# ECE 542: Introduction to Microelectromechanical Systems | UW–Madison

[View on UW Courses](https://uwcourses.com/courses/ECE_542)

## 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
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* 1194
* 1192
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* 1182
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* 1172
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* 1162
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* 1074
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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

e267c7f7ead4ec605fbe5eb90c04001f23ce5de2e8d0eb2d1b3e8633e1df2120

### course id

ECE 542

### course uid

course\_800240e123aa63ca6a162dd9

### catalog version id

700c52d2fbc524f3f93c358aa11341de04eb1d23681709cbf542fc4a4bf988cc

### course number

542

### subjects

* ECE

### title

INTRODUCTION TO MICROELECTROMECHANICAL SYSTEMS

### description

Introduction to MEMS technology, devices and systems. Fundamentals of MEMS in fabrication, process integration, material mechanics of MEMS structures, sensors and actuators. Main topics in MEMS - microfluidics, optical MEMS, RF MEMS, BioMEMS, packaging, and CAD.

### requirements text

(E C E 335or340), graduate/professional standing, or member of Engineering Guest Students

### credits min

3

### credits max

3

### credit offering ids

* 1272:320:022814

### llm job id

enrich-f516c4d3e82cfe326b4f5f54

### llm output id

e0f072c33f9e2892a78a758728138d4f1683f0295b6bfe01eeceb90d1c1a6e5d

### llm model

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

### llm model revision

1355db6a052410cfd62085d94b58866fd0f2c3c5

### llm task version

14

### llm search status

valid

### llm summary

Introduction to MEMS technology, devices, and systems, covering fabrication, process integration, material mechanics, and applications in sensors, actuators, and specialized MEMS types.

### llm topics

* Microfluidics, optical MEMS, RF MEMS, BioMEMS, packaging, and CAD.

### llm skills

* Understanding MEMS technology, devices, and systems including fabrication, process integration, material mechanics, and specific applications like microfluidics, optical, RF, and BioMEMS.

### llm assumed background

* Fundamentals of semiconductor devices, microelectronic processing, and circuit analysis/design.

### llm search phrases

* MEMS fabrication
* microfluidics
* RF MEMS
* BioMEMS
* MEMS sensors actuators
* microelectromechanical systems

### llm requirements status

valid

### llm student summary status

valid

### llm experience status

valid

### catalog variants

None recorded.

### student summary

#### context hash

240badac88e76ce3f1828b97dc65df501f8c8e5a6fe6fe4243fc22d6b1e055bd

#### course id

ECE 542

#### current instructors

```json
[
  {
    "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef",
    "message": null,
    "name": "Hongrui Jiang",
    "review_status": "supported",
    "rmp_instructor_id": "rmp:2257703",
    "summary": [
      {
        "citations": [
          {
            "instructor_name": "Hongrui Jiang",
            "review_date": "2020-11-04 22:17:16 +0000 UTC",
            "review_id": "59831d860f376ce7f5cb821f",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2257703",
            "source_review_id": "UmF0aW5nLTMzNzcwNjk0",
            "source_url": "https://www.ratemyprofessors.com/professor/2257703",
            "type": "review"
          }
        ],
        "text": "Hongrui Jiang teaches ECE 542, a course aligned with his research focus, resulting in creative homework and helpful projects that students find engaging and recommend highly."
      },
      {
        "citations": [
          {
            "instructor_name": "Hongrui Jiang",
            "review_date": "2020-12-25 01:06:56 +0000 UTC",
            "review_id": "54d402717e04043c56482a10",
            "run_id": "20260907T155543-ce3781c4",
            "source_instructor_id": "rmp:2257703",
            "source_review_id": "UmF0aW5nLTM0MTk1NjAz",
            "source_url": "https://www.ratemyprofessors.com/professor/2257703",
            "type": "review"
          }
        ],
        "text": "Jiang is patient and helpful for respectful students who admit confusion, though he may appear condescending to those who pretend knowledge. He is a lenient grader who rarely gives full scores unless work is impressive."
      },
      {
        "citations": [
          {
            "course_id": "ECE 542",
            "run_id": "20260907T155543-ce3781c4",
            "section_number": 1,
            "source_course_id": "bbc21cdc-0ee0-359f-bb4d-1a460bc827d3",
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            "section_number": 1,
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          {
            "course_id": "ECE 542",
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            },
            "table": "section_grades_latest",
            "term_id": "1242",
            "type": "grade"
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        ],
        "text": "Recent recorded grades — Fall 2018: 3.68 GPA, 89.5% A/AB (n=19 letter grades); Fall 2020: 3.61 GPA, 90.9% A/AB (n=22 letter grades); Fall 2023: 3.67 GPA, 83.3% A/AB (n=24 letter grades)."
      }
    ]
  }
]
```

