# BSE 990: Research | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/BSE_990)

## 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

2c1db6b169682998fdc12e377804c7c2c626c9b7545140590b3fdb9440edac1f

### course id

BSE 990

### course uid

course\_3e2fdb5e37e844e9cfb096be

### catalog version id

b8bfdcf8d94ba56ceac971daa263d5808678e41ea581ceb54ef823519f9d9227

### course number

990

### subjects

* BSE

### title

RESEARCH

### description

Independent laboratory research in preparation of a graduate thesis under supervision of a faculty member

### requirements text

Consent of instructor

### credits min

1

### credits max

12

### credit offering ids

* 1272:112:000546

### llm job id

enrich-8b774950c2b6adfdc46d1b82

### llm output id

a06d1dd1d07d6e5e83a672165b9655700acbf3b0c017203fa0412f1f2c06fec5

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

BSE 990 is a research course for graduate thesis preparation under faculty supervision.

### llm topics

* Graduate thesis development
* Laboratory research methods

### llm skills

* Conducting independent laboratory research
* Preparing a graduate thesis

### llm assumed background

None recorded.

### llm search phrases

* graduate thesis research
* independent laboratory research
* BSE 990 research credits
* thesis preparation course

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

insufficient\_evidence

### catalog variants

None recorded.

### student summary

#### context hash

d35f85561c51027670340e2ff3e3664123606622bb4b7c37089e4c936b49324c

#### course id

BSE 990

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc",
    "message": "No course-specific reviews available",
    "name": "Anita Thompson",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2515947",
    "summary": []
  },
  {
    "instructor_uid": "instructor_7396bdbf1529816750c13888",
    "message": "No course-specific reviews available",
    "name": "Brian Luck",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_ac4a18f05fb0c0ecc930eb06",
    "message": "No course-specific reviews available",
    "name": "Christopher Choi",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2592505",
    "summary": []
  },
  {
    "instructor_uid": "instructor_0e19802a2dead7821de860a2",
    "message": "No course-specific reviews available",
    "name": "Gulustan Ozturk",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_1325f04ab728f00fd9ef16c7",
    "message": "No course-specific reviews available",
    "name": "John Shutske",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2682730",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c1d2db1361cb4ce256c8f95b",
    "message": "No course-specific reviews available",
    "name": "Krishnapuram Karthikeyan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_dd20ad0e72eb3dfcaf7380df",
    "message": "No course-specific reviews available",
    "name": "Licheng Liu",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_38288f6f90cbbe2792b2a5cf",
    "message": "No course-specific reviews available",
    "name": "Mallika Nocco",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_6bdec6e7b087e19a75445172",
    "message": "No course-specific reviews available",
    "name": "Margaret Kalcic",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_0d8b6e12658e3c95cf8e7aa5",
    "message": "No course-specific reviews available",
    "name": "Matthew Digman",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_43532e72ea4ded0ecbc4ec7f",
    "message": "No course-specific reviews available",
    "name": "Nesli Akdeniz Onuki",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_58b35b08e7c7ee851a2a75fd",
    "message": "No course-specific reviews available",
    "name": "Paul Stoy",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:2682732",
    "summary": []
  },
  {
    "instructor_uid": "instructor_87c9d3322f95730e07ffc089",
    "message": "No course-specific reviews available",
    "name": "Robert Anex",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1999387",
    "summary": []
  },
  {
    "instructor_uid": "instructor_7421eccfb6a9888ee073fe3b",
    "message": "No course-specific reviews available",
    "name": "Sundaram Gunasekaran",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1651529",
    "summary": []
  },
  {
    "instructor_uid": "instructor_f56b36bda97f5de51ae84959",
    "message": "No course-specific reviews available",
    "name": "Troy Runge",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": "rmp:1986240",
    "summary": []
  },
  {
    "instructor_uid": "instructor_c993e676c2fa4bbe0ba9631e",
    "message": "No course-specific reviews available",
    "name": "Xuejun Pan",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  },
  {
    "instructor_uid": "instructor_89ddaa1a7c559406b347f320",
    "message": "No course-specific reviews available",
    "name": "Zhou Zhang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": []
  }
]
```

#### difficulty workload

None recorded.

#### errors

None recorded.

#### historical context

None recorded.

#### message

No course-specific reviews available

#### offered

true

#### profile hash

5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02

#### quick take

None recorded.

#### student experience

None recorded.

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

ANITA THOMPSON is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Spring 2023, Fall 2023, Spring 2024. Recorded history may be incomplete and does not establish a future schedule.

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}
```

