us
Industry partnerships
IOE advisory board
Faculty hiring
Alumni profiles
By the numbers
Professional memberships and awards
Staff awards
History
Contact us
Industry and media
Reporting concerns and misconduct
News
Research
Applications
Business operations and analytics
Energy and sustainability
Health and human safety
Mobility and transportation networks
Methodologies
Data analytics
Human systems integration
Optimization
Stochastic systems
Labs and facilities
Undergraduate
Admissions requirements
Advising and planning
Areas of study
Career pathways and internships
Concentrations
Minor in Human Factors Engineering
Research opportunities
Student and alumni spotlights
Scholarships
Student organizations
Why IOE at Michigan?
For current students
Graduate
Master’s programs
Industrial and Operations Engineering master’s
Degree requirements
Program areas and curriculum
Business operations engineering
Data analytics and applied statistics
Financial engineering
Healthcare and human safety
Human systems integration
Occupational safety engineering and ergonomics
Operations research and analytics
Quality control and reliability engineering
Systems Engineering and Design master’s
Degree requirements
Certification
Non-candidate for degree
Program information
Application deadlines
Required application materials
Accelerated graduate programs
Sequential undergraduate/graduate study (SUGS) details
Financial aid
International student employment
Tuition and fees
PhD program
Applications
Graduate application mentoring program (GAMP)
Admissions and planning
Programs and curriculum
FAQs
Graduate program advisors
Graduate student organizations
Recruitment events
For current students
People
Administration
Faculty
Tenure and tenure-track faculty
Professors of practice
Adjunct faculty
Lecturer & visitors
Research fellows
Emeritus faculty
Staff
Doctoral students
On the job market
For alumni
Join our alumni network
Giving
Alumni events
Alumni Merit Award
Sangyoon Cha
PhD Student
Home
/
People
/
Doctoral Students
/
Sangyoon Cha
email
sycha@umich.edu
Location
Phone
Primary Website
Biography
Research Interests
