# MS\&E 803: Special Topics in Materials Science | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MS%26E_803) ## 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 f5744c351dd13f430ab8456815ae65a2ff2b7c8f70d45be6d47ef2732f01e329 ### course id MS\&E 803 ### course uid course\_0d68f02980b08bada2eef591 ### catalog version id 88a839b372af1fbe787652fb8cd48059eb30e4098f2274d59aa6ef7dd7ea8556 ### course number 803 ### subjects * MS\&E ### title SPECIAL TOPICS IN MATERIALS SCIENCE ### description Topics vary. ### requirements text Graduate/professional standing ### credits min 1 ### credits max 3 ### credit offering ids * 1272:636:012709 * 1272:636:012709.14 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id d5b94aeb3b2e80abba79a56064bbf4f4f2fe482a60615bba4d65c87cee7d6ecd ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary MS\&E 803 covers varying special topics in Materials Science. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background None recorded. ### llm search phrases * MS\&E 803 topics * Materials Science special topics * MS\&E graduate seminar ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 86ead4ad3a9b5cddcae8a85624abab9584a45a35eff3e41134488654cfc29ab5 #### course id MS\&E 803 #### current instructors ```json [ { "instructor_uid": "instructor_0f3636e7002810a0bffeb9b3", "message": "No course-specific reviews available", "name": "Dane Morgan", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2866623", "summary": [ { "citations": [ { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 2, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" } ], "text": "Recent recorded grades — Fall 2022: 3.94 GPA, 100.0% A/AB (n=18 letter grades); Fall 2023: 3.88 GPA, 95.0% A/AB (n=20 letter grades); Fall 2024: 3.58 GPA, 83.3% A/AB (n=12 letter grades)." } ] }, { "instructor_uid": "instructor_1a488382f71e079f6c082b0b", "message": "No course-specific reviews available", "name": "Izabela Szlufarska-Morgan", "review_status": "no_course_reviews", "rmp_instructor_id": null, "summary": [] }, { "instructor_uid": "instructor_b7ee23183b6f38a627b07a97", "message": "No course-specific reviews available", "name": "Xudong Wang", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1887249", "summary": [ { "citations": [ { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" } ], "text": "Recent recorded grades — Spring 2022: 4.00 GPA, 100.0% A/AB (n=3 letter grades); Fall 2024: 4.00 GPA, 100.0% A/AB (n=7 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades)." } ] } ] ``` #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered true #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Fall 2023: 3.91 GPA, 96.4% A/AB (n=28 letter grades); Fall 2024: 3.74 GPA, 89.5% A/AB (n=19 letter grades); Spring 2025: 4.00 GPA, 100.0% A/AB (n=6 letter grades). ```json { "citations": [ { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history DANE MORGAN 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. ```json { "citations": [ { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1072", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1074", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1082", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1084", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1092", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 7, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 8, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1104", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1112", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 6, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1114", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 10, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", 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"run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 12, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` XUDONG WANG is recorded teaching in Spring 2009, Fall 2009, Spring 2010, Fall 2010, Spring 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, 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": [ { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 15, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1094", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1102", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 13, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", 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"source": "madgrades" }, "table": "section_grades_latest", "term_id": "1204", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 18, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1212", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 18, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1222", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1224", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1242", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "MS&E 803", "run_id": "20260907T155543-ce3781c4", "section_number": 5, "source_course_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "source_record": { "entity_id": "5aa74467-9b9b-366d-b3fc-e33bca36101a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "Graduate/professional standing", "course": null, "evidence": "Graduate/professional standing", "id": "n0", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_0f3636e7002810a0bffeb9b3", "source": "enrollment", "source_instructor_id": "ddmorgan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dane