#### difficulty workload

Homework sets are described as fun and creative, while projects are noted as helpful for learning the material.

```json
{
  "citations": [
    {
      "instructor_name": "Hongrui Jiang",
      "review_date": "2020-11-04 22:17:16 +0000 UTC",
      "review_id": "59831d860f376ce7f5cb821f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2257703",
      "source_review_id": "UmF0aW5nLTMzNzcwNjk0",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "type": "review"
    }
  ]
}
```

#### errors

None recorded.

#### historical context

None recorded.

#### offered

true

#### profile hash

e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1

#### quick take

Professor Hongrui Jiang teaches a course aligned with his research, offering creative homework and helpful projects. He is patient with respectful students but condescending to those who pretend knowledge, though he grades leniently for impressive work.

```json
{
  "citations": [
    {
      "instructor_name": "Hongrui Jiang",
      "review_date": "2020-11-04 22:17:16 +0000 UTC",
      "review_id": "59831d860f376ce7f5cb821f",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2257703",
      "source_review_id": "UmF0aW5nLTMzNzcwNjk0",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "type": "review"
    },
    {
      "instructor_name": "Hongrui Jiang",
      "review_date": "2020-12-25 01:06:56 +0000 UTC",
      "review_id": "54d402717e04043c56482a10",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2257703",
      "source_review_id": "UmF0aW5nLTM0MTk1NjAz",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "type": "review"
    }
  ]
}
```

Recent recorded grades — Fall 2018: 3.68 GPA, 89.5% A/AB (n=19 letter grades); Fall 2020: 3.61 GPA, 90.9% A/AB (n=22 letter grades); Fall 2023: 3.67 GPA, 83.3% A/AB (n=24 letter grades).

```json
{
  "citations": [
    {
      "course_id": "ECE 542",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "bbc21cdc-0ee0-359f-bb4d-1a460bc827d3",
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        "kind": "grades",
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      },
      "table": "grades_latest",
      "term_id": "1192",
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      "course_id": "ECE 542",
      "run_id": "20260907T155543-ce3781c4",
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        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1212",
      "type": "grade"
    },
    {
      "course_id": "ECE 542",
      "run_id": "20260907T155543-ce3781c4",
      "source_record": {
        "entity_id": "bbc21cdc-0ee0-359f-bb4d-1a460bc827d3",
        "file": "tables/observations.parquet",
        "kind": "grades",
        "source": "madgrades"
      },
      "table": "grades_latest",
      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

#### student experience

Students who are respectful and admit they do not understand are walked through problems slowly, whereas pretense is met with condescension.

```json
{
  "citations": [
    {
      "instructor_name": "Hongrui Jiang",
      "review_date": "2020-12-25 01:06:56 +0000 UTC",
      "review_id": "54d402717e04043c56482a10",
      "run_id": "20260907T155543-ce3781c4",
      "source_instructor_id": "rmp:2257703",
      "source_review_id": "UmF0aW5nLTM0MTk1NjAz",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "type": "review"
    }
  ]
}
```

#### task hash

74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68

#### teaching history

HONGRUI JIANG is recorded teaching in Fall 2008, Fall 2010, Fall 2012, Fall 2014, Fall 2016, Fall 2018, Fall 2020, Fall 2023. Recorded history may be incomplete and does not establish a future schedule.

```json
{
  "citations": [
    {
      "course_id": "ECE 542",
      "run_id": "20260907T155543-ce3781c4",
      "section_number": 1,
      "source_course_id": "bbc21cdc-0ee0-359f-bb4d-1a460bc827d3",
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        "file": "tables/observations.parquet",
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      },
      "table": "section_grades_latest",
      "term_id": "1092",
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      },
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      "term_id": "1242",
      "type": "grade"
    }
  ]
}
```

#### term id

1272

#### term name

2026 Fall

#### version

2

### requirements

#### nodes

