# ME 964: Special Advanced Topics in Mechanical Engineering | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ME_964)

## 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

06db81cc10c9574dadbabde245f3cfd2370c8f23f34e3fcade043d100cb5d98f

### course id

ME 964

### course uid

course\_4d3b55ad99493fc168d8c96c

### catalog version id

2c0450395244ba5197e366f5c3ff03d3bebe4fddbb84189cc0235ac9b3aaf682

### course number

964

### subjects

* ME

### title

SPECIAL ADVANCED TOPICS IN MECHANICAL ENGINEERING

### description

Advanced topics in design, manufacturing, energy, etc.

### requirements text

Graduate/professional standing

### credits min

1

### credits max

3

### credit offering ids

* 1272:612:012157
* 1272:612:012157.25
* 1272:612:012157.39

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

61b4f7b1af9476a7396b40c9ae43b5dbbeda9c869b2d8cafc3782357e0752ad1

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

ME 964 covers special advanced topics in mechanical engineering, including design, manufacturing, and energy.

### llm topics

* Design
* Manufacturing
* Energy

### llm skills

None recorded.

### llm assumed background

None recorded.

### llm search phrases

* ME 964 mechanical engineering advanced topics
* ME 964 design manufacturing energy
* ME 964 special advanced topics graduate

### llm requirements status

needs\_review

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

04615c6ecb47fad6de55549bc7aa08447f1b4857a053dedd908e40617e5ee4fc

#### course id

ME 964

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_696fcb1de71e2207047f4885",
    "message": "No course-specific reviews available",
    "name": "Lianyi Chen",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "ME 964",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
            "source_record": {
              "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1244",
            "type": "grade"
          },
          {
            "course_id": "ME 964",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
            "source_record": {
              "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1254",
            "type": "grade"
          },
          {
            "course_id": "ME 964",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
            "source_record": {
              "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Spring 2024: 3.95 GPA, 100.0% A/AB (n=10 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades); Fall 2025: 4.00 GPA, 100.0% A/AB (n=7 letter grades)."
      }
    ]
  },
  {
    "instructor_uid": "instructor_f4163021a496bb4dde66a6d0",
    "message": "No course-specific reviews available",
    "name": "Mike Wagner",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

Historical reviews of Allison Mahvi: Homework was challenging but not relentless. The course structure included two exams and a final project with presentations.

```json
{
  "citations": [
    {
      "instructor_name": "Allison Mahvi",
      "review_date": "2024-01-10 20:58:13 +0000 UTC",
      "review_id": "3da89d12ae565c86d111d952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2895666",
      "source_review_id": "UmF0aW5nLTM4ODYzODkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2895666",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews for Allison Mahvi describe her as excellent, with well-organized notes and strong subject coverage. She actively solicited class feedback. The provided evidence does not contain reviews for current instructors Lianyi Chen or Mike Wagner.

```json
{
  "citations": [
    {
      "instructor_name": "Allison Mahvi",
      "review_date": "2024-01-10 20:58:13 +0000 UTC",
      "review_id": "3da89d12ae565c86d111d952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2895666",
      "source_review_id": "UmF0aW5nLTM4ODYzODkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2895666",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for Allison Mahvi describe an excellent course with well-organized notes and strong subject coverage. The experience included two exams and a final project with presentations.

```json
{
  "citations": [
    {
      "instructor_name": "Allison Mahvi",
      "review_date": "2024-01-10 20:58:13 +0000 UTC",
      "review_id": "3da89d12ae565c86d111d952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2895666",
      "source_review_id": "UmF0aW5nLTM4ODYzODkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2895666",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2024: 3.57 GPA, 70.4% A/AB (n=27 letter grades); Spring 2025: 3.92 GPA, 96.7% A/AB (n=30 letter grades); Fall 2025: 3.76 GPA, 84.2% A/AB (n=19 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Allison Mahvi: The instructor solicited feedback multiple times and covered the subject well. Notes were very well organized.

```json
{
  "citations": [
    {
      "instructor_name": "Allison Mahvi",
      "review_date": "2024-01-10 20:58:13 +0000 UTC",
      "review_id": "3da89d12ae565c86d111d952",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2895666",
      "source_review_id": "UmF0aW5nLTM4ODYzODkz",
      "source_url": "https://www.ratemyprofessors.com/professor/2895666",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ALLISON MAHVI is recorded teaching in Fall 2023, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 35,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 4,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

LIANYI CHEN is recorded teaching in Spring 2020, Spring 2022, Spring 2023, Spring 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "ME 964",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "d3b95912-2369-3737-8369-03afad7fce92",
      "source_record": {
        "entity_id": "d3b95912-2369-3737-8369-03afad7fce92",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### 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

* Reference to 'Graduate/professional standing' is a condition leaf; no linked course to verify canonical identity.

