# PHYSICS 406: Special Topics in Physics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/PHYSICS_406) ## 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 4dbcc21fe9152c98d5bf6dc0d5d13c01c4e9d0bc1c6a889384a8478de4b1b732 ### course id PHYSICS 406 ### course uid course\_b697367e100481a7cec9163f ### catalog version id 847f0c43d9bdc1392498cc6344aee6f473311c3ae7bfbe8c402a52f510b558f7 ### course number 406 ### subjects * PHYSICS ### title SPECIAL TOPICS IN PHYSICS ### description Special topics in physics at the advanced undergraduate level. ### requirements text PHYSICS 205,241, 244,249, orPHYSICS/​E C E  235 ### credits min 1 ### credits max 4 ### credit offering ids * 1272:754:015623 * 1272:754:015623.10 * 1272:754:015623.3 * 1272:754:015623.8 ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 2c31842ced853eebb9d519be477f095757ce7362ca02e12a58212a81e1395147 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary PHYSICS 406 covers special topics in physics at the advanced undergraduate level. ### llm topics None recorded. ### llm skills None recorded. ### llm assumed background * Foundational modern physics concepts including quantum mechanics, atomic structure, and solid state physics. ### llm search phrases * advanced undergraduate physics special topics * modern physics electives * quantum mechanics applications physics * solid state physics topics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 4f46044551d74fada17d442465e172da81d01da688d937e9b7ea4d4f2a5b5bca #### course id PHYSICS 406 #### current instructors ```json [ { "instructor_uid": "instructor_d578df90e3c96f783c76bf3f", "message": "No course-specific reviews available", "name": "Ellen Zweibel", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:1444172", "summary": [] }, { "instructor_uid": "instructor_06387b93fa496f528d0e2d9b", "message": "No course-specific reviews available", "name": "Mark Saffman", "review_status": "no_course_reviews", "rmp_instructor_id": "rmp:2116556", "summary": [ { "citations": [ { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62c7e751-0435-3288-86ad-a335592686d9", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62c7e751-0435-3288-86ad-a335592686d9", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" } ], "text": "Recent recorded grades — Fall 2016: 3.10 GPA, 50.0% A/AB (n=10 letter grades); Spring 2018: 3.50 GPA, 80.0% A/AB (n=5 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 2024: 3.92 GPA, 96.0% A/AB (n=25 letter grades); Fall 2025: 3.27 GPA, 54.5% A/AB (n=11 letter grades); Spring 2026: 3.84 GPA, 93.8% A/AB (n=16 letter grades). ```json { "citations": [ { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" }, { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history MARK SAFFMAN is recorded teaching in Fall 2016, Spring 2018. Recorded history may be incomplete and does not establish a future schedule. ```json { "citations": [ { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62c7e751-0435-3288-86ad-a335592686d9", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1172", "type": "grade" }, { "course_id": "PHYSICS 406", "run_id": "20260907T155543-ce3781c4", "section_number": 1, "source_course_id": "62c7e751-0435-3288-86ad-a335592686d9", "source_record": { "entity_id": "62c7e751-0435-3288-86ad-a335592686d9", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "section_grades_latest", "term_id": "1184", "type": "grade" } ] } ``` #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [], "condition": "PHYSICS 205", "course": null, "evidence": "PHYSICS 205", "id": "n0", "kind": "condition" }, { "children": [], "condition": "241", "course": null, "evidence": "241", "id": "n1", "kind": "condition" }, { "children": [], "condition": "244", "course": null, "evidence": "244", "id": "n2", "kind": "condition" }, { "children": [], "condition": "249", "course": null, "evidence": "249", "id": "n3", "kind": "condition" }, { "children": [], "condition": "PHYSICS/E C E 235", "course": null, "evidence": "PHYSICS/E C E 235", "id": "n4", "kind": "condition" }, { "children": [ "n0", "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "PHYSICS 205,241, 244,249, orPHYSICS/E C E 235", "id": "n5", "kind": "any" } ] ``` #### notes * PHYSICS 244 is mentioned in requirements\_text but not found in linked\_courses or lookups; treated as verbatim condition. * PHYSICS 205, 241, 249, and ECE/PHYSICS 235 are in linked\_courses but treated as verbatim conditions because requirements\_text does not explicitly link them as canonical course nodes with timing/grade details. * The comma-separated list in requirements\_text is interpreted as an OR (any) relationship based on the final 'or' before PHYSICS/E C E 235. #### root n5 #### status parsed ### instructors ```json [ { "instructor_uid": "instructor_d578df90e3c96f783c76bf3f", "source": "enrollment", "source_instructor_id": "egzweibel", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ellen Zweibel", "email": "ZWEIBEL@ASTRO.