Morgan", "email": "DDMORGAN@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", "instructor_url": "/instructors/DANE_MORGAN" }, { "instructor_uid": "instructor_1a488382f71e079f6c082b0b", "source": "enrollment", "source_instructor_id": "szlufarska", "identity_basis": "netid", "identity_status": "source_identified", "name": "Izabela Szlufarska-Morgan", "email": "SZLUFARSKA@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", "instructor_url": "/instructors/IZABELA_SZLUFARSKA-MORGAN" }, { "instructor_uid": "instructor_b7ee23183b6f38a627b07a97", "source": "enrollment", "source_instructor_id": "xwang68", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xudong Wang", "email": "XUDONG@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": 3, "quality": 5, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1887249", "source_url": "https://www.ratemyprofessors.com/professor/1887249", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:19.614947+00:00", "courses": {}, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/XUDONG_WANG" } ] ``` ### offerings ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:636:012709", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1272", "source_course_id": "012709", "source_subject_id": "636", "title": "Special Topics in Materials Science", "credits_min": 1, "credits_max": 3, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:636:012709.14", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1272", "source_course_id": "012709.14", "source_subject_id": "636", "title": "Spec Topics In Mat Sci", "credits_min": 1, "credits_max": 3, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:26665", "term_id": "1272", "source_section_id": "26665", "identity_basis": "class_number", "section_number": "004", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 0, "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:1272:26682", "term_id": "1272", "source_section_id": "26682", "identity_basis": "class_number", "section_number": "005", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 10, "enrolled": 4, "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:1272:26715", "term_id": "1272", "source_section_id": "26715", "identity_basis": "class_number", "section_number": "011", "section_type": "SEM", "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:1272:30555", "term_id": "1272", "source_section_id": "30555", "identity_basis": "class_number", "section_number": "012", "section_type": "SEM", "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:1272:33774", "term_id": "1272", "source_section_id": "33774", "identity_basis": "class_number", "section_number": "014", "section_type": "SEM", "instruction_mode": "Classroom Instruction", "capacity": 0, "enrolled": 0, "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_07eaee3c07b5877ec724c554", "source": "madgrades", "source_instructor_id": "2601578", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DONALD STONE", "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": 12, "quality": 2.58, "difficulty": 3, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1853654", "source_url": "https://www.ratemyprofessors.com/professor/1853654", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:20.846941+00:00", "courses": {}, "bayesian_quality": 3.2548036147166224, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.689, "graded": 1289, "counts": [ 792, 279, 169, 31, 12, 2, 4 ], "sections": 160 }, "instructor_url": "/instructors/DONALD_STONE--instructor_07eaee3c07b5877ec724c554" }, { "instructor_uid": "instructor_3a9cf23c6dcdc6a742f377eb", "source": "madgrades", "source_instructor_id": "3573608", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL EVANS", "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": 4, "quality": 4, "difficulty": 3.75, "quality_count": 4, "difficulty_count": 4, "profile_id": "rmp:2224134", "source_url": "https://www.ratemyprofessors.com/professor/2224134", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:29.967790+00:00", "courses": {}, "bayesian_quality": 3.716404819622163, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.442, "graded": 750, "counts": [ 315, 160, 177, 69, 29, 0, 0 ], "sections": 168 }, "instructor_url": "/instructors/PAUL_EVANS--instructor_3a9cf23c6dcdc6a742f377eb" }, { "instructor_uid": "instructor_4c77701327c6ac114ac5b25f", "source": "madgrades", "source_instructor_id": "3671537", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PADMA GOPALAN", "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": 7, "quality": 3.14, "difficulty": 3.71, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1080919", "source_url": "https://www.ratemyprofessors.com/professor/1080919", "match_basis": "exact_name", "observed_at": "2026-09-07 16:12:57.311517+00:00", "courses": {}, "bayesian_quality": 3.5249524322567374, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.375, "graded": 1038, "counts": [ 289, 391, 243, 72, 31, 8, 4 ], "sections": 238 }, "instructor_url": "/instructors/PADMA_GOPALAN--instructor_4c77701327c6ac114ac5b25f" }, { "instructor_uid": "instructor_6998445a7f2c2c91b85bc078", "source": "madgrades", "source_instructor_id": "986568", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ERIC E. 