Events
Giving
Intranet
Search
About
Visit us
Industry partnerships
IOE advisory board
Faculty hiring
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
Minors, concentrations and programs
Research opportunities
Student and alumni spotlights
Scholarships
Student organizations
For current students
Why IOE at Michigan?
Graduate
Master’s programs
Industrial and Operations Engineering Master’s
Degree requirements
Program areas and curriculum
Systems Engineering and Design Master’s
Degree requirements
Certification
Program information
Application deadlines
Required application materials
Accelerated graduate programs
Sequential undergraduate / graduate details
Financial aid
International student employment
Tuition and fees
PhD program
Applications
Graduate application mentoring program (GAMP)
Admissions and planning
Programs and curriculum
FAQs
Program advisors
Student organizations
Recruitment events
For current students
People
Administration
Faculty
Adjunct faculty
Core faculty
Emeritus faculty
Lecturer & visitors
Research fellows
Staff
Doctoral students
On the job market
For Alumni
Join Our Alumni network
Giving
Alumni events
Alumni merit award
Alumni profiles
IOE-STAGE SITE
Pengyu Zhang
PhD Student
Home
/
People
/
Doctoral Students
/
Pengyu Zhang
email
pengyuz@umich.edu
Location
Phone
Primary Website
Biography
Research Interests