```json
[
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    "condition": null,
    "course": null,
    "evidence": "(E C E 335or340), graduate/professional standing, or member of Engineering Guest Students",
    "id": "n0",
    "kind": "any"
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        "ECE"
      ],
      "timing": "prior"
    },
    "evidence": "E C E 335",
    "id": "n1",
    "kind": "course"
  },
  {
    "children": [],
    "condition": null,
    "course": {
      "course_number": 340,
      "minimum_grade": null,
      "subjects": [
        "ECE"
      ],
      "timing": "prior"
    },
    "evidence": "340",
    "id": "n2",
    "kind": "course"
  },
  {
    "children": [],
    "condition": "graduate/professional standing",
    "course": null,
    "evidence": "graduate/professional standing",
    "id": "n3",
    "kind": "condition"
  },
  {
    "children": [],
    "condition": "member of Engineering Guest Students",
    "course": null,
    "evidence": "member of Engineering Guest Students",
    "id": "n4",
    "kind": "condition"
  }
]
```

#### notes

None recorded.

#### root

n0

#### status

parsed

### instructors

```json
[
  {
    "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef",
    "source": "enrollment",
    "source_instructor_id": "hongruijiang",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Hongrui Jiang",
    "email": "HONGRUI@ENGR.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": 18,
      "quality": 3.17,
      "difficulty": 3.17,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2257703",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:31.041150+00:00",
      "courses": {
        "course_1bd32bc0c6b6f790c916febd": {
          "review_count": 6,
          "quality": 3.83,
          "difficulty": 1.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_5fc814075395647ecb66dae2": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_e4907bcab45d27b295e30076": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_236b13facc1d300e22cc9b1e": {
          "review_count": 6,
          "quality": 1.67,
          "difficulty": 4.33,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_800240e123aa63ca6a162dd9": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.4277293597613663,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/HONGRUI_JIANG"
  }
]
```

### offerings

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "offering_id": "1272:320:022814",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1272",
    "source_course_id": "022814",
    "source_subject_id": "320",
    "title": "Introduction to Microelectromechanical Systems",
    "credits_min": 3,
    "credits_max": 3,
    "typically_offered": "Fall"
  }
]
```

### sections

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "section_uid": "uw-section:1272:35920",
    "term_id": "1272",
    "source_section_id": "35920",
    "identity_basis": "class_number",
    "section_number": "001",
    "section_type": "LEC",
    "instruction_mode": "Classroom Instruction",
    "capacity": 25,
    "enrolled": 12,
    "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
[
  {
    "instructor_uid": "instructor_70cb89b2ed70445b64db0df9",
    "source": "madgrades",
    "source_instructor_id": "3571005",
    "identity_basis": "source_id",
    "identity_status": "source_identified",
    "name": "HONGRUI JIANG",
    "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": 18,
      "quality": 3.17,
      "difficulty": 3.17,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2257703",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:31.041150+00:00",
      "courses": {
        "course_1bd32bc0c6b6f790c916febd": {
          "review_count": 6,
          "quality": 3.83,
          "difficulty": 1.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_5fc814075395647ecb66dae2": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_e4907bcab45d27b295e30076": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_236b13facc1d300e22cc9b1e": {
          "review_count": 6,
          "quality": 1.67,
          "difficulty": 4.33,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_800240e123aa63ca6a162dd9": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.4277293597613663,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "grade_statistics": {
      "gpa": 3.295,
      "graded": 1802,
      "counts": [
        765,
        340,
        301,
        184,
        131,
        62,
        19
      ],
      "sections": 145
    },
    "instructor_url": "/instructors/HONGRUI_JIANG--instructor_70cb89b2ed70445b64db0df9"
  },
  {
    "instructor_uid": "instructor_80b9c58bb54c247aca1d41ef",
    "source": "enrollment",
    "source_instructor_id": "hongruijiang",
    "identity_basis": "netid",
    "identity_status": "source_identified",
    "name": "Hongrui Jiang",
    "email": "HONGRUI@ENGR.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": 18,
      "quality": 3.17,
      "difficulty": 3.17,
      "quality_count": 18,
      "difficulty_count": 18,
      "profile_id": "rmp:2257703",
      "source_url": "https://www.ratemyprofessors.com/professor/2257703",
      "match_basis": "exact_name",
      "observed_at": "2026-09-07 16:36:31.041150+00:00",
      "courses": {
        "course_1bd32bc0c6b6f790c916febd": {
          "review_count": 6,
          "quality": 3.83,
          "difficulty": 1.5,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_5fc814075395647ecb66dae2": {
          "review_count": 1,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 1,
          "difficulty_count": 1
        },
        "course_e4907bcab45d27b295e30076": {
          "review_count": 3,
          "quality": 3,
          "difficulty": 3.33,
          "quality_count": 3,
          "difficulty_count": 3
        },
        "course_236b13facc1d300e22cc9b1e": {
          "review_count": 6,
          "quality": 1.67,
          "difficulty": 4.33,
          "quality_count": 6,
          "difficulty_count": 6
        },
        "course_800240e123aa63ca6a162dd9": {
          "review_count": 2,
          "quality": 5,
          "difficulty": 4,
          "quality_count": 2,
          "difficulty_count": 2
        }
      },
      "bayesian_quality": 3.4277293597613663,
      "prior_mean": 3.6596857835465957,
      "prior_weight": 20
    },
    "instructor_url": "/instructors/HONGRUI_JIANG"
  }
]
```

### grades