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LARBALESTIER", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 16 }, "instructor_url": "/instructors/DAVID_C_LARBALESTIER--instructor_e4f3e68b413a38e032bd0010" }, { "instructor_uid": "instructor_f68ab06180b70b15ed67e7e4", "source": "madgrades", "source_instructor_id": "2601951", "identity_basis": "source_id", "identity_status": "source_identified", "name": "Y AUSTIN CHANG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": null, "graded": 0, "counts": [ 0, 0, 0, 0, 0, 0, 0 ], "sections": 24 }, "instructor_url": "/instructors/Y_AUSTIN_CHANG--instructor_f68ab06180b70b15ed67e7e4" }, { "instructor_uid": "instructor_8da3d440dc751c02352d95e5", "source": "madgrades", "source_instructor_id": "3339163", "identity_basis": "source_id", "identity_status": "source_identified", "name": "XUDONG WANG", "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": 5, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1887249", "source_url": "https://www.ratemyprofessors.com/professor/1887249", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:19.614947+00:00", "courses": {}, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.51, "graded": 980, "counts": [ 424, 264, 213, 56, 19, 3, 1 ], "sections": 179 }, "instructor_url": "/instructors/XUDONG_WANG--instructor_8da3d440dc751c02352d95e5" }, { "instructor_uid": "instructor_9310172e16d105f4dbd20425", "source": "madgrades", "source_instructor_id": "4540142", "identity_basis": "source_id", "identity_status": "source_identified", "name": "MICHAEL ARNOLD", "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": 10, "quality": 4.9, "difficulty": 3.4, "quality_count": 10, "difficulty_count": 10, "profile_id": "rmp:1218394", "source_url": "https://www.ratemyprofessors.com/professor/1218394", "match_basis": "exact_name", "observed_at": "2026-09-07 16:18:42.834397+00:00", "courses": {}, "bayesian_quality": 4.07312385569773, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.369, "graded": 811, "counts": [ 341, 148, 194, 59, 56, 9, 4 ], "sections": 151 }, "instructor_url": "/instructors/MICHAEL_ARNOLD--instructor_9310172e16d105f4dbd20425" }, { "instructor_uid": "instructor_61cfce01615cf68f9ceda84b", "source": "madgrades", "source_instructor_id": "2600213", "identity_basis": "source_id", "identity_status": "source_identified", "name": "SUSAN BABCOCK", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.49, "graded": 1872, "counts": [ 943, 302, 406, 145, 55, 14, 7 ], "sections": 84 }, "instructor_url": "/instructors/SUSAN_BABCOCK--instructor_61cfce01615cf68f9ceda84b" }, { "instructor_uid": "instructor_431ae8c4eea29a1e8a1afc59", "source": "madgrades", "source_instructor_id": "269582", "identity_basis": "source_id", "identity_status": "source_identified", "name": "PAUL MARRINER VOYLES", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.389, "graded": 509, "counts": [ 124, 197, 154, 23, 9, 2, 0 ], "sections": 142 }, "instructor_url": "/instructors/PAUL_MARRINER_VOYLES" }, { "instructor_uid": "instructor_ca143b51137b94334574f2c1", "source": "madgrades", "source_instructor_id": "5836447", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JIAMIAN HU", "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": 5, "quality": 3.2, "difficulty": 4.2, "quality_count": 5, "difficulty_count": 5, "profile_id": "rmp:2538327", "source_url": "https://www.ratemyprofessors.com/professor/2538327", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:38.629444+00:00", "courses": {}, "bayesian_quality": 3.5677486268372762, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.139, "graded": 251, "counts": [ 82, 50, 48, 36, 16, 19, 0 ], "sections": 50 }, "instructor_url": "/instructors/JIAMIAN_HU--instructor_ca143b51137b94334574f2c1" }, { "instructor_uid": "instructor_e634f5267095aa53b227215c", "source": "madgrades", "source_instructor_id": "406114", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ANNE GILLIAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.8, "graded": 95, "counts": [ 71, 12, 10, 2, 0, 0, 0 ], "sections": 11 }, "instructor_url": "/instructors/ANNE_GILLIAN--instructor_e634f5267095aa53b227215c" }, { "instructor_uid": "instructor_21d6f3deb14cf242b8ddcbcd", "source": "madgrades", "source_instructor_id": "1075290", "identity_basis": "source_id", "identity_status": "source_identified", "name": "KUMAR SRIDHARAN", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.605, "graded": 200, "counts": [ 94, 70, 30, 4, 0, 0, 2 ], "sections": 108 }, "instructor_url": "/instructors/KUMAR_SRIDHARAN--instructor_21d6f3deb14cf242b8ddcbcd" }, { "instructor_uid": "instructor_9ac7c4b944e0ea6c812efab0", "source": "madgrades", "source_instructor_id": "5005167", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JUN XIAO", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.556, "graded": 152, "counts": [ 63, 54, 26, 7, 2, 0, 0 ], "sections": 28 }, "instructor_url": "/instructors/JUN_XIAO--instructor_9ac7c4b944e0ea6c812efab0" }, { "instructor_uid": "instructor_703f857a6a87bd10ab816e22", "source": "madgrades", "source_instructor_id": "5330228", "identity_basis": "source_id", "identity_status": "source_identified", "name": "BENJAMIN AFFLERBACH", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.425, "graded": 279, "counts": [ 123, 60, 56, 23, 12, 4, 1 ], "sections": 6 }, "instructor_url": "/instructors/BENJAMIN_AFFLERBACH--instructor_703f857a6a87bd10ab816e22" }, { "instructor_uid": "instructor_36dda70984b0a11aaf1d120d", "source": "madgrades", "source_instructor_id": "6179549", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DAWEI FENG", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "grade_statistics": { "gpa": 3.572, "graded": 207, "counts": [ 91, 69, 41, 4, 0, 1, 1 ], "sections": 52 }, "instructor_url": "/instructors/DAWEI_FENG--instructor_36dda70984b0a11aaf1d120d" }, { "instructor_uid": "instructor_0f3636e7002810a0bffeb9b3", "source": "enrollment", "source_instructor_id": "ddmorgan", "identity_basis": "netid", "identity_status": "source_identified", "name": "Dane Morgan", "email": "DDMORGAN@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", "instructor_url": "/instructors/DANE_MORGAN" }, { "instructor_uid": "instructor_1a488382f71e079f6c082b0b", "source": "enrollment", "source_instructor_id": "szlufarska", "identity_basis": "netid", "identity_status": "source_identified", "name": "Izabela Szlufarska-Morgan", "email": "SZLUFARSKA@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", "instructor_url": "/instructors/IZABELA_SZLUFARSKA-MORGAN" }, { "instructor_uid": "instructor_b7ee23183b6f38a627b07a97", "source": "enrollment", "source_instructor_id": "xwang68", "identity_basis": "netid", "identity_status": "source_identified", "name": "Xudong Wang", "email": "XUDONG@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": 3, "quality": 5, "difficulty": 3, "quality_count": 3, "difficulty_count": 3, "profile_id": "rmp:1887249", "source_url": "https://www.ratemyprofessors.com/professor/1887249", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:19.614947+00:00", "courses": {}, "bayesian_quality": 3.8345093769970395, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/XUDONG_WANG" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1072", "term_name": "Fall 2006", "instructors": [ "DAVID C. LARBALESTIER", "Dane Morgan", "Donald Stone", "ERIC E. HELLSTROM", "IZABELA SZLUFARSKA", "John Perepezko", "MAX LAGALLY", "Padma Gopalan", "Paul Evans", "SINDO KOU", "Y AUSTIN CHANG" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "Dane Morgan", "Donald Stone", "ERIC E. HELLSTROM", "IZABELA SZLUFARSKA", "John Perepezko", "MAX LAGALLY", "Padma Gopalan", "Paul Evans", "SINDO KOU", "Y AUSTIN CHANG" ], "a": 16, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Dane Morgan", "Donald Stone", "IZABELA SZLUFARSKA", "John Perepezko", "MAX LAGALLY", "Padma Gopalan", "Paul Evans", "SINDO KOU" ], "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": [ 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"Paul Evans", "SINDO KOU" ], "a": 12, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 7, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 19, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Dane Morgan", "Donald Stone", "IZABELA SZLUFARSKA", "John Perepezko", "MAX LAGALLY", "Padma Gopalan", "Paul Evans", "SINDO KOU", "Xudong Wang" ], "a": 28, "ab": 1, "b": 2, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 3, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 3, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 37, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", 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28, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "ANNE GILLIAN", "Dane Morgan", "IZABELA SZLUFARSKA", "Xudong Wang" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Dane Morgan", "IZABELA SZLUFARSKA", "Padma Gopalan", "Xudong Wang" ], "a": 17, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 1, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 21, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "BENJAMIN AFFLERBACH", "Dane Morgan", "IZABELA SZLUFARSKA", "Xudong Wang" ], "a": 6, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 6, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Dane Morgan", "Dawei Feng", "IZABELA SZLUFARSKA", "Padma Gopalan", "Xudong Wang" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "MS&E 803" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MS&E 803", "course_uid": "course_0d68f02980b08bada2eef591", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Dane Morgan", "Dawei Feng", "IZABELA SZLUFARSKA", "Padma Gopalan", "Xudong Wang" ], "a": 0, "ab": 0, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 0, "source_aliases": [ "MS&E 803" ] } ] ``` ### statistics #### gpa 3.906 #### graded 791 #### counts * 692 * 67 * 26 * 2 * 2 * 0 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_0d68f02980b08bada2eef591-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_0d68f02980b08bada2eef591-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_0d68f02980b08bada2eef591-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_0d68f02980b08bada2eef591-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_0d68f02980b08bada2eef591-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_0d68f02980b08bada2eef591-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## instructor Trends ```json [ { "uid": "instructor_d5bed9e0e3e7e6e10ac83b63", "name": "DANE MORGAN", "count": 224, "terms": [ { "term": "1082", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1084", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1092", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1094", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1104", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1114", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1122", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1124", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1132", "count": 