# EMA/ME 722: Introduction to Polymer Rheology | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EMA_ME_722)

## Dataset

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

### repository

twangodev/uwcourses

### schema version

6

### importer version

7

### projection id

52a78527ff09011d88cb04c7d43867d9fbfec2930bf1dd2ec359ebd2844e0b07

### observed at

2026-09-07T15:55:43.033547+00:00

### built at

2026-09-10T19:50:42.743001+00:00

### courses

8951

### current instructors

5754

### limited

false

### terms

* 1272
* 1264
* 1262
* 1254
* 1252
* 1244
* 1242
* 1234
* 1232
* 1224
* 1222
* 1212
* 1204
* 1202
* 1194
* 1192
* 1184
* 1182
* 1174
* 1172
* 1164
* 1162
* 1154
* 1152
* 1144
* 1142
* 1134
* 1132
* 1124
* 1122
* 1114
* 1112
* 1104
* 1102
* 1094
* 1092
* 1084
* 1082
* 1074
* 1072

### term

1272

### departments

| subject   | count |
| --------- | ----- |
| AAE       | 90    |
| ABT       | 20    |
| ACCTIS    | 36    |
| ACTSCI    | 14    |
| AFAERO    | 10    |
| AFRICAN   | 87    |
| AFROAMER  | 71    |
| AGROECOL  | 21    |
| AMERIND   | 53    |
| ANAT\&PHY | 7     |
| ANATOMY   | 2     |
| ANESTHES  | 8     |
| ANSCI     | 57    |
| ANTHRO    | 95    |
| ART       | 125   |
| ARTED     | 10    |
| ARTHIST   | 121   |
| ASIALANG  | 129   |
| ASIAN     | 109   |
| ASIANAM   | 28    |
| ASTRON    | 38    |
| ATMOCN    | 69    |
| BIOCHEM   | 51    |
| BIOCORE   | 10    |
| BIOLOGY   | 14    |
| BIOMDSCI  | 18    |
| BME       | 66    |
| BMI       | 41    |
| BMOLCHEM  | 10    |
| BOTANY    | 69    |
| BSE       | 44    |
| C\&ESOC   | 73    |
| CBE       | 48    |
| CHEM      | 101   |
| CHICLA    | 52    |
| CIVENGR   | 133   |
| CLASSICS  | 47    |
| CNP       | 10    |
| CNSRSCI   | 50    |
| COMARTS   | 137   |
| COMPBIO   | 15    |
| COMPLIT   | 11    |
| COMPSCI   | 138   |
| COUNPSY   | 78    |
| CRB       | 19    |
| CS\&D     | 71    |
| CSCS      | 40    |
| CURRIC    | 193   |
| DANCE     | 93    |
| DERM      | 8     |
| DS        | 88    |
| DYSCI     | 35    |
| ECE       | 155   |
| ECON      | 145   |
| EDPOL     | 114   |
| EDPSYCH   | 97    |
| ELPA      | 70    |
| EMA       | 53    |
| EMERMED   | 17    |
| ENGL      | 206   |
| ENTOM     | 40    |
| ENVIRST   | 148   |
| EP        | 15    |
| EPD       | 67    |
| ESL       | 16    |
| F\&WECOL  | 60    |
| FAMMED    | 22    |
| FINANCE   | 50    |
| FOLKLORE  | 40    |
| FOODSCI   | 43    |
| FRENCH    | 63    |
| GEN\&WS   | 145   |
| GENBUS    | 72    |
| GENECSLR  | 17    |
| GENETICS  | 60    |
| GEOG      | 113   |
| GEOSCI    | 83    |
| GERMAN    | 82    |
| GLE       | 48    |
| GNS       | 38    |
| GREEK     | 27    |
| HDFS      | 41    |
| HEBR-BIB  | 13    |
| HEBR-MOD  | 10    |
| HISTORY   | 233   |
| HISTSCI   | 56    |
| HONCOL    | 13    |
| ILS       | 43    |
| INFOSYS   | 9     |
| INTEGART  | 7     |