BRIAN LUCK is recorded teaching in Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

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      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 39,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

CHRISTOPHER CHOI is recorded teaching in Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      },
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    },
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1134",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
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    {
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    {
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    {
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      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
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      },
      "table": "section_grades_latest",
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      "type": "grade"
    },
    {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
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      "table": "section_grades_latest",
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      "type": "grade"
    },
    {
      "course_id": "BSE 990",
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 38,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
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      "section_number": 38,
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      "source_record": {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

GULUSTAN OZTURK is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 45,
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

JOHN SHUTSKE is recorded teaching in Fall 2020, Fall 2021, Fall 2022, Spring 2023, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
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      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 25,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

KRISHNAPURAM KARTHIKEYAN is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
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      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1072",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 3,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1074",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
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      "section_number": 3,
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    {
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    },
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      "table": "section_grades_latest",
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    },
    {
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    },
    {
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    },
    {
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    {
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    {
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      "section_number": 3,
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      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
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    {
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      "section_number": 3,
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      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

LICHENG LIU is recorded teaching in Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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    {
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MALLIKA NOCCO is recorded teaching in Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 36,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MARGARET KALCIC is recorded teaching in Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
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      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1224",
      "type": "grade"
    },
    {
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      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
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      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
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      "section_number": 31,
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      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 42,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

MATTHEW DIGMAN is recorded teaching in Fall 2009, Fall 2010, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1102",
      "type": "grade"
    },
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1112",
      "type": "grade"
    },
    {
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      "section_number": 40,
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      "source_record": {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1204",
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    },
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    {
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    {
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      "table": "section_grades_latest",
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    {
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      "source_record": {
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      "section_number": 13,
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      "table": "section_grades_latest",
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      "type": "grade"
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    {
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        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

NESLI AKDENIZ ONUKI is recorded teaching in Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    },
    {
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      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
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      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 14,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

PAUL STOY is recorded teaching in Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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      "source_record": {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1204",
      "type": "grade"
    },
    {
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      },
      "table": "section_grades_latest",
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      },
      "table": "section_grades_latest",
      "term_id": "1222",
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      },
      "table": "section_grades_latest",
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    {
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      },
      "table": "section_grades_latest",
      "term_id": "1234",
      "type": "grade"
    },
    {
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      "section_number": 40,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
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      },
      "table": "section_grades_latest",
      "term_id": "1244",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
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      "section_number": 40,
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      "source_record": {
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      },
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    },
    {
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      "section_number": 31,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1254",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 40,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
        "entity_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    },
    {
      "course_id": "BSE 990",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 31,
      "source_course_id": "ae31ad0b-7ee8-3bb8-bdbb-e63d16b9d0d9",
      "source_record": {
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

ROBERT ANEX is recorded teaching in Fall 2010, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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      "table": "section_grades_latest",
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    {
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    {
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    },
    {
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      },
      "table": "section_grades_latest",
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    },
    {
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      },
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      "term_id": "1264",
      "type": "grade"
    }
  ]
}
```

SUNDARAM GUNASEKARAN is recorded teaching in Fall 2006, Spring 2007, Fall 2007, Spring 2008, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

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```

TROY RUNGE is recorded teaching in Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

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```

XUEJUN PAN is recorded teaching in Fall 2007, Fall 2008, Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 2011, Fall 2011, Spring 2012, Fall 2012, Spring 2013, Fall 2013, Spring 2014, Fall 2014, Spring 2015, Fall 2015, Spring 2016, Fall 2016, Spring 2017, Fall 2017, Spring 2018, Fall 2018, Spring 2019, Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

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      },
      "table": "section_grades_latest",
      "term_id": "1264",
      "type": "grade"
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  ]
}
```