12, "sections": 1, "gpa": 4 }, { "term": "1134", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1144", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1162", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1164", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1172", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1182", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1224", "count": 5, "sections": 1, "gpa": 4 }, { "term": "1232", "count": 18, "sections": 1, "gpa": 3.9444444444444446 }, { "term": "1242", "count": 20, "sections": 1, "gpa": 3.875 }, { "term": "1252", "count": 12, "sections": 2, "gpa": 3.5833333333333335 } ] }, { "uid": "instructor_9310172e16d105f4dbd20425", "name": "MICHAEL ARNOLD", "count": 119, "terms": [ { "term": "1102", "count": 12, "sections": 2, "gpa": 3.75 }, { "term": "1112", "count": 11, "sections": 2, "gpa": 3.8636363636363638 }, { "term": "1122", "count": 12, "sections": 2, "gpa": 3.75 }, { "term": "1124", "count": 5, "sections": 2, "gpa": 4 }, { "term": "1132", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1134", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1144", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1162", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1164", "count": 7, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1172", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1182", "count": 5, "sections": 1, "gpa": 4 }, { "term": "1184", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1192", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_8da3d440dc751c02352d95e5", "name": "XUDONG WANG", "count": 113, "terms": [ { "term": "1094", "count": 10, "sections": 1, "gpa": 3.8 }, { "term": "1104", "count": 19, "sections": 2, "gpa": 3.6315789473684212 }, { "term": "1114", "count": 19, "sections": 2, "gpa": 3.710526315789474 }, { "term": "1124", "count": 24, "sections": 1, "gpa": 3.7916666666666665 }, { "term": "1132", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1144", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1224", "count": 3, "sections": 1, "gpa": 4 }, { "term": "1252", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_61cfce01615cf68f9ceda84b", "name": "SUSAN BABCOCK", "count": 77, "terms": [ { "term": "1114", "count": 17, "sections": 1, "gpa": 4 }, { "term": "1134", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1152", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1154", "count": 13, "sections": 2, "gpa": 4 }, { "term": "1162", "count": 11, "sections": 1, "gpa": 4 }, { "term": "1164", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1232", "count": 7, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_3a9cf23c6dcdc6a742f377eb", "name": "PAUL EVANS", "count": 70, "terms": [ { "term": "1092", "count": 6, "sections": 2, "gpa": 4 }, { "term": "1104", "count": 12, "sections": 2, "gpa": 3.625 }, { "term": "1134", "count": 16, "sections": 2, "gpa": 3.75 }, { "term": "1154", "count": 14, "sections": 2, "gpa": 3.6785714285714284 }, { "term": "1162", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1174", "count": 8, "sections": 2, "gpa": 4 }, { "term": "1194", "count": 8, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_8a141954bb6d5c67f4c5fe3a", "name": "IZABELA SZLUFARSKA", "count": 64, "terms": [ { "term": "1074", "count": 18, "sections": 2, "gpa": 3.9444444444444446 }, { "term": "1084", "count": 11, "sections": 2, "gpa": 3.909090909090909 }, { "term": "1094", "count": 14, "sections": 2, "gpa": 3.9642857142857144 }, { "term": "1232", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1242", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_e634f5267095aa53b227215c", "name": "ANNE GILLIAN", "count": 55, "terms": [ { "term": "1194", "count": 9, "sections": 1, "gpa": 4 }, { "term": "1204", "count": 8, "sections": 1, "gpa": 4 }, { "term": "1212", "count": 18, "sections": 1, "gpa": 3.888888888888889 }, { "term": "1224", "count": 5, "sections": 1, "gpa": 4 }, { "term": "1232", "count": 7, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_4c77701327c6ac114ac5b25f", "name": "PADMA GOPALAN", "count": 28, "terms": [ { "term": "1162", "count": 9, "sections": 2, "gpa": 3.888888888888889 }, { "term": "1172", "count": 17, "sections": 2, "gpa": 3.588235294117647 }, { "term": "1224", "count": 2, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_07eaee3c07b5877ec724c554", "name": "DONALD STONE", "count": 23, "terms": [ { "term": "1072", "count": 6, "sections": 1, "gpa": 4 }, { "term": "1114", "count": 17, "sections": 2, "gpa": 4 } ] }, { "uid": "instructor_ca143b51137b94334574f2c1", "name": "JIAMIAN HU", "count": 15, "terms": [ { "term": "1194", "count": 15, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_21d6f3deb14cf242b8ddcbcd", "name": "KUMAR SRIDHARAN", "count": 8, "terms": [ { "term": "1204", "count": 8, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_6b916edb572f3334ce78011e", "name": "JOHN PEREPEZKO", "count": 6, "terms": [ { "term": "1184", "count": 6, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_9ac7c4b944e0ea6c812efab0", "name": "JUN XIAO", "count": 6, "terms": [ { "term": "1222", "count": 6, "sections": 1, "gpa": 3.5833333333333335 } ] } ] ``` ## following None recorded.