| INTEGSCI  | 22    |
| INTER-AG  | 18    |
| INTER-HE  | 11    |
| INTER-LS  | 22    |
| INTEREGR  | 16    |
| INTLBUS   | 21    |
| INTLST    | 50    |
| ISYE      | 83    |
| ITALIAN   | 53    |
| JEWISH    | 56    |
| JOURN     | 88    |
| KINES     | 128   |
| LACIS     | 26    |
| LANDARC   | 61    |
| LATIN     | 24    |
| LAW       | 120   |
| LEGALST   | 48    |
| LINGUIS   | 35    |
| LIS       | 89    |
| LITTRANS  | 78    |
| LSC       | 52    |
| M\&ENVTOX | 7     |
| MARKETNG  | 62    |
| MATH      | 153   |
| MDGENET   | 8     |
| ME        | 130   |
| MEDHIST   | 43    |
| MEDICINE  | 60    |
| MEDIEVAL  | 32    |
| MEDPHYS   | 39    |
| MEDSC-M   | 29    |
| MEDSC-V   | 41    |
| MHR       | 68    |
| MICROBIO  | 45    |
| MILSCI    | 16    |
| MM\&I     | 22    |
| MOLBIOL   | 6     |
| MS\&E     | 59    |
| MUSIC     | 165   |
| MUSPERF   | 126   |
| NAVSCI    | 20    |
| NE        | 44    |
| NEURODPT  | 11    |
| NEUROL    | 7     |
| NEURSURG  | 4     |
| NTP       | 11    |
| NURSING   | 111   |
| NUTRSCI   | 65    |
| OBS\&GYN  | 18    |
| OCCTHER   | 39    |
| ONCOLOGY  | 14    |
| OPHTHALM  | 5     |
| OTM       | 43    |
| PATH      | 34    |
| PATH-BIO  | 29    |
| PEDIAT    | 26    |
| PHARMACY  | 31    |
| PHILOS    | 77    |
| PHMCOL-M  | 11    |
| PHMPRAC   | 45    |
| PHMSCI    | 60    |
| PHYASST   | 37    |
| PHYSICS   | 88    |
| PHYSIOL   | 3     |
| PHYTHER   | 37    |
| PLANTSCI  | 52    |
| PLPATH    | 35    |
| POLISCI   | 192   |
| POPHLTH   | 58    |
| PORTUG    | 33    |
| PSYCH     | 101   |
| PSYCHIAT  | 22    |
| PUBAFFR   | 54    |
| PUBLHLTH  | 23    |
| RADIOL    | 11    |
| REALEST   | 41    |
| RELIGST   | 90    |
| RHABMED   | 9     |
| RMI       | 24    |
| RP\&SE    | 102   |
| S\&APHM   | 17    |
| SCANDST   | 73    |
| SLAVIC    | 89    |
| SOC       | 149   |
| SOCWORK   | 87    |
| SOILSCI   | 46    |
| SPANISH   | 83    |
| SRMED     | 21    |
| STAT      | 94    |
| STDYABRD  | 52    |
| STS       | 8     |
| SURGERY   | 25    |
| SURGSCI   | 33    |
| THEATRE   | 91    |
| URBRPL    | 60    |
| UROLOGY   | 5     |
| ZOOLOGY   | 89    |

## course

### run id

20260907T155543-ce3781c4

### semester

1272

### observed at

2026-09-07 15:55:43.033547+00:00

### record version id

34e04a79019ce03f30c1a440876dc832a0e4d7dcfbaa7282a0f94cd840caaef7

### course id

EMA/ME 722

### course uid

course\_db211c27754d6908bb5e4f0f

### catalog version id

d0bf5e1c479d4f27401bd90451da4b25588a42cc2787531a6cec2a582a299c22

### course number

722

### subjects

* EMA
* ME

### title

INTRODUCTION TO POLYMER RHEOLOGY

### description

Formulation of constitutive equations using embedded base vectors. Viscosity, normal stress differences, stress relaxation, elastic recoil. Polymer rheology; homogeneous strain history. Knowledge of differential equations \[such asMATH 320] strongly encouraged.