#### root

n0

#### status

needs\_review

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name        | email                 | first\_observed\_at              | last\_observed\_at               | instructor\_url           |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | ----------- | --------------------- | -------------------------------- | -------------------------------- | ------------------------- |
| instructor\_696fcb1de71e2207047f4885 | enrollment | lchen88                | netid           | source\_identified | Lianyi Chen | LIANYI.CHEN\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/LIANYI\_CHEN |
| instructor\_f4163021a496bb4dde66a6d0 | enrollment | mjwagner2              | netid           | source\_identified | Mike Wagner | MJWAGNER2\@WISC.EDU   | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/MIKE\_WAGNER |

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:612:012157",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1272",
    "source_course_id": "012157",
    "source_subject_id": "612",
    "title": "Special Advanced Topics in Mechanical Engineering",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  },
  {
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    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1272",
    "source_course_id": "012157.25",
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    "title": "Metal Additive Manufacturing",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    "title": "Sim/Optimal Control of Energy",
    "credits_min": 1,
    "credits_max": 3,
    "typically_offered": "Occasionally"
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]
```

### sections

```json
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    "end_date": "2026-12-09 06:00:00+00:00"
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]
```

### grade instructors

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```

### grades

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    "term_name": "Fall 2021",
    "instructors": [
      "Colleen Witzenburg",
      "STEPHAN RUDYKH",
      "Wenxiao Pan"
    ],
    "a": 11,
    "ab": 1,
    "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": 12,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1224",
    "term_name": "Spring 2022",
    "instructors": [
      "Lianyi Chen",
      "Shiva Rudraraju"
    ],
    "a": 13,
    "ab": 2,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 17,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "Jinlong Wu",
      "Wenxiao Pan"
    ],
    "a": 23,
    "ab": 4,
    "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": 27,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1234",
    "term_name": "Spring 2023",
    "instructors": [
      "Eric Tervo",
      "Lianyi Chen",
      "Shiva Rudraraju",
      "Ying Li"
    ],
    "a": 15,
    "ab": 5,
    "b": 3,
    "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": 1,
    "other": 0,
    "total": 24,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Allison Mahvi",
      "Jinlong Wu"
    ],
    "a": 21,
    "ab": 6,
    "b": 2,
    "bc": 2,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 32,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1244",
    "term_name": "Spring 2024",
    "instructors": [
      "Lianyi Chen",
      "Sangkee Min"
    ],
    "a": 17,
    "ab": 1,
    "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": 18,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Wenxiao Pan"
    ],
    "a": 15,
    "ab": 4,
    "b": 6,
    "bc": 1,
    "c": 1,
    "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": 27,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1254",
    "term_name": "Spring 2025",
    "instructors": [
      "Eric Tervo",
      "Lianyi Chen",
      "Sangkee Min"
    ],
    "a": 26,
    "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": 30,
    "source_aliases": [
      "ME 964"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ME 964",
    "course_uid": "course_4d3b55ad99493fc168d8c96c",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Allison Mahvi",
      "Lianyi Chen"
    ],
    "a": 14,
    "ab": 2,
    "b": 2,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 20,
    "source_aliases": [
      "ME 964"
    ]
  }
]
```

### statistics

#### gpa

3.841

#### graded

392

#### counts

* 305
* 56
* 25
* 5
* 1
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_4d3b55ad99493fc168d8c96c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_4d3b55ad99493fc168d8c96c-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_4d3b55ad99493fc168d8c96c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_4d3b55ad99493fc168d8c96c-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_4d3b55ad99493fc168d8c96c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_4d3b55ad99493fc168d8c96c-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_4d3b55ad99493fc168d8c96c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_4d3b55ad99493fc168d8c96c-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_4d3b55ad99493fc168d8c96c-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_4d3b55ad99493fc168d8c96c-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.8405612244897958

#### count

392

#### university

##### size

5245

##### gpa Percentile

65

##### count Percentile

73

##### median Count

166

##### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 6     | false   |
| 2.8–3.2 | 330   | false   |
| 3.2–3.6 | 1415  | false   |
| 3.6–4.0 | 3494  | true    |

#### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 88,
      "gpaPercentile": 79,
      "countPercentile": 69,
      "medianCount": 197,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 36,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 45,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1084

