Simulation Modeling and Analysis
ISYE 620 introduces simulation modeling and statistical analysis for designing and evaluating production, logistics, and service systems.
Summary
Historical reviews of Leyuan Shi: One reviewer rated the difficulty low and noted the course content was useful for practical application or qualifying exams.
Grade history
↗letter grades
All recorded terms · compare terms & instructors
Prerequisites
Course map(COMP SCI 200, 220, 300, 301, 302, or placement into COMP SCI 300) and (STAT 224, 312, 324, or STAT/MATH 310), graduate/professional standing, or member of Engineering Guest Students
- COMPSCI 200
- COMPSCI 220
- COMPSCI 300
- 301
- 302
- placement into COMP SCI 300
- STAT 224
- STAT 312
- STAT 324
- MATH/STAT 310
- graduate/professional standing
- member of Engineering Guest Students
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
- Any of
- All of
- Any of
- COMPSCI 200
- COMPSCI 220
- COMPSCI 300
- 301
- 302
- placement into COMP SCI 300
- Any of
- STAT 224
- STAT 312
- STAT 324
- MATH/STAT 310
- Any of
- graduate/professional standing
- member of Engineering Guest Students
- All of
Professors
Fall 2026No instructors recorded for this selection.
Historical instructors & teaching patterns
Historical reviews of Leyuan Shi: Leyuan Shi's teaching for ISYE 620 received polarized reviews. One student found her practical and helpful for exams, while another criticized her for missing half the classes and called her the worst professor.
LEYUAN SHI is recorded teaching in Spring 2009, Spring 2013, Spring 2014, Spring 2015, Spring 2016, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023. Recorded history may be incomplete and does not establish a future schedule.
Recorded history may be incomplete and does not establish a future schedule.
Calendar & sections
Fall 2026Schedule loads here as you scroll.
| Section | Mode | Enrolled / capacity | Waitlist |
|---|
Times are Central. Select a meeting for details; export includes recorded dates for the selected sections.
Meeting source records
No records available.
Student experience
the class
Reviews for historical instructor Leyuan Shi are polarized, ranging from a great experience teaching practical knowledge to severe complaints about unprofessionalism and missed classes.
Recent recorded grades — Spring 2020: 3.58 GPA, 83.3% A/AB (n=6 letter grades); Spring 2022: 3.64 GPA, 83.3% A/AB (n=18 letter grades); Spring 2023: 3.50 GPA, 61.5% A/AB (n=13 letter grades).
difficulty & workload
Historical reviews of Leyuan Shi: One reviewer rated the difficulty low and noted the course content was useful for practical application or qualifying exams.
Historical reviews of Leyuan Shi: A student reported a negative experience, describing the instructor as the worst they had seen due to frequent absences.
Topics
Skills
Grades
Latest available · Spring 2023— not enough history to project Fall 2026.
Grade distribution · % of letter grades
Grades over time
Through Spring 2023
More grade details Grade mix, volume & source data
Not enough comparable courses for Fall 2026 in UW–Madison.
Sources & history
Catalog & offerings
Descriptions, prerequisites, and recorded course offerings.
Catalog observation history
Observations at scan time; dates do not imply when a catalog change took effect.
Selected offering source records
No offering records for the selected term.
Raw records
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Student reviews
Original comments behind the course and instructor summaries.
Read original reviews
Grade history
Recorded grade distributions by term, section, and instructor.
Explore recorded gradesModel outputs & technical records
LLM outputs across runs
Full model traces
Recorded model configuration, reasoning, and tool conversations.
Model & dataset provenance
{
"model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
"model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
"task_version": "14",
"output_id": "ff1d79a7290b28a3ab0e880e3810e2df9d60f19f673b9d4be4af7ed82fedd522",
"requirements_status": "valid",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}