# EP 271: Engineering Problem Solving I | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/EP_271)

## 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
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* 1194
* 1192
* 1184
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* 1172
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* 1162
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### 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

ad2231f0889ef2db6a201bb9435602cffd7cb858a12fa73b68f926fe791ed5e5

### course id

EP 271

### course uid

course\_357e5ceed1d47248886bd716

### catalog version id

cc5cddb5a02ff865871703aa8c3e24950457f5b7d3d5ae90b7caf04496c7e88f

### course number

271

### subjects

* EP

### title

ENGINEERING PROBLEM SOLVING I

### description

Solution of engineering problems using commercially-available software tools (spreadsheets, symbolic manipulators, and equation solvers). The emphasis will be on nuclear engineering problems, including radioactive decay, nuclear cross sections, scattering, and criticality.

### requirements text

MATH 222and (E M A 201,PHYSICS 201,207,247, or concurrent enrollment) or member of Engineering Guest Students

### credits min

3

### credits max

3

### credit offering ids

* 1272:347:013794

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

36715f084a226411fa3eb361d28a16d38856d094c3432ea30174b341933b4b58

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

EP 271 teaches solving engineering problems using software tools like spreadsheets and equation solvers, with a focus on nuclear engineering applications.

### llm topics

* Radioactive decay, nuclear cross sections, scattering, and criticality

### llm skills

* Solving engineering problems with spreadsheets, symbolic manipulators, and equation solvers
* Applying software tools to nuclear engineering problems like decay, cross sections, and criticality

### llm assumed background

* Calculus (MATH 222) and one of EMA 201, PHYSICS 201, PHYSICS 207, or PHYSICS 247

### llm search phrases

* engineering problem solving software
* nuclear engineering tools
* EP 271 spreadsheets equation solvers
* radioactive decay criticality software

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

844017fbe3a24c30212ac37a635666b2917a6018247d8733738e83ac73d5016c

#### course id

EP 271

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_296ecb9badae13cb1ba2e23d",
    "message": "No course-specific reviews available",
    "name": "Yongfeng Zhang",
    "review_status": "no_course_reviews",
    "rmp_instructor_id": null,
    "summary": [
      {
        "citations": [
          {
            "course_id": "EP 271",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
            "source_record": {
              "entity_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
              "file": "tables/observations.parquet",
              "kind": "grades",
              "source": "madgrades"
            },
            "table": "section_grades_latest",
            "term_id": "1262",
            "type": "grade"
          }
        ],
        "text": "Recent recorded grades — Fall 2025: 3.32 GPA, 64.7% A/AB (n=17 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Historical reviews of Charles Hirst, Charlie Hirst: Homework assignments are described as very difficult and often completed in groups. Exams are considered easy because they consist of reworked homework problems under an open-note format.

```json
{
  "citations": [
    {
      "instructor_name": "Charlie Hirst",
      "review_date": "2024-12-11 18:19:36 +0000 UTC",
      "review_id": "94bd998d7d57cd33e678072c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057874",
      "source_review_id": "UmF0aW5nLTQwMjI0NjI4",
      "source_url": "https://www.ratemyprofessors.com/professor/3057874",
      "type": "review"
    },
    {
      "instructor_name": "Charles Hirst",
      "review_date": "2025-02-06 20:27:20 +0000 UTC",
      "review_id": "0cbbd41956919d11c4eaff9c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057878",
      "source_review_id": "UmF0aW5nLTQwNjQ3Mzg4",
      "source_url": "https://www.ratemyprofessors.com/professor/3057878",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

Historical reviews of Gregory Moses: Gregory Moses is a good teacher who lectures minimally, spending class time helping students with Maple and MatLab problems. He is described as a nuclear engineer who retires soon.

```json
{
  "citations": [
    {
      "instructor_name": "Gregory Moses",
      "review_date": "2016-01-08 19:15:22 +0000 UTC",
      "review_id": "78bd30f06d6ae6229a72a6e0",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:620299",
      "source_review_id": "UmF0aW5nLTI1OTA1MTE4",
      "source_url": "https://www.ratemyprofessors.com/professor/620299",
      "type": "review"
    }
  ]
}
```

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Historical reviews for Charlie Hirst describe a tough curriculum with difficult homework, but praise his enthusiasm and accessibility. Students report learning applicable skills despite the challenging format.