##### term

1084

##### gpa

3.893939393939394

##### count

33

##### university

###### size

720

###### gpa Percentile

90

###### count Percentile

7

###### median Count

70

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 3     | false   |
| 2.4–2.8 | 45    | false   |
| 2.8–3.2 | 207   | false   |
| 3.2–3.6 | 248   | false   |
| 3.6–4.0 | 217   | true    |

##### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 19,
      "gpaPercentile": 94,
      "countPercentile": 11,
      "medianCount": 71,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 7,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 6,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 6,
          "current": true
        }
      ]
    }
  }
]
```

#### 1092

##### term

1092

##### gpa

4

##### count

7

##### departments

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

#### 1112

##### term

1112

##### gpa

3.9642857142857144

##### count

14

##### departments

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

#### 1114

##### term

1114

##### gpa

3.973684210526316

##### count

19

##### departments

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

#### 1124

##### term

1124

##### gpa

3.9583333333333335

##### count

24

##### departments

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

#### 1132

##### term

1132

##### gpa

3.9411764705882355

##### count

17

##### departments

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

#### 1134

##### term

1134

##### gpa

3.8043478260869565

##### count

23

##### departments

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

#### 1154

##### term

1154

##### gpa

3.7777777777777777

##### count

9

##### departments

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

#### 1162

##### term

1162

##### gpa

3.5

##### count

10

##### departments

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

#### 1202

##### term

1202

##### gpa

3.9

##### count

5

##### departments

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

#### 1204

##### term

1204

##### gpa

3.892857142857143

##### count

14

##### departments

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

#### 1212

##### term

1212

##### gpa

3.607142857142857

##### count

14

##### departments

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

#### 1222

##### term

1222

##### gpa

3.9583333333333335

##### count

12

##### departments

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

#### 1224

##### term

1224

##### gpa

3.875

##### count

16

##### departments

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

#### 1232

##### term

1232

##### gpa

3.925925925925926

##### count

27

##### departments

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

#### 1234

##### term

1234

##### gpa

3.760869565217391

##### count

23

##### departments

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

#### 1242

##### term

1242

##### gpa

3.7419354838709675

##### count

31

##### university

###### size

1295

###### gpa Percentile

60

###### count Percentile

4

###### median Count

67

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 2     | false   |
| 2.4–2.8 | 11    | false   |
| 2.8–3.2 | 162   | false   |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | true    |

##### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 31,
      "gpaPercentile": 63,
      "countPercentile": 3,
      "medianCount": 107,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 1,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 2,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 13,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 15,
          "current": true
        }
      ]
    }
  }
]
```

#### 1244

##### term

1244

##### gpa

3.9722222222222223

##### count

18

##### departments

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

#### 1252

##### term

1252

##### gpa

3.574074074074074

##### count

27

##### departments

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

#### 1254

##### term

1254

##### gpa

3.9166666666666665

##### count

30

##### university

###### size

1289

###### gpa Percentile

83

###### count Percentile

0

###### median Count

66

###### histogram

| range   | count | current |
| ------- | ----- | ------- |
| 0.0–0.4 | 0     | false   |
| 0.4–0.8 | 0     | false   |
| 0.8–1.2 | 0     | false   |
| 1.2–1.6 | 0     | false   |
| 1.6–2.0 | 0     | false   |
| 2.0–2.4 | 0     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 128   | false   |
| 3.2–3.6 | 379   | false   |
| 3.6–4.0 | 765   | true    |

##### departments

```json
[
  {
    "subject": "ME",
    "comparison": {
      "size": 28,
      "gpaPercentile": 78,
      "countPercentile": 0,
      "medianCount": 121.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 3,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 8,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 17,
          "current": true
        }
      ]
    }
  }
]
```

