# ECE/PHYSICS 746: Quantum Electronics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/ECE_PHYSICS_746) ## 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 a2ea1be4944bdfe1947d798321a04d8af1a6e4ca231094843e0ec808c016d119 ### course id ECE/PHYSICS 746 ### course uid course\_e8ecefcb91ee70e677c6f01f ### catalog version id c3ac689dc7dab8365903b612c7377e434397b3a4c2a39e2c02a3a939080edd97 ### course number 746 ### subjects * ECE * PHYSICS ### title QUANTUM ELECTRONICS ### description Elementary aspects of Lagrange theory of fields and field quantization; Bose, Fermi and Pauli operators; interaction of fields; quantum theory of damping and fluctuations; applications to lasers, nonlinear optics, and quantum optics. Knowledge of lasers \[such as PHYSICS 546] and graduate-level electromagnetics \[such asE C E 740orPHYSICS 721] strongly encouraged. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 424a80923a2abd4e72e70ba770e93e1b5962cf8f4a22e025427862fcd2ddc728 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Quantum Electronics covers field quantization, quantum operators, and fluctuations with applications to lasers and nonlinear optics. ### llm topics * Lagrange field theory * Quantum statistics operators * Field interactions * Lasers and nonlinear optics ### llm skills * Field quantization * Quantum operator theory * Damping and fluctuation analysis * Quantum optics applications ### llm assumed background * Graduate-level electromagnetics and electrodynamics * Lasers ### llm search phrases * quantum optics * field quantization * laser physics * electromagnetic theory * theoretical physics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash cbbe1809432062337ea5996ed0d9e4a5b14c9f0ccbe04cfc4feb375a1ba4e15d #### course id ECE/PHYSICS 746 #### current instructors None recorded. #### difficulty workload None recorded. #### errors None recorded. #### historical context None recorded. #### message No course-specific reviews available #### offered false #### profile hash 5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02 #### quick take Recent recorded grades — Spring 2022: 3.72 GPA, 77.8% A/AB (n=9 letter grades); Fall 2023: 3.92 GPA, 95.0% A/AB (n=20 letter grades); Spring 2025: 3.71 GPA, 100.0% A/AB (n=12 letter grades). ```json { "citations": [ { "course_id": "ECE/PHYSICS 746", "run_id": 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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 None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_7ab0dd802e700e2006c69da1", "source": "madgrades", "source_instructor_id": "3639300", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ROBERT BLICK", "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": 3.427, "graded": 103, "counts": [ 33, 38, 21, 8, 2, 1, 0 ], "sections": 57 }, "instructor_url": "/instructors/ROBERT_BLICK" }, { "instructor_uid": "instructor_66bd1117a18a0b29988a1774", "source": 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"identity_basis": "source_id", "identity_status": "source_identified", "name": "YING 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", "grade_statistics": { "gpa": 3.678, "graded": 366, "counts": [ 210, 94, 47, 12, 3, 0, 0 ], "sections": 42 }, "instructor_url": "/instructors/YING_WANG--instructor_05f4d60577c1ab1db09a6f47" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "ROBERT BLICK" ], "a": 6, "ab": 3, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1092", "term_name": "Fall 2008", "instructors": [ "ROBERT BLICK" ], "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": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Mark Saffman" ], "a": 2, "ab": 3, "b": 3, "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": 9, "source_aliases": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1122", "term_name": "Fall 2011", "instructors": [ "ROBERT BLICK" ], "a": 7, "ab": 4, "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": 14, "source_aliases": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "Ying Wang" ], "a": 6, "ab": 1, "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": 9, "source_aliases": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1242", "term_name": "Fall 2023", "instructors": [ "Ying Wang" ], "a": 18, "ab": 1, "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": 21, "source_aliases": [ "ECE/PHYSICS 746" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "ECE/PHYSICS 746", "course_uid": "course_e8ecefcb91ee70e677c6f01f", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Ying Wang" ], "a": 5, "ab": 7, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "ECE/PHYSICS 746" ] } ] ``` ### statistics #### gpa 3.736 #### graded 72 #### counts * 44 * 19 * 8 * 1 