```json
{
  "citations": [
    {
      "instructor_name": "Charlie Hirst",
      "review_date": "2024-12-11 18:19:36 +0000 UTC",
      "review_id": "94bd998d7d57cd33e678072c",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057874",
      "source_review_id": "UmF0aW5nLTQwMjI0NjI4",
      "source_url": "https://www.ratemyprofessors.com/professor/3057874",
      "type": "review"
    },
    {
      "instructor_name": "Charles Hirst",
      "review_date": "2024-12-12 03:21:24 +0000 UTC",
      "review_id": "d7d319f4d77d7aabe944f89f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057878",
      "source_review_id": "UmF0aW5nLTQwMjQwOTIw",
      "source_url": "https://www.ratemyprofessors.com/professor/3057878",
      "type": "review"
    },
    {
      "instructor_name": "Charlie Hirst",
      "review_date": "2024-12-21 03:34:33 +0000 UTC",
      "review_id": "c54f5e3d1b2fee663cde92f2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057874",
      "source_review_id": "UmF0aW5nLTQwNDA0NjYw",
      "source_url": "https://www.ratemyprofessors.com/professor/3057874",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2023: 2.84 GPA, 29.5% A/AB (n=44 letter grades); Fall 2024: 3.40 GPA, 70.2% A/AB (n=47 letter grades); Fall 2025: 3.32 GPA, 64.7% A/AB (n=17 letter grades).

```json
{
  "citations": [
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
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        "file": "tables/observations.parquet",
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      },
      "table": "grades_latest",
      "term_id": "1252",
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        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### student experience

Historical reviews of Charles Hirst, Charlie Hirst: Students find the instructor enthusiastic and invested in their learning, with one reviewer calling him their favorite. However, the course format is cited as a significant source of stress.

```json
{
  "citations": [
    {
      "instructor_name": "Charles Hirst",
      "review_date": "2024-12-12 03:21:24 +0000 UTC",
      "review_id": "d7d319f4d77d7aabe944f89f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057878",
      "source_review_id": "UmF0aW5nLTQwMjQwOTIw",
      "source_url": "https://www.ratemyprofessors.com/professor/3057878",
      "type": "review"
    },
    {
      "instructor_name": "Charlie Hirst",
      "review_date": "2024-12-21 03:34:33 +0000 UTC",
      "review_id": "c54f5e3d1b2fee663cde92f2",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:3057874",
      "source_review_id": "UmF0aW5nLTQwNDA0NjYw",
      "source_url": "https://www.ratemyprofessors.com/professor/3057874",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

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

```json
{
  "citations": [
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
        "entity_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1222",
      "type": "grade"
    },
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
        "entity_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1232",
      "type": "grade"
    },
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
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      },
      "table": "section_grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

CHARLIE HIRST is recorded teaching in Fall 2024. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
        "entity_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1252",
      "type": "grade"
    }
  ]
}
```

GREGORY MOSES is recorded teaching in Fall 2013, Fall 2014, Fall 2015. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
      "source_record": {
        "entity_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1142",
      "type": "grade"
    },
    {
      "course_id": "EP 271",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 2,
      "source_course_id": "9c5ff5e1-c496-309d-a539-7954f5e7ffe1",
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      },
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        "kind": "grades",
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      },
      "table": "section_grades_latest",
      "term_id": "1152",
      "type": "grade"
    },
    {
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      "section_number": 2,
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    },
    {
      "course_id": "EP 271",
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      "section_number": 1,
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      },
      "table": "section_grades_latest",
      "term_id": "1162",
      "type": "grade"
    }
  ]
}
```

YONGFENG ZHANG is recorded teaching in Fall 2025. Recorded history may be incomplete and does not establish a future schedule.