#### 1262

##### term

1262

##### gpa

3.763157894736842

##### count

19

##### departments

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

### benchmarks

#### all

##### school

###### size

5245

###### gpa

3.6780094915692523

###### top Share

82.92236672311098

###### count

166

##### ME

###### size

88

###### gpa

3.607516234260458

###### top Share

78.55772001425424

###### count

197

#### terms

##### 1084

###### school

###### size

720

###### gpa

3.3670742938849725

###### top Share

63.42064564712246

###### count

70

###### ME

###### size

19

###### gpa

3.3467279257469214

###### top Share

62.869017927773804

###### count

71

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### ME

###### size

17

###### gpa

3.2438208716751173

###### top Share

55.650195662733246

###### 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

##### 1114

###### school

###### size

804

###### gpa

3.3696004653806844

###### top Share

64.0389334741844

###### count

68

###### ME

###### size

19

###### gpa

3.2194204844463745

###### top Share

53.33027979920354

###### count

88

##### 1124

###### school

###### size

821

###### gpa

3.406589342026613

###### top Share

66.35774230127205

###### count

67

###### ME

###### size

17

###### gpa

3.1756785264956235

###### top Share

48.983764154886465

###### count

79

##### 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

##### 1134

###### school

###### size

852

###### gpa

3.4138934207568203

###### top Share

66.35946578182744

###### count

66

###### ME

###### size

19

###### gpa

3.3179505823717044

###### top Share

58.24056457780153

###### count

82

##### 1154

###### school

###### size

935

###### gpa

3.4282378385810093

###### top Share

67.66674668721691

###### count

63

###### ME

###### size

22

###### gpa

3.2267752869123982

###### top Share

53.24290112398058

###### count

82

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

###### ME

###### size

27

###### gpa

3.419766276244962

###### top Share

64.02056497575037

###### count

65

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

###### ME

###### size

21

###### gpa

3.4785985760675224

###### top Share

69.95456644574271

###### count

96

##### 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

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### ME

###### size

23

###### gpa

3.538085451005178

###### top Share

75.05280872206067

###### count

95

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

###### ME

###### size

28

###### gpa

3.5317658980245055

###### top Share

73.85244504654484

###### count

71.5

##### 1224

###### school

###### size

1171

###### gpa

3.5627882428500937

###### top Share

76.37271640560496

###### count

64

###### ME

###### size

24

###### gpa

3.523850925666045

###### top Share

74.7737178649795

###### count

102.5

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

###### ME

###### size

25

###### gpa

3.572892556393539

###### top Share

76.54575303131045

###### count

118

##### 1234

###### school

###### size

1188

###### gpa

3.5799441677552393

###### top Share

77.18256448537606

###### count

65

###### ME

###### size

26

###### gpa

3.5441004803192864

###### top Share

74.40600351589543

###### count

107.5

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ME

###### size

31

###### gpa

3.5460868086391497

###### top Share

75.80892567064664

###### count

107

##### 1244

###### school

###### size

1241

###### gpa

3.5975573126929192

###### top Share

78.29036874847135

###### count

65

###### ME

###### size

27

###### gpa

3.5546362177685946

###### top Share

76.5080798186604

###### count

109

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

###### ME

###### size

28

###### gpa

3.5912563782704816

###### top Share

76.82128204846178

###### count

116.5

##### 1254

###### school

###### size

1289

###### gpa

3.6126423469389106

###### top Share

79.48050408754871

###### count

66

###### ME

###### size

28

###### gpa

3.6206917860927894

###### top Share

78.31689014028125

###### count

121.5

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

###### ME

###### size

31

###### gpa

3.5621240602604693

###### top Share

74.89090043988932

###### count

99

## instructor Trends

```json
[
  {
    "uid": "instructor_5fcc48fbc1c3f62e7481c9fe",
    "name": "WENXIAO PAN",
    "count": 71,
    "terms": [
      {
        "term": "1202",
        "count": 5,
        "sections": 1,
        "gpa": 3.9
      },
      {
        "term": "1222",
        "count": 12,
        "sections": 1,
        "gpa": 3.9583333333333335
      },
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.925925925925926
      },
      {
        "term": "1252",
        "count": 27,
        "sections": 1,
        "gpa": 3.574074074074074
      }
    ]
  },
  {
    "uid": "instructor_2a89e605adc37d459f748897",
    "name": "DAN NEGRUT",
    "count": 50,
    "terms": [
      {
        "term": "1092",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1114",
        "count": 19,