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_e8ecefcb91ee70e677c6f01f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_e8ecefcb91ee70e677c6f01f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_e8ecefcb91ee70e677c6f01f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_e8ecefcb91ee70e677c6f01f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_e8ecefcb91ee70e677c6f01f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_e8ecefcb91ee70e677c6f01f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.736111111111111 #### count 72 #### university ##### size 3583 ##### gpa Percentile 56 ##### count Percentile 39 ##### median Count 92 ##### 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 | 26 | false | | 2.8–3.2 | 354 | false | | 3.2–3.6 | 1098 | false | | 3.6–4.0 | 2105 | true | #### departments ```json [ { "subject": "ECE", "comparison": { "size": 96, "gpaPercentile": 73, "countPercentile": 32, "medianCount": 111, "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": 20, "current": false }, { "range": "3.2–3.6", "count": 34, "current": false }, { "range": "3.6–4.0", "count": 42, "current": true } ] } }, { "subject": "PHYSICS", "comparison": { "size": 51, "gpaPercentile": 78, "countPercentile": 30, "medianCount": 137, "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": 12, "current": false }, { "range": "3.2–3.6", "count": 20, "current": false }, { "range": "3.6–4.0", "count": 19, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | #### 1102 ##### term 1102 ##### gpa 3.4375 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | #### 1122 ##### term 1122 ##### gpa 3.6538461538461537 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | #### 1224 ##### term 1224 ##### gpa 3.7222222222222223 ##### count 9 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | #### 1242 ##### term 1242 ##### gpa 3.925 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | #### 1254 ##### term 1254 ##### gpa 3.7083333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | ECE | | | PHYSICS | | ### benchmarks #### all ##### school ###### size 3583 ###### gpa 3.6231053877045922 ###### top Share 79.59621947677495 ###### count 92 ##### ECE ###### size 96 ###### gpa 3.513743135787658 ###### top Share 73.4510303886379 ###### count 111 ##### PHYSICS ###### size 51 ###### gpa 3.4696035312957814 ###### top Share 69.3153482943326 ###### count 137 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### ECE ###### size 20 ###### gpa 3.110370466319829 ###### top Share 50.72606982804236 ###### count 46 ###### PHYSICS ###### size 16 ###### gpa 3.1108894880966673 ###### top Share 47.458050167134125 ###### count 59.5 ##### 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 ###### PHYSICS ###### size 15 ###### gpa 3.1686131662987296 ###### top Share 50.57588786313233 ###### count 77 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### ECE ###### size 22 ###### gpa 3.165502628163506 ###### top Share 51.66541549824097 ###### count 48.5 ###### PHYSICS ###### size 21 ###### gpa 3.2745261865148816 ###### top Share 56.952628679265025 ###### count 46 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ###### ECE ###### size 25 ###### gpa 3.270248107160397 ###### top Share 57.95297253539389 ###### count 49 ###### PHYSICS ###### size 21 ###### gpa 3.151811953382057 ###### top Share 49.182985220609744 ###### count 45 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### ECE ###### size 43 ###### gpa 3.493101515836076 ###### top Share 71.87667215876023 ###### count 78 ###### PHYSICS ###### size 21 ###### gpa 3.2674950880037055 ###### top Share 54.99237015961432 ###### count 47 ##### 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 ###### PHYSICS ###### size 23 ###### gpa 3.3571586191276626 ###### top Share 63.2831313593084 ###### count 54 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### ECE ###### size 40 ###### gpa 3.5198762319632855 ###### top Share 74.0918065550377 ###### count 87.5 ###### PHYSICS ###### size 24 ###### gpa 3.4204976248133576 ###### top Share 67.48442638438776 ###### count 67.5 ## instructor Trends ```json [ { "uid": "instructor_05f4d60577c1ab1db09a6f47", "name": "YING WANG", "count": 41, "terms": [ { "term": "1224", "count": 9, "sections": 1, "gpa": 3.7222222222222223 }, { "term": "1242", "count": 20, "sections": 1, "gpa": 3.925 }, { "term": "1254", "count": 12, "sections": 1, "gpa": 3.7083333333333335 } ] }, { "uid": "instructor_7ab0dd802e700e2006c69da1", "name": "ROBERT BLICK", "count": 23, "terms": [ { "term": "1074", "count": 10, "sections": 1, "gpa": 3.75 }, { "term": "1122", "count": 13, "sections": 1, "gpa": 3.6538461538461537 } ] }, { "uid": "instructor_66bd1117a18a0b29988a1774", "name": "MARK SAFFMAN", "count": 8, "terms": [ { "term": "1102", "count": 8, "sections": 1, "gpa": 3.4375 } ] } ] ``` ## following None recorded.