```json
{
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        "source": "madgrades"
      },
      "table": "section_grades_latest",
      "term_id": "1262",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
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      "n1",
      "n2"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222and (E M A 201,PHYSICS 201,207,247, or concurrent enrollment) or member of Engineering Guest Students",
    "id": "n0",
    "kind": "any"
  },
  {
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      "n3",
      "n4"
    ],
    "condition": null,
    "course": null,
    "evidence": "MATH 222and (E M A 201,PHYSICS 201,207,247, or concurrent enrollment)",
    "id": "n1",
    "kind": "all"
  },
  {
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    "condition": "member of Engineering Guest Students",
    "course": null,
    "evidence": "member of Engineering Guest Students",
    "id": "n2",
    "kind": "condition"
  },
  {
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      "minimum_grade": null,
      "subjects": [
        "MATH"
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      "timing": "prior"
    },
    "evidence": "MATH 222",
    "id": "n3",
    "kind": "course"
  },
  {
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      "n5",
      "n6",
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      "n8"
    ],
    "condition": null,
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    "evidence": "(E M A 201,PHYSICS 201,207,247, or concurrent enrollment)",
    "id": "n4",
    "kind": "any"
  },
  {
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      "subjects": [
        "EMA"
      ],
      "timing": "prior_or_concurrent"
    },
    "evidence": "E M A 201",
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  },
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    "evidence": "207",
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      "timing": "prior_or_concurrent"
    },
    "evidence": "247",
    "id": "n8",
    "kind": "course"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

| instructor\_uid                      | source     | source\_instructor\_id | identity\_basis | identity\_status   | name           | email                | first\_observed\_at              | last\_observed\_at               | instructor\_url              |
| ------------------------------------ | ---------- | ---------------------- | --------------- | ------------------ | -------------- | -------------------- | -------------------------------- | -------------------------------- | ---------------------------- |
| instructor\_296ecb9badae13cb1ba2e23d | enrollment | yzhang2446             | netid           | source\_identified | Yongfeng Zhang | YZHANG2446\@WISC.EDU | 2026-09-07 15:55:43.033547+00:00 | 2026-09-07 15:55:43.033547+00:00 | /instructors/YONGFENG\_ZHANG |

### offerings

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
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    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1272",
    "source_course_id": "013794",
    "source_subject_id": "347",
    "title": "Engineering Problem Solving I",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
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    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:11566",
    "term_id": "1272",
    "source_section_id": "11566",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 34,
    "enrolled": 32,
    "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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]
```

### grades