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": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1444172", "source_url": "https://www.ratemyprofessors.com/professor/1444172", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:19.234620+00:00", "courses": {}, "bayesian_quality": 3.580653127187234, "prior_mean": 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"2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015623", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1272", "source_course_id": "015623", "source_subject_id": "754", "title": "Special Topics in Physics", "credits_min": 1, "credits_max": 4, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015623.10", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1272", "source_course_id": "015623.10", "source_subject_id": "754", "title": "Physics of Space", "credits_min": 1, "credits_max": 4, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015623.3", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1272", "source_course_id": "015623.3", "source_subject_id": "754", "title": "Quantum Physics of Information", "credits_min": 1, "credits_max": 4, "typically_offered": "Occasionally" }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "offering_id": "1272:754:015623.8", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1272", "source_course_id": "015623.8", "source_subject_id": "754", "title": "Methods of Theoretical Physics", "credits_min": 1, "credits_max": 4, "typically_offered": "Occasionally" } ] ``` ### sections ```json [ { "run_id": "20260907T155543-ce3781c4", "observed_at": "2026-09-07 15:55:43.033547+00:00", "section_uid": "uw-section:1272:29702", "term_id": "1272", "source_section_id": "29702", "identity_basis": "class_number", "section_number": "002", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 35, "enrolled": 18, "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:1272:36902", "term_id": "1272", "source_section_id": "36902", "identity_basis": "class_number", "section_number": "003", "section_type": "LEC", "instruction_mode": "Classroom Instruction", "capacity": 30, "enrolled": 15, "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_9f89a80ed2309142eaca262c", "source": "madgrades", "source_instructor_id": "2600586", "identity_basis": "source_id", "identity_status": "source_identified", "name": "VERNON BARGER", "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": 4, "difficulty": 2.2, "quality_count": 5, "difficulty_count": 5, 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"instructor_305d0a34d0052e62bac3cbcb", "source": "madgrades", "source_instructor_id": "4195809", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DENIZ YAVUZ", "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": 5, "difficulty": 2.57, "quality_count": 7, "difficulty_count": 7, "profile_id": "rmp:1533761", "source_url": "https://www.ratemyprofessors.com/professor/1533761", "match_basis": "exact_name", "observed_at": "2026-09-07 16:43:55.009463+00:00", "courses": { "course_c0441054cc35bd55cdb8dd0e": { "review_count": 1, "quality": 5, "difficulty": 1, "quality_count": 1, "difficulty_count": 1 }, "course_1666a5a286d44301d42ee8d0": { "review_count": 2, "quality": 5, "difficulty": 2.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.00717465447896, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.38, "graded": 1220, "counts": [ 426, 362, 244, 112, 65, 11, 0 ], "sections": 94 }, "instructor_url": "/instructors/DENIZ_YAVUZ--instructor_305d0a34d0052e62bac3cbcb" }, { "instructor_uid": "instructor_06387b93fa496f528d0e2d9b", "source": "enrollment", "source_instructor_id": "msaffman", "identity_basis": "netid", "identity_status": "source_identified", "name": "Mark Saffman", "email": "MSAFFMAN@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": 2, "quality": 3.5, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2116556", "source_url": "https://www.ratemyprofessors.com/professor/2116556", "match_basis": "exact_name", "observed_at": "2026-09-07 16:20:30.280957+00:00", "courses": {}, "bayesian_quality": 3.6451688941332687, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/MARK_SAFFMAN" }, { "instructor_uid": "instructor_d578df90e3c96f783c76bf3f", "source": "enrollment", "source_instructor_id": "egzweibel", "identity_basis": "netid", "identity_status": "source_identified", "name": "Ellen Zweibel", "email": "ZWEIBEL@ASTRO.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": 1, "quality": 2, "difficulty": 3, "quality_count": 1, "difficulty_count": 1, "profile_id": "rmp:1444172", "source_url": "https://www.ratemyprofessors.com/professor/1444172", "match_basis": "exact_name", "observed_at": "2026-09-07 16:41:19.234620+00:00", "courses": {}, "bayesian_quality": 3.580653127187234, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "instructor_url": "/instructors/ELLEN_ZWEIBEL" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "Vernon Barger" ], "a": 12, "ab": 2, "b": 3, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 18, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1102", "term_name": "Fall 2009", "instructors": [ "Daniel Chung" ], "a": 10, "ab": 3, "b": 2, "bc": 0, "c": 1, "d": 1, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 17, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "Daniel Chung" ], "a": 8, "ab": 1, "b": 3, "bc": 0, "c": 1, "d": 0, "f": 1, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 15, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1152", "term_name": "Fall 2014", "instructors": [ "Vernon Barger" ], "a": 10, "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": 10, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1172", "term_name": "Fall 2016", "instructors": [ "Mark Saffman" ], "a": 3, "ab": 2