ZHOU ZHANG is recorded teaching in Fall 2019, Spring 2020, Fall 2020, Fall 2021, Spring 2022, Fall 2022, Spring 2023, Fall 2023, Spring 2024, Fall 2024, Spring 2025, Fall 2025, Spring 2026. Recorded history may be incomplete and does not establish a future schedule.

```json
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}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
  {
    "children": [],
    "condition": "Consent of instructor",
    "course": null,
    "evidence": "Consent of instructor",
    "id": "n0",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_fd5ac2e0bd5bb200ef937afc",
    "source": "enrollment",
    "source_instructor_id": "amthompson2",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Anita Thompson",
    "email": "AMTHOMPSON2@WISC.EDU",
    "first_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
      "review_count": 3,
      "quality": 5,
      "difficulty": 2.67,
      "quality_count": 3,
      "difficulty_count": 3,
      "profile_id": "rmp:2515947",
      "source_url": "https://www.ratemyprofessors.com/professor/2515947",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:02.608764+00:00",
      "courses": {
        "course_c34a5969a9274d7260732350": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 3,
          "quality_count": 2,
          "difficulty_count": 2
        },
        "course_ea44c428c56b98f3ced1d8b7": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 2,
          "quality_count": 1,
          "difficulty_count": 1
        }
      },
      "bayesian_quality": 3.8345093769970395,
      "prior_mean": 3.6596857835465957,
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```

### offerings

```json
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    "title": "Research",
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    "typically_offered": "Fall, Spring, Summer"
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]
```

### sections

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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:10807",
    "term_id": "1272",
    "source_section_id": "10807",
    "identity_basis": "class_number",
    "section_number": "039",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 3,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:21888",
    "term_id": "1272",
    "source_section_id": "21888",
    "identity_basis": "class_number",
    "section_number": "040",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 1,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:30362",
    "term_id": "1272",
    "source_section_id": "30362",
    "identity_basis": "class_number",
    "section_number": "042",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 5,
    "enrolled": 0,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:37328",
    "term_id": "1272",
    "source_section_id": "37328",
    "identity_basis": "class_number",
    "section_number": "022",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 3,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:37329",
    "term_id": "1272",
    "source_section_id": "37329",
    "identity_basis": "class_number",
    "section_number": "027",
    "section_type": "IND",
    "instruction_mode": "Classroom Instruction",
    "capacity": 10,
    "enrolled": 1,
    "waitlisted": 0,
    "start_date": "2026-09-02 05:00:00+00:00",
    "end_date": "2026-12-09 06:00:00+00:00"
  }
]
```

### grade instructors

```json
[
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    "source": "madgrades",
    "source_instructor_id": "2600979",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "SUNDARAM GUNASEKARAN",
    "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": 3,
      "quality": 2,
      "difficulty": 3.67,
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      "difficulty_count": 3,
      "profile_id": "rmp:1651529",
      "source_url": "https://www.ratemyprofessors.com/professor/1651529",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:04:24.430498+00:00",
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    },
    "instructor_url": "/instructors/SUNDARAM_GUNASEKARAN--instructor_0302048966cc03f9f593b1d8"
  },
  {
    "instructor_uid": "instructor_237b2d7cbc6b851ab0161072",
    "source": "madgrades",
    "source_instructor_id": "3213425",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KRISHNAPURAM KARTHIKEYAN",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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      ],
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    },
    "instructor_url": "/instructors/KRISHNAPURAM_KARTHIKEYAN--instructor_237b2d7cbc6b851ab0161072"
  },
  {
    "instructor_uid": "instructor_65739112297dbed3a29c50c3",
    "source": "madgrades",
    "source_instructor_id": "664097",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "KEVIN SHINNERS",
    "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",
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    "instructor_url": "/instructors/KEVIN_SHINNERS"
  },
  {
    "instructor_uid": "instructor_9ee35d4338e089166d83b361",
    "source": "madgrades",
    "source_instructor_id": "3567094",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ANITA THOMPSON",
    "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": {
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      "difficulty": 2.67,
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      "difficulty_count": 3,
      "profile_id": "rmp:2515947",
      "source_url": "https://www.ratemyprofessors.com/professor/2515947",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:55:02.608764+00:00",
      "courses": {
        "course_c34a5969a9274d7260732350": {
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        },
        "course_ea44c428c56b98f3ced1d8b7": {
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      },
      "bayesian_quality": 3.8345093769970395,
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    },
    "grade_statistics": {
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    },
    "instructor_url": "/instructors/ANITA_THOMPSON--instructor_9ee35d4338e089166d83b361"
  },
  {
    "instructor_uid": "instructor_30e2686c521222d9571b9e79",
    "source": "madgrades",
    "source_instructor_id": "3674417",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROBIN K CONNELLY",
    "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",
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    "instructor_url": "/instructors/ROBIN_K_CONNELLY"
  },
  {
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    "source": "madgrades",
    "source_instructor_id": "2601805",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "ROGER M. ROWELL",
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    "instructor_url": "/instructors/ROGER_M_ROWELL--instructor_4c02322067261973722c9d27"
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    "source": "madgrades",
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    "identity_status": "source_identified",
    "name": "DOUGLAS REINEMANN",
    "email": null,
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "instructor_url": "/instructors/DOUGLAS_REINEMANN"
  },
  {
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    "name": "XUEJUN PAN",
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    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "instructor_url": "/instructors/XUEJUN_PAN--instructor_d295a2119b6e8a6ee56ad472"
  },
  {
    "instructor_uid": "instructor_aa746baf419aa08fafedd63f",
    "source": "madgrades",
    "source_instructor_id": "2602104",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "JOHN RALPH",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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  {
    "instructor_uid": "instructor_c5c3287f999007d10f10db53",
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    "identity_basis": "source_id",
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    "name": "MARK ETZEL",
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    },
    "instructor_url": "/instructors/MARK_ETZEL--instructor_c5c3287f999007d10f10db53"
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  {
    "instructor_uid": "instructor_2e360dcae575148aa7164338",
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    "identity_status": "source_identified",
    "name": "RICHARD HARTEL",
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "grade_statistics": {
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    },
    "instructor_url": "/instructors/RICHARD_HARTEL--instructor_2e360dcae575148aa7164338"
  },
  {
    "instructor_uid": "instructor_7896f9bd6a0f3587304b0ea5",
    "source": "madgrades",
    "source_instructor_id": "3016588",
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    "identity_status": "source_identified",
    "name": "MATTHEW DIGMAN",
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    "grade_statistics": {
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    },
    "instructor_url": "/instructors/MATTHEW_DIGMAN--instructor_7896f9bd6a0f3587304b0ea5"
  },
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    "identity_status": "source_identified",
    "name": "THOMAS JEFFRIES",
    "email": null,
    "first_observed_at": "2026-09-06 23:14:58.172943+00:00",
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    "name": "TROY RUNGE",
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  },
  {
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    "source": "enrollment",
    "source_instructor_id": "kkarthikeyan",
    "identity_basis": "netid",
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    "name": "Krishnapuram Karthikeyan",
    "email": "KKARTHIKEYAN@WISC.EDU",
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  },
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  },
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    "last_observed_at": "2026-09-07 15:55:43.033547+00:00",
    "ratings": {
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      "source_url": "https://www.ratemyprofessors.com/professor/1986240",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:01:05.212331+00:00",
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    "name": "Anita Thompson",
    "email": "AMTHOMPSON2@WISC.EDU",
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]
```