```json
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    "term_name": "Fall 2018",
    "instructors": [
      "AARON NIMITYONGSKUL"
    ],
    "a": 17,
    "ab": 13,
    "b": 16,
    "bc": 2,
    "c": 2,
    "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": 50,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1202",
    "term_name": "Fall 2019",
    "instructors": [
      "JAMES P BLANCHARD"
    ],
    "a": 37,
    "ab": 3,
    "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": 40,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "CARL SOVINEC"
    ],
    "a": 5,
    "ab": 12,
    "b": 14,
    "bc": 6,
    "c": 2,
    "d": 2,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 45,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1222",
    "term_name": "Fall 2021",
    "instructors": [
      "CARL SOVINEC"
    ],
    "a": 5,
    "ab": 14,
    "b": 6,
    "bc": 7,
    "c": 3,
    "d": 2,
    "f": 3,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 40,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1232",
    "term_name": "Fall 2022",
    "instructors": [
      "CARL SOVINEC"
    ],
    "a": 4,
    "ab": 13,
    "b": 15,
    "bc": 3,
    "c": 3,
    "d": 3,
    "f": 2,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 44,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "CARL SOVINEC"
    ],
    "a": 4,
    "ab": 9,
    "b": 15,
    "bc": 7,
    "c": 6,
    "d": 3,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 1,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 45,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1252",
    "term_name": "Fall 2024",
    "instructors": [
      "Charles Hirst"
    ],
    "a": 8,
    "ab": 25,
    "b": 11,
    "bc": 3,
    "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": 47,
    "source_aliases": [
      "EP 271"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "EP 271",
    "course_uid": "course_357e5ceed1d47248886bd716",
    "term_id": "1262",
    "term_name": "Fall 2025",
    "instructors": [
      "Yongfeng Zhang"
    ],
    "a": 1,
    "ab": 10,
    "b": 5,
    "bc": 1,
    "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": 17,
    "source_aliases": [
      "EP 271"
    ]
  }
]
```

### statistics

#### gpa

3.17

#### graded

572

#### counts

* 161
* 149
* 152
* 41
* 36
* 17
* 16

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_357e5ceed1d47248886bd716-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_357e5ceed1d47248886bd716-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_357e5ceed1d47248886bd716-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_357e5ceed1d47248886bd716-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_357e5ceed1d47248886bd716-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_357e5ceed1d47248886bd716-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_357e5ceed1d47248886bd716-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_357e5ceed1d47248886bd716-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_357e5ceed1d47248886bd716-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_357e5ceed1d47248886bd716-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.1695804195804196

#### count

572

#### university

##### size

3764

##### gpa Percentile

6

##### count Percentile

80

##### median Count

167

##### 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 | 1     | false   |
| 2.4–2.8 | 7     | false   |
| 2.8–3.2 | 270   | true    |
| 3.2–3.6 | 1025  | false   |
| 3.6–4.0 | 2461  | false   |

#### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

### terms

#### 1142

##### term

1142

##### gpa

3.2093023255813953

##### count

43

##### university

###### size

853

###### gpa Percentile

32

###### count Percentile

25

###### 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 | 4     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 228   | false   |
| 3.2–3.6 | 320   | true    |
| 3.6–4.0 | 268   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1152

##### term

1152

##### gpa

3.0434782608695654

##### count

46

##### university

###### size

918

###### gpa Percentile

16

###### count Percentile

30

###### median Count

65

###### 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 | 1     | false   |
| 2.4–2.8 | 33    | false   |
| 2.8–3.2 | 227   | true    |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 286   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1162

##### term

1162

##### gpa

2.663265306122449

##### count

49

##### university

###### size

954

###### gpa Percentile

1

###### count Percentile

35

###### median Count

64.5

###### 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 | 23    | true    |
| 2.8–3.2 | 234   | false   |
| 3.2–3.6 | 350   | false   |
| 3.6–4.0 | 345   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1172

##### term

1172

##### gpa

3.3469387755102042

##### count

49

##### university

###### size

991

###### gpa Percentile

39

###### count Percentile

33

###### 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 | 0     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 226   | false   |
| 3.2–3.6 | 353   | true    |
| 3.6–4.0 | 390   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1182

##### term

1182

##### gpa

3.4916666666666667

##### count

60

##### university

###### size

1025

###### gpa Percentile

49

###### count Percentile

42

###### median Count

69

###### 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 | 1     | false   |
| 2.4–2.8 | 21    | false   |
| 2.8–3.2 | 216   | false   |
| 3.2–3.6 | 369   | true    |
| 3.6–4.0 | 418   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1192

##### term

1192

##### gpa

3.41

##### count

50

##### university

###### size

1077

###### gpa Percentile

39

###### count Percentile

34

###### 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 | 1     | false   |
| 2.4–2.8 | 22    | false   |
| 2.8–3.2 | 203   | false   |
| 3.2–3.6 | 370   | true    |
| 3.6–4.0 | 481   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1202

##### term

1202

##### gpa

3.9625

##### count

40

##### university

###### size

1102

###### gpa Percentile

93

###### count Percentile

21

###### median Count

68

###### 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 | 1     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 218   | false   |
| 3.2–3.6 | 371   | false   |
| 3.6–4.0 | 498   | true    |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1212

##### term

1212

##### gpa

2.840909090909091

##### count

44

##### university

###### size

1111

###### gpa Percentile

1

###### count Percentile

26

###### median Count

68

###### 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 | 4     | false   |
| 2.8–3.2 | 159   | true    |
| 3.2–3.6 | 337   | false   |
| 3.6–4.0 | 611   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1222

##### term

1222

##### gpa

2.8125

##### count

40

##### university

###### size

1157

###### gpa Percentile

2

###### count Percentile

22

###### median Count

64

###### 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 | 1     | false   |
| 2.4–2.8 | 17    | false   |
| 2.8–3.2 | 174   | true    |
| 3.2–3.6 | 351   | false   |
| 3.6–4.0 | 614   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1232

##### term

1232

##### gpa

2.86046511627907

##### count

43

##### university

###### size

1216

###### gpa Percentile

2

###### count Percentile

27

###### 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 | 2     | false   |
| 2.4–2.8 | 14    | false   |
| 2.8–3.2 | 174   | true    |
| 3.2–3.6 | 356   | false   |
| 3.6–4.0 | 670   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1242

##### term

1242

##### gpa

2.840909090909091

##### count

44

##### university

###### size

1295

###### gpa Percentile

1

###### count Percentile

30

###### 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   | true    |
| 3.2–3.6 | 394   | false   |
| 3.6–4.0 | 726   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1252

##### term

1252

##### gpa

3.404255319148936

##### count

47

##### university

###### size

1333

###### gpa Percentile

23

###### count Percentile

31

###### median Count

69

###### 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 | 14    | false   |
| 2.8–3.2 | 115   | false   |
| 3.2–3.6 | 431   | true    |
| 3.6–4.0 | 773   | false   |

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

#### 1262

##### term

1262

##### gpa

3.323529411764706

##### count

17

##### departments

| subject | comparison |
| ------- | ---------- |
| EP      |            |

### benchmarks

#### all

##### school

###### size

3764

###### gpa

3.6690362800756193

###### top Share

82.5053134135581

###### count

167

#### terms

##### 1142

###### school

###### size

853

###### gpa

3.3941849959684913

###### top Share

65.28450334228523

###### count

67

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

##### 1162

###### school

###### size

954

###### gpa

3.43726781345039

###### top Share

68.05645304987395

###### count

64.5

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

##### 1182

###### school

###### size

1025

###### gpa

3.474159360325319

###### top Share

70.34861441764347

###### count

69

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

##### 1202

###### school

###### size

1102

###### gpa

3.5102605987403313

###### top Share

72.78244569053733

###### count

68

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

##### 1222

###### school

###### size

1157

###### gpa

3.563052311875811

###### top Share

76.64869058732418

###### count

64

##### 1232

###### school

###### size

1216

###### gpa

3.575457431972425

###### top Share

77.33712216234007

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

##### 1252

###### school

###### size

1333

###### gpa

3.619494049739118

###### top Share

79.71442190500672

###### count

69

##### 1262

###### school

###### size

1320

###### gpa

3.628825763035853

###### top Share

80.21118846327654

###### count

70

## instructor Trends