```json
[
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1092",
    "term_name": "Fall 2008",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 7,
    "ab": 0,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 7,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1112",
    "term_name": "Fall 2010",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 4,
    "ab": 5,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 11,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1132",
    "term_name": "Fall 2012",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 10,
    "ab": 4,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 14,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1152",
    "term_name": "Fall 2014",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 5,
    "ab": 2,
    "b": 1,
    "bc": 1,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 1,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 10,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1172",
    "term_name": "Fall 2016",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 14,
    "ab": 1,
    "b": 0,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 0,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 15,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1192",
    "term_name": "Fall 2018",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 9,
    "ab": 8,
    "b": 2,
    "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": 19,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1212",
    "term_name": "Fall 2020",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 13,
    "ab": 7,
    "b": 1,
    "bc": 0,
    "c": 0,
    "d": 0,
    "f": 1,
    "satisfactory": 0,
    "unsatisfactory": 0,
    "credit": 0,
    "no_credit": 0,
    "passed": 0,
    "incomplete": 0,
    "no_work": 0,
    "not_reported": 0,
    "other": 0,
    "total": 22,
    "source_aliases": [
      "ECE 542"
    ]
  },
  {
    "run_id": "20260907T155543-ce3781c4",
    "semester": "1272",
    "observed_at": "2026-09-07 15:55:43.033547+00:00",
    "course_id": "ECE 542",
    "course_uid": "course_800240e123aa63ca6a162dd9",
    "term_id": "1242",
    "term_name": "Fall 2023",
    "instructors": [
      "Hongrui Jiang"
    ],
    "a": 12,
    "ab": 8,
    "b": 4,
    "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": 24,
    "source_aliases": [
      "ECE 542"
    ]
  }
]
```

### statistics

#### gpa

3.733

#### graded

120

#### counts

* 74
* 35
* 9
* 1
* 0
* 0
* 1

### grade conflicts

None recorded.

### evidence

#### history

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_800240e123aa63ca6a162dd9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_800240e123aa63ca6a162dd9-0.json)

#### traces

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_800240e123aa63ca6a162dd9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_800240e123aa63ca6a162dd9-0.json)

#### reviews

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_800240e123aa63ca6a162dd9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_800240e123aa63ca6a162dd9-0.json)

#### meetings

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_800240e123aa63ca6a162dd9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_800240e123aa63ca6a162dd9-0.json)

#### results

* [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_800240e123aa63ca6a162dd9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_800240e123aa63ca6a162dd9-0.json)

### revision

e243353dcb7d79b7247ced91d69443ef4c2a6349

## context

### all

#### term



#### gpa

3.7333333333333334

#### count

120

#### university

##### size

3043

##### gpa Percentile

57

##### count Percentile

49

##### median Count

123

##### 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 | 312   | false   |
| 3.2–3.6 | 956   | false   |
| 3.6–4.0 | 1761  | true    |

#### departments

