Spring 2027

Introduction to Manifolds

Covers integration in Euclidean spaces, multilinear algebra, differential forms, manifolds, Stokes theorem, classical vector analysis, and the Cauchy integral theorem.

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Summary

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Recent recorded grades — Fall 2012: 3.15 GPA, 50.0% A/AB (n=10 letter grades); Fall 2022: 3.83 GPA, 88.9% A/AB (n=9 letter grades); Fall 2023: 3.82 GPA, 85.7% A/AB (n=14 letter grades).

What you’ll be able to do

  • Use the techniques of multilinear algebra and apply them to differential forms in Euclidean space and on abstract differentiable manifolds. This includes being able to compute with the exterior derivative.

  • Identify and/or construct differentiable manifolds. This includes being able to identify spaces as differentiable manifolds and to endow abstract topological spaces with differentiable manifold structures.

  • Extend calculus concepts from Euclidean space in order to apply them to abstract differentiable manifolds. This includes being able to identify and work with differentiable maps between differentiable manifolds in computations and proofs

  • Use the essential definitions and theorems from calculus on manifolds in the context of computations and proofs. This includes taking Lie derivatives of vector fields on differentiable manifolds, computing integrals of curves, integrating differential forms, and Stokes’ theorem.

  • Identify applications of course content in current areas of research.

Source: UW Guide

Grade history

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average GPA
letter grades
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Prerequisites

Course map

MATH 522, (MATH 521 and 561), graduate/professional standing, or declared in Mathematics VISP

MATH 621

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Professors

Spring 2027

No instructors recorded for this selection.

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Calendar & sections

Spring 2027

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Student experience

the class

Recent recorded grades — Fall 2012: 3.15 GPA, 50.0% A/AB (n=10 letter grades); Fall 2022: 3.83 GPA, 88.9% A/AB (n=9 letter grades); Fall 2023: 3.82 GPA, 85.7% A/AB (n=14 letter grades).

difficulty & workload

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Topics

  • Integration in Euclidean spaces and change of variables
  • Multilinear algebra, vector fields, and differential forms
  • Manifolds, tangent spaces, integration on manifolds, and Stokes theorem
  • Classical vector analysis and the Cauchy integral theorem

Skills

  • Apply multilinear algebra techniques to differential forms and compute exterior derivatives.
  • Identify or construct differentiable manifolds and endow topological spaces with manifold structures.
  • Compute Lie derivatives, integrate curves and differential forms, and apply Stokes' theorem.

Grades

Latest available · Fall 2023— not enough history to project Spring 2027.

average GPA
A / AB grades
letter grades
Instructor

Grade distribution · % of letter grades

A
AB
B
BC
C
D
F

Grades over time

Through Fall 2023

More grade details Grade mix, volume & source data

Not enough comparable courses for Spring 2027 in UW–Madison.

Sources & history

UW–Madison

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Model outputs & technical records
Qwen/Qwen3.8-27B
LLM outputs across runs
Full model traces

Recorded model configuration, reasoning, and tool conversations.

Model & dataset provenance
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