### requirements text

Graduate/professional standing

### credit offering ids

None recorded.

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

6b320174b8ac6a41a0bca1e7f88c2ebeb471182665c786ebdcfff31cbac627ab

### llm model

nvidia/Qwen3.6-35B-A3B-NVFP4

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Introduction to polymer rheology focusing on constitutive equation formulation and material behavior analysis.

### llm topics

* Viscosity, normal stress differences, stress relaxation, and elastic recoil.
* Polymer rheology and homogeneous strain history.

### llm skills

* Formulation of constitutive equations using embedded base vectors.
* Analysis of viscosity, normal stress differences, stress relaxation, and elastic recoil.
* Application to polymer rheology and homogeneous strain history.

### llm assumed background

* Differential equations background, such as that provided by MATH 320.

### llm search phrases

* polymer rheology constitutive equations
* viscosity normal stress differences
* MATH 320 differential equations graduate

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

4d09dc504022b1e21d809f406f9ddce678d4b444a149e8b37106998b52b3b7bf

#### course id

EMA/ME 722

#### current instructors

None recorded.

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

false

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

Recent recorded grades — Fall 2012: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Spring 2020: 3.77 GPA, 90.9% A/AB (n=11 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EMA/ME 722",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "105dc59f-b238-32f6-af9e-a0ed1d421e3d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1132",
      "type": "grade"
    },
    {
      "course_id": "EMA/ME 722",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "105dc59f-b238-32f6-af9e-a0ed1d421e3d",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1204",
      "type": "grade"
    }
  ]
}
```

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

None recorded.

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Graduate/professional standing",
    "course": null,
    "evidence": "Graduate/professional standing",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

None recorded.

### offerings

None recorded.

### sections

None recorded.

### grade instructors