```json
[
  {
    "subject": "ECE",
    "comparison": {
      "size": 86,
      "gpaPercentile": 73,
      "countPercentile": 42,
      "medianCount": 150.5,
      "histogram": [
        {
          "range": "0.0–0.4",
          "count": 0,
          "current": false
        },
        {
          "range": "0.4–0.8",
          "count": 0,
          "current": false
        },
        {
          "range": "0.8–1.2",
          "count": 0,
          "current": false
        },
        {
          "range": "1.2–1.6",
          "count": 0,
          "current": false
        },
        {
          "range": "1.6–2.0",
          "count": 0,
          "current": false
        },
        {
          "range": "2.0–2.4",
          "count": 0,
          "current": false
        },
        {
          "range": "2.4–2.8",
          "count": 0,
          "current": false
        },
        {
          "range": "2.8–3.2",
          "count": 13,
          "current": false
        },
        {
          "range": "3.2–3.6",
          "count": 41,
          "current": false
        },
        {
          "range": "3.6–4.0",
          "count": 32,
          "current": true
        }
      ]
    }
  }
]
```

### terms

#### 1092

##### term

1092

##### gpa

4

##### count

7

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1112

##### term

1112

##### gpa

3.65

##### count

10

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1132

##### term

1132

##### gpa

3.857142857142857

##### count

14

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1152

##### term

1152

##### gpa

3.611111111111111

##### count

9

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1172

##### term

1172

##### gpa

3.966666666666667

##### count

15

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1192

##### term

1192

##### gpa

3.6842105263157894

##### count

19

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1212

##### term

1212

##### gpa

3.6136363636363638

##### count

22

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

#### 1242

##### term

1242

##### gpa

3.6666666666666665

##### count

24

##### departments

| subject | comparison |
| ------- | ---------- |
| ECE     |            |

### benchmarks

#### all

##### school

###### size

3043

###### gpa

3.6211782061447444

###### top Share

79.44619958495294

###### count

123

##### ECE

###### size

86

###### gpa

3.5136048230005077

###### top Share

72.61730269324352

###### count

150.5

#### terms

##### 1092

###### school

###### size

732

###### gpa

3.374660709520374

###### top Share

63.690339324346596

###### count

70

###### ECE

###### size

18

###### gpa

3.260010533524362

###### top Share

55.57892737058536

###### count

46.5

##### 1112

###### school

###### size

805

###### gpa

3.3737773184830386

###### top Share

63.91039244872789

###### count

66

###### ECE

###### size

27

###### gpa

3.2587548172943666

###### top Share

57.4110194229183

###### count

42

##### 1132

###### school

###### size

851

###### gpa

3.391128778809763

###### top Share

64.69509437122704

###### count

66

###### ECE

###### size

31

###### gpa

3.341669205733449

###### top Share

60.24866562304859

###### count

53

##### 1152

###### school

###### size

918

###### gpa

3.408733538594633

###### top Share

66.06693005846735

###### count

65

###### ECE

###### size

30

###### gpa

3.3140597882926164

###### top Share

61.06564628590848

###### count

62

##### 1172

###### school

###### size

991

###### gpa

3.465129042641772

###### top Share

69.42600667567366

###### count

67

###### ECE

###### size

35

###### gpa

3.3883507843058354

###### top Share

63.7905998393372

###### count

72

##### 1192

###### school

###### size

1077

###### gpa

3.50327634323125

###### top Share

72.44641925727845

###### count

67

###### ECE

###### size

38

###### gpa

3.447533461703932

###### top Share

70.3070826404184

###### count

77

##### 1212

###### school

###### size

1111

###### gpa

3.5856416028074487

###### top Share

77.58926748660845

###### count

68

###### ECE

###### size

41

###### gpa

3.5390420098740205

###### top Share

74.4144228117487

###### count

66

##### 1242

###### school

###### size

1295

###### gpa

3.595302892737449

###### top Share

78.36291889885307

###### count

67

###### ECE

###### size

41

###### gpa

3.4916867437115484

###### top Share

71.95296745580877

###### count

83

## instructor Trends

```json
[
  {
    "uid": "instructor_70cb89b2ed70445b64db0df9",
    "name": "HONGRUI JIANG",
    "count": 120,
    "terms": [
      {
        "term": "1092",
        "count": 7,
        "sections": 1,
        "gpa": 4
      },
      {
        "term": "1112",
        "count": 10,
        "sections": 1,
        "gpa": 3.65
      },
      {
        "term": "1132",
        "count": 14,
        "sections": 1,
        "gpa": 3.857142857142857
      },
      {
        "term": "1152",
        "count": 9,
        "sections": 1,
        "gpa": 3.611111111111111
      },
      {
        "term": "1172",
        "count": 15,
        "sections": 1,
        "gpa": 3.966666666666667
      },
      {
        "term": "1192",
        "count": 19,
        "sections": 1,
        "gpa": 3.6842105263157894
      },
      {
        "term": "1212",
        "count": 22,
        "sections": 1,
        "gpa": 3.6136363636363638
      },
      {
        "term": "1242",
        "count": 24,
        "sections": 1,
        "gpa": 3.6666666666666665
      }
    ]
  }
]
```

## following

None recorded.
