Spring 2027

Biological Engineering: Molecules, Cells & Systems

Graduate course covering protein engineering, receptor-ligand binding, cell metabolism, metabolic engineering, synthetic biology, and tissue engineering within biological systems.

no offering record for this termCredits unavailable
Recorded instructors · Spring 2027 No instructors listed

Summary

1 / 4

Recent recorded grades — Fall 2023: 3.86 GPA, 97.4% A/AB (n=39 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=34 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=25 letter grades).

What you’ll be able to do

  • Employ quantitative perspectives and approaches to enhance the engineering of biomolecular, cellular and tissue-level systems

  • Explain the primary biological, biomedical and bioengineering literature

Source: UW Guide

Grade history

↗
average GPA
letter grades
A
AB
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All recorded terms · compare terms & instructors

Prerequisites

Course map

Graduate/professional standing

  • Graduate/professional standing
CBE 781

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

Prerequisite text tree
  • Graduate/professional standing

Professors

Spring 2027

No instructors recorded for this selection.

Historical instructors & teaching patterns

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

Calendar & sections

Spring 2027

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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
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Student experience

the class

Recent recorded grades — Fall 2023: 3.86 GPA, 97.4% A/AB (n=39 letter grades); Fall 2024: 3.88 GPA, 94.1% A/AB (n=34 letter grades); Fall 2025: 3.92 GPA, 100.0% A/AB (n=25 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Protein engineering, protein-protein interactions, and receptor-ligand binding
  • Cell metabolism, signaling, metabolic engineering, and synthetic biology
  • Tissue engineering, regenerative medicine, biomaterials, and microbe-host interactions

Skills

  • Employing quantitative perspectives and approaches for engineering biomolecular, cellular, and tissue-level systems
  • Explaining primary biological, biomedical, and bioengineering literature

Grades

Latest available · Fall 2025— 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 2025

More grade details Grade mix, volume & source data

Not enough comparable courses for Spring 2027 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 2026-10-14

View the dataset on Hugging Face
Model outputs & technical records
Qwen/Qwen3.8-27B
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": "Qwen/Qwen3.8-27B",
  "model_revision": "1d4bf0f2ff6012fd82039f2fa52739d0dd7c60c0",
  "task_version": "17",
  "output_id": "f3f6a10afd003f035fc178eb86054fac925595240869be330d9b343cdcbcb916",
  "requirements_status": "valid",
  "dataset_revision": "fc1811fa52e581ea57a35c0cf3343f8740a8ffbf",
  "observed_at": "2026-10-14 17:50:09.728220+00:00"
}