Systems Biology: Mammalian Signaling Networks

Introduction to experimental and mathematical modeling of mammalian gene/protein networks and systems biology.

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

Summary

1 / 5

Historical reviews of Pamela Kreeger: The course required heavy journal readings prior to lectures, and the fast-paced lecturing made note-taking difficult without shared notes.

Grade history

average GPA
letter grades
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All recorded terms · compare terms & instructors

Prerequisites

Course map

(MATH 319, 320, or 375), (B M E 510,ZOOLOGY 470, 570,PSYCH/​ZOOLOGY 523, or BIOCORE 383) and Junior Standing, graduate/professional standing, or member of Engineering Guest Students

BME 556

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 Pamela Kreeger describe her as passionate but ineffective, citing fast lecturing, lack of notes, and bland content. Reviewers found the material highly specific and not applicable, with one noting poor lecturing quality.

PAMELA KREEGER is recorded teaching in Spring 2013, Spring 2015, Spring 2017, Spring 2020, Spring 2022. 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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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

Reviews of historical instructor Pamela Kreeger describe the course as bland and poorly lectured, with content that was too specific and not applicable.

Recent recorded grades — Spring 2017: 3.35 GPA, 73.1% A/AB (n=26 letter grades); Spring 2020: 3.67 GPA, 95.0% A/AB (n=20 letter grades); Spring 2022: 3.48 GPA, 65.0% A/AB (n=20 letter grades).

difficulty & workload

Historical reviews of Pamela Kreeger: The course required heavy journal readings prior to lectures, and the fast-paced lecturing made note-taking difficult without shared notes.

Historical reviews of Pamela Kreeger: Students found the instruction ineffective due to rapid speaking and abrupt page turns, and criticized the lack of written lecture notes.

Topics

  • Gene and protein networks in mammalian systems.
  • Systems biology modeling techniques.

Skills

  • Experimental and mathematical modeling of biological systems.
  • Critical analysis of scientific publications.

Grades

Latest available · Spring 2022— 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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Grades over time

Through Spring 2022

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

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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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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": "597231d7d7c71a0f95c0b83b4978672e0b3fb8801bcf11f1d9fa03077d327f92",
  "requirements_status": "needs_review",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}