### grades

```json
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    ],
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  },
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    "term_id": "1074",
    "term_name": "Spring 2007",
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      "Anita Thompson",
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      "ROBIN K CONNELLY",
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  },
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      "Krishnapuram Karthikeyan",
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  },
  {
    "run_id": "20260907T155543-ce3781c4",
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    ]
  },
  {
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      "John Ralph",
      "KEVIN SHINNERS",
      "Krishnapuram Karthikeyan",
      "MARK ETZEL",
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      "THOMAS JEFFRIES",
      "Troy Runge",
      "Xuejun Pan"
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  },
  {
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  },
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    ],
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    "source_aliases": [
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  },
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      "Margaret Kalcic",
      "Matthew Digman",
      "Nesli Akdeniz Onuki",
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  },
  {
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    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "BSE 990",
    "course_uid": "course_3e2fdb5e37e844e9cfb096be",
    "term_id": "1264",
    "term_name": "Spring 2026",
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      "Brian Luck",
      "Christopher Choi",
      "Gulustan Ozturk",
      "Krishnapuram Karthikeyan",
      "Licheng Liu",
      "Mallika Nocco",
      "Margaret Kalcic",
      "Matthew Digman",
      "Nesli Akdeniz Onuki",
      "Paul Stoy",
      "Robert Anex",
      "Sundaram Gunasekaran",
      "Xuejun Pan",
      "Zhou Zhang"
    ],
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    "source_aliases": [
      "BSE 990"
    ]
  }
]
```

### statistics

#### graded

0

#### counts

* 0
* 0
* 0
* 0
* 0
* 0
* 0

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_3e2fdb5e37e844e9cfb096be-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3e2fdb5e37e844e9cfb096be-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_3e2fdb5e37e844e9cfb096be-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3e2fdb5e37e844e9cfb096be-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_3e2fdb5e37e844e9cfb096be-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3e2fdb5e37e844e9cfb096be-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## instructor Trends

None recorded.

## following

None recorded.
