Thermal Systems Modeling

ME 461 teaches the analysis and design of thermal systems using thermodynamics, heat transfer, fluid flow, and economics.

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

Summary

1 / 5

Historical reviews of Michael Cheadle, Sanford Klein: Homeworks require hard thinking rather than being tedious, and exams are tricky but fair if students attend class and study the relevant material.

Grade history

average GPA
letter grades
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Prerequisites

Course map

M E 364 or concurrent enrollment, or graduate/professional standing, or member of Engineering Guest Students

ME 461

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

Historical reviews of Sanford Klein: Sanford Klein is highly praised for fostering engineering thinking and engaging the class with relevant examples. Reviewers note he follows his co-authored textbook closely and provides fair, tricky tests that reward attendance.

MICHAEL CHEADLE is recorded teaching in Spring 2016, Spring 2017, Spring 2018, Spring 2019, Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

SANFORD KLEIN is recorded teaching in Spring 2008, Spring 2009, Spring 2010, Spring 2011, Spring 2012, Spring 2013, Spring 2014, Spring 2015. 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 2026

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Meeting source records

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Student experience

the class

Historical reviews of Michael Cheadle, Sanford Klein: Reviewers describe the course as highly recommended with excellent instruction, noting that professors engage students and provide relevant examples while maintaining fair but tricky exams.

Recent recorded grades — Spring 2024: 3.52 GPA, 78.6% A/AB (n=28 letter grades); Spring 2025: 2.72 GPA, 37.5% A/AB (n=16 letter grades); Spring 2026: 3.32 GPA, 60.0% A/AB (n=25 letter grades).

difficulty & workload

Historical reviews of Michael Cheadle, Sanford Klein: Homeworks require hard thinking rather than being tedious, and exams are tricky but fair if students attend class and study the relevant material.

Historical reviews of Michael Cheadle, Sanford Klein: Students appreciate professors who engage the class, provide relevant problem examples, and take time to walk through challenging concepts.

Topics

  • Thermodynamics, economics, heat transfer, and fluid flow.

Skills

  • Analysis and design of engineering systems.
  • Application of thermodynamics, economics, heat transfer, and fluid flow principles.

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

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AB
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BC
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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.

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Selected offering source records

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Raw records
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Student reviews

Original comments behind the course and instructor summaries.

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Grade history

Recorded grade distributions by term, section, and instructor.

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Model outputs & technical records
nvidia/Qwen3.6-35B-A3B-NVFP4
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": "9ab5a429371cbe706d2ca66022d1ffecbc74fd0e308fedd7992b43f714a47302",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}