```json
[
  {
    "uid": "instructor_1d2db36d5ed49f9e4b78e899",
    "name": "CARL SOVINEC",
    "count": 171,
    "terms": [
      {
        "term": "1212",
        "count": 44,
        "sections": 1,
        "gpa": 2.840909090909091
      },
      {
        "term": "1222",
        "count": 40,
        "sections": 1,
        "gpa": 2.8125
      },
      {
        "term": "1232",
        "count": 43,
        "sections": 1,
        "gpa": 2.86046511627907
      },
      {
        "term": "1242",
        "count": 44,
        "sections": 1,
        "gpa": 2.840909090909091
      }
    ]
  },
  {
    "uid": "instructor_116a79e7f24331b04c3ed42c",
    "name": "GREGORY MOSES",
    "count": 138,
    "terms": [
      {
        "term": "1142",
        "count": 43,
        "sections": 2,
        "gpa": 3.2093023255813953
      },
      {
        "term": "1152",
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]
```

## following

| code       | title                                                        |
| ---------- | ------------------------------------------------------------ |
| EMA/EP 471 | INTERMEDIATE PROBLEM SOLVING FOR ENGINEERS                   |
| EP 476     | INTRODUCTION TO SCIENTIFIC COMPUTING FOR ENGINEERING PHYSICS |
| NE 412     | NUCLEAR REACTOR DESIGN                                       |