        "sections": 1,
        "gpa": 3.973684210526316
      },
      {
        "term": "1124",
        "count": 24,
        "sections": 1,
        "gpa": 3.9583333333333335
      }
    ]
  },
  {
    "uid": "instructor_01304986e8eaf469bb664660",
    "name": "LIANYI CHEN",
    "count": 48,
    "terms": [
      {
        "term": "1204",
        "count": 14,
        "sections": 1,
        "gpa": 3.892857142857143
      },
      {
        "term": "1224",
        "count": 11,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1244",
        "count": 10,
        "sections": 1,
        "gpa": 3.95
      },
      {
        "term": "1254",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1262",
        "count": 7,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_b6cb6b071ad647fc83991dd4",
    "name": "JINLONG WU",
    "count": 43,
    "terms": [
      {
        "term": "1232",
        "count": 27,
        "sections": 1,
        "gpa": 3.925925925925926
      },
      {
        "term": "1242",
        "count": 16,
        "sections": 1,
        "gpa": 3.9375
      }
    ]
  },
  {
    "uid": "instructor_c2d4cbaaef97e11388e32221",
    "name": "ERIC TERVO",
    "count": 30,
    "terms": [
      {
        "term": "1234",
        "count": 14,
        "sections": 1,
        "gpa": 3.6785714285714284
      },
      {
        "term": "1254",
        "count": 16,
        "sections": 1,
        "gpa": 3.84375
      }
    ]
  },
  {
    "uid": "instructor_49535eb5cf49a1204c616c68",
    "name": "ALLISON MAHVI",
    "count": 27,
    "terms": [
      {
        "term": "1242",
        "count": 15,
        "sections": 1,
        "gpa": 3.533333333333333
      },
      {
        "term": "1262",
        "count": 12,
        "sections": 1,
        "gpa": 3.625
      }
    ]
  },
  {
    "uid": "instructor_8b47c98665faece07fee3cdc",
    "name": "TOBY HEYN",
    "count": 24,
    "terms": [
      {
        "term": "1124",
        "count": 24,
        "sections": 1,
        "gpa": 3.9583333333333335
      }
    ]
  },
  {
    "uid": "instructor_3da328f44efa3b65ea76109f",
    "name": "MARIO TRUJILLO",
    "count": 23,
    "terms": [
      {
        "term": "1112",
        "count": 14,
        "sections": 1,
        "gpa": 3.9642857142857144
      },
      {
        "term": "1132",
        "count": 9,
        "sections": 1,
        "gpa": 3.888888888888889
      }
    ]
  },
  {
    "uid": "instructor_f96c98a7584829989cf898c5",
    "name": "KRISHNAN SURESH",
    "count": 19,
    "terms": [
      {
        "term": "1084",
        "count": 6,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1134",
        "count": 13,
        "sections": 1,
        "gpa": 3.9615384615384617
      }
    ]
  },
  {
    "uid": "instructor_556d7d0dcebe272585401cb1",
    "name": "VADIM SHAPIRO",
    "count": 17,
    "terms": [
      {
        "term": "1132",
        "count": 8,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1154",
        "count": 9,
        "sections": 1,
        "gpa": 3.7777777777777777
      }
    ]
  },
  {
    "uid": "instructor_b443eae13c68c8c375d29664",
    "name": "SANGKEE MIN",
    "count": 16,
    "terms": [
      {
        "term": "1244",
        "count": 8,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1254",
        "count": 8,
        "sections": 1,
        "gpa": 4
      }
    ]
  },
  {
    "uid": "instructor_1fffa2a49862a191af7adbc1",
    "name": "STEPHAN RUDYKH",
    "count": 14,
    "terms": [
      {
        "term": "1212",
        "count": 14,
        "sections": 1,
        "gpa": 3.607142857142857
      }
    ]
  },
  {
    "uid": "instructor_3d13bc0864d6ff4f6364abcb",
    "name": "SHIVA RUDRARAJU",
    "count": 14,
    "terms": [
      {
        "term": "1224",
        "count": 5,
        "sections": 1,
        "gpa": 3.6
      },
      {
        "term": "1234",
        "count": 9,
        "sections": 1,
        "gpa": 3.888888888888889
      }
    ]
  },
  {
    "uid": "instructor_1cbdcd8307fad7bf03c24ce2",
    "name": "DARRYL THELEN",
    "count": 11,
    "terms": [
      {
        "term": "1084",
        "count": 11,
        "sections": 1,
        "gpa": 3.909090909090909
      }
    ]
  },
  {
    "uid": "instructor_3d4c5b8d4f1015ba84b22455",
    "name": "JOHN MOSKWA",
    "count": 10,
    "terms": [
      {
        "term": "1134",
        "count": 10,
        "sections": 1,
        "gpa": 3.6
      }
    ]
  },
  {
    "uid": "instructor_55eef23c4d5e2409e90bd9f2",
    "name": "XIAOCHUN LI",
    "count": 10,
    "terms": [
      {
        "term": "1084",
        "count": 10,
        "sections": 1,
        "gpa": 3.75
      }
    ]
  },
  {
    "uid": "instructor_e1f527f842304b8512203831",
    "name": "XIAOPING QIAN",
    "count": 10,
    "terms": [
      {
        "term": "1162",
        "count": 10,
        "sections": 1,
        "gpa": 3.5
      }
    ]
  },
  {
    "uid": "instructor_8f75497f1ef58a0972fe0e01",
    "name": "FRANK PFEFFERKORN",
    "count": 6,
    "terms": [
      {
        "term": "1084",
        "count": 6,
        "sections": 1,
        "gpa": 4
      }
    ]
  }
]
```

## following

None recorded.