```json
[
  {
    "instructor_uid": "instructor_e1998bb240605cf119cc4b98",
    "source": "madgrades",
    "source_instructor_id": "2602197",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ALAN J GIACOMIN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
      "gpa": 3.713,
      "graded": 859,
      "counts": [
        591,
        166,
        47,
        27,
        11,
        14,
        3
      ],
      "sections": 83
    },
    "instructor_url": "/instructors/ALAN_J_GIACOMIN--instructor_e1998bb240605cf119cc4b98"
  },
  {
    "instructor_uid": "instructor_db4e9ea38d07c11120b2edce",
    "source": "madgrades",
    "source_instructor_id": "965150",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "TIM OSSWALD",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 26,
      "quality": 4.5,
      "difficulty": 2.54,
      "quality_count": 26,
      "difficulty_count": 26,
      "profile_id": "rmp:828843",
      "source_url": "https://www.ratemyprofessors.com/professor/828843",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:48.688519+00:00",
      "courses": {
        "course_144155603c58477b09f7bb94": {
          "review_count": 4,
          "quality": 3.25,
          "difficulty": 3.25,
          "quality_count": 4,
          "difficulty_count": 4
        },
        "course_86280689fd02225b9d3fd366": {
          "review_count": 3,
          "quality": 4,
          "difficulty": 3.67,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_453ca64eed29a33a46958f53": {
          "review_count": 12,
          "quality": 4.83,
          "difficulty": 2.08,
          "quality_count": 12,
          "difficulty_count": 12
        },
        "course_93f8e31da361a257e831ecd4": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 4.1346459928463455,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.704,
      "graded": 3008,
      "counts": [
        1779,
        746,
        437,
        34,
        10,
        0,
        2
      ],
      "sections": 338
    },
    "instructor_url": "/instructors/TIM_OSSWALD--instructor_db4e9ea38d07c11120b2edce"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1102",
    "term_name": "Fall 2009",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "EMA/ME 722"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1104",
    "term_name": "Spring 2010",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "EMA/ME 722"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "EMA/ME 722"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1122",
    "term_name": "Fall 2011",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 0,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 0,
    "source_aliases": [
      "EMA/ME 722"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "ALAN J GIACOMIN"
    ],
    "a": 6,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 6,
    "source_aliases": [
      "EMA/ME 722"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EMA/ME 722",
    "course_uid": "course_db211c27754d6908bb5e4f0f",
    "term_id": "1204",
    "term_name": "Spring 2020",
    "instructors": [
      "TIM OSSWALD"
    ],
    "a": 7,
    "ab": 3,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "EMA/ME 722"
    ]
  }
]
```

### statistics

#### gpa

3.853

#### graded

17

#### counts

* 13
* 3
* 1
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_db211c27754d6908bb5e4f0f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_db211c27754d6908bb5e4f0f-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_db211c27754d6908bb5e4f0f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_db211c27754d6908bb5e4f0f-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_db211c27754d6908bb5e4f0f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_db211c27754d6908bb5e4f0f-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8529411764705883

#### count

17

#### departments

| subject | comparison |
| ------- | ---------- |
| EMA     |            |
| ME      |            |

### terms

#### 1132

##### term

1132

##### gpa

4

##### count

6

##### departments

| subject | comparison |
| ------- | ---------- |
| EMA     |            |
| ME      |            |

#### 1204

##### term

1204

##### gpa

3.772727272727273

##### count

11

##### departments

| subject | comparison |
| ------- | ---------- |
| EMA     |            |
| ME      |            |

### benchmarks

#### all

##### school

###### size

2611

###### gpa

3.584639937166709

###### top Share

76.90209166559679

###### count

95

##### EMA

###### size

18

###### gpa

3.4655597054231766

###### top Share

70.71767626244679

###### count

71.5

##### ME

###### size

54

###### gpa

3.481953415937301

###### top Share

70.48971936706135

###### count

111

#### terms

##### 1102

###### school

###### size

774

###### gpa

3.36712622366007

###### top Share

63.703228532165696

###### count

67

###### ME

###### size

18

###### gpa

3.216402832027778

###### top Share

52.049435141781345

###### count

80.5

##### 1104

###### school

###### size

793

###### gpa

3.384661458923085

###### top Share

64.6614752434143

###### count

66

###### ME

###### size

19

###### gpa

3.26616044613599

###### top Share

56.79103300307398

###### count

76

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### ME

###### size

24

###### gpa

3.2764146127585967

###### top Share

58.09996846831107

###### count

50.5

##### 1122

###### school

###### size

804

###### gpa

3.3737149752667013

###### top Share

63.65118790117902

###### count

70

###### ME

###### size

20

###### gpa

3.246010724938265

###### top Share

53.6850827019987

###### count

61.5

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### ME

###### size

22

###### gpa

3.2759023030381442

###### top Share

55.48684555217185

###### count

60.5

##### 1204

###### school

###### size

1012

###### gpa

3.703747431523761

###### top Share

84.59811226304916

###### count

65.5

###### ME

###### size

20

###### gpa

3.669078433787773

###### top Share

83.33636146963025

###### count

84

## instructor Trends

```json
[
  {
    "uid": "instructor_db4e9ea38d07c11120b2edce",
    "name": "TIM OSSWALD",
    "count": 11,
    "terms": [
      {
        "term": "1204",
        "count": 11,
        "sections": 1,
        "gpa": 3.772727272727273
      }
    ]
  },
  {
    "uid": "instructor_e1998bb240605cf119cc4b98",
    "name": "ALAN J GIACOMIN",
    "count": 6,
    "terms": [
      {
        "term": "1132",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
