Chemical Instrumentation
CHEM 524 teaches basic principles for designing, developing, and using chemical instrumentation, emphasizing spectroscopy, separations, and mass spectrometry.
Summary
One historical reviewer noted that tests were not too bad, implying moderate difficulty under Frank Keutsch.
Grade history
↗letter grades
All recorded terms · compare terms & instructors
Prerequisites
Course map(CHEM 116, 327, or 329),CHEM 343,MATH 222, and (PHYSICS 202, 208, or 248)
- take all
This is a best-effort interpretation; check the catalog requirements above.
Prerequisite text tree
Professors
Fall 2026No instructors recorded for this selection.
Historical instructors & teaching patterns
Historical reviews of Frank Keutsch: Frank Keutsch is described as knowledgeable and effective, with reviews noting he knows his subject matter well. Students found his tests manageable, rating the course quality highly.
FRANK KEUTSCH is recorded teaching in Spring 2007, Spring 2008, Fall 2008, Spring 2009, Spring 2010, Fall 2010. 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
Historical reviews for Frank Keutsch describe him as knowledgeable with manageable tests, suggesting a positive past experience for this course.
Recent recorded grades — Spring 2024: 3.64 GPA, 86.2% A/AB (n=29 letter grades); Spring 2025: 3.29 GPA, 57.1% A/AB (n=35 letter grades); Spring 2026: 3.38 GPA, 60.0% A/AB (n=20 letter grades).
difficulty & workload
One historical reviewer noted that tests were not too bad, implying moderate difficulty under Frank Keutsch.
Historical reviews of Frank Keutsch: Frank Keutsch was perceived as competent and effective, with students finding his instruction clear and tests fair.
Topics
Skills
Grades
Latest available · Spring 2026— not enough history to project Fall 2026.
Grade distribution · % of letter grades
Grades over time
Through Spring 2026
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
[]
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": "eca83ed0a5b429f3e65d22cbd94921248e8c00c7430ab2531aeaf49dbb5a1522",
"requirements_status": "needs_review",
"dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
"observed_at": "2026-09-07 15:55:43.033547+00:00"
}