Fall 2026

Capstone Project II

MS&E 471 is a capstone course focusing on materials design, selection, and application through creative problem solving and experimental analysis.

no offering record for this termCredits unavailable
Recorded instructors · Fall 2026 No instructors listed

Summary

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Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=40 letter grades); Spring 2025: 3.90 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=28 letter grades).

Grade history

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average GPA
letter grades
A
AB
B
BC
C
D
F

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Prerequisites

Course map

M S & E 470

MS&E 471

This is a best-effort interpretation; check the catalog requirements above.

Prerequisite text tree

Professors

Fall 2026

No instructors recorded for this selection.

Historical instructors & teaching patterns

Recorded history may be incomplete and does not establish a future schedule.

Calendar & sections

Fall 2026

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SectionModeEnrolled / capacityWaitlist

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

Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=40 letter grades); Spring 2025: 3.90 GPA, 100.0% A/AB (n=20 letter grades); Spring 2026: 4.00 GPA, 100.0% A/AB (n=28 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Materials design, selection, and application
  • Problem identification, experimental design, data acquisition, analysis, and presentation

Skills

  • Problem identification, experimental design, data acquisition and analysis, and presentation of results.

Grades

Latest available · Spring 2026— not enough history to project Fall 2026.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

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

UW–Madison

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.

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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.

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Madgrades

Grade history

Recorded grade distributions by term, section, and instructor.

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Dataset & model

Recorded 2026-09-07

View the dataset on Hugging Face
Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
LLM outputs across runs
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Full model traces

Recorded model configuration, reasoning, and tool conversations.

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Model & dataset provenance 
{
  "model": "nvidia/Qwen3.6-35B-A3B-NVFP4",
  "model_revision": "1355db6a052410cfd62085d94b58866fd0f2c3c5",
  "task_version": "14",
  "output_id": "f0b0e55d9514daedbcdd77f83fa3b73225d2944fd4619f0390b6ba44ac830d67",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}