Fall 2026

Biorefining: Energy and Products From Renewable Resources

BSE 460 covers biorefining concepts and processes for producing energy, chemicals, and materials from biomass, emphasizing chemical, biological, and engineering aspects.

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

Summary

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Recent recorded grades — Spring 2023: 3.45 GPA, 63.6% A/AB (n=11 letter grades); Spring 2024: 3.35 GPA, 38.5% A/AB (n=13 letter grades); Spring 2025: 3.21 GPA, 41.7% A/AB (n=12 letter grades).

Grade history

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average GPA
letter grades
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AB
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Prerequisites

Course map

(CHEM 104 or 109) and (CHEM 341 or 343), or graduate/professional standing

BSE 460

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

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Meeting source records

No records available.

Student experience

the class

Recent recorded grades — Spring 2023: 3.45 GPA, 63.6% A/AB (n=11 letter grades); Spring 2024: 3.35 GPA, 38.5% A/AB (n=13 letter grades); Spring 2025: 3.21 GPA, 41.7% A/AB (n=12 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Production of fuels, chemicals, and materials from biomass
  • Chemical, biological, and engineering aspects of biorefining

Skills

  • Analysis of biorefining concepts, processes, and future directions for energy, chemical, and material production from biomass.

Grades

Latest available · Spring 2025— 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 2025

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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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": "5a1acab8b16e3a39e83c7b4a937319ca5636640c5133c099ff6306c17e00d581",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}