Fall 2026

Advanced X-ray Scattering Methods in Materials Science and Engineering

MS&E 648 teaches advanced x-ray scattering, diffraction, and spectroscopy methods for materials analysis.

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

Summary

Recent recorded grades — Fall 2020: 3.88 GPA, 87.5% A/AB (n=8 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2024: 3.83 GPA, 100.0% 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

M S & E 448, graduate/professional standing, or member of Engineering Guest Students

    • MS&E 448
    • graduate/professional standing
    • member of Engineering Guest Students
    take one
MS&E 648

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

Prerequisite text tree
  • Any of
    • MS&E 448
    • graduate/professional standing
    • member of Engineering Guest Students

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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Student experience

the class

Recent recorded grades — Fall 2020: 3.88 GPA, 87.5% A/AB (n=8 letter grades); Fall 2022: 4.00 GPA, 100.0% A/AB (n=8 letter grades); Fall 2024: 3.83 GPA, 100.0% A/AB (n=12 letter grades).

difficulty & workload

No workload feedback recorded.

Topics

  • Kinematic and dynamical diffraction
  • Structure of metals, ceramics, polymers, thin films, and magnetic materials
  • Experiments at synchrotron light sources and free electron lasers

Skills

  • Application of x-ray scattering, diffraction, and spectroscopy
  • Understanding kinematic and dynamical diffraction concepts
  • Conducting experiments at synchrotron light sources and free electron lasers

Grades

Latest available · Fall 2024— 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 Fall 2024

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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Grade history

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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": "893bee69bdafb832c47726245f1db6c0a8633e71bba581328747059df2d83109",
  "requirements_status": "valid",
  "dataset_revision": "e243353dcb7d79b7247ced91d69443ef4c2a6349",
  "observed_at": "2026-09-07 15:55:43.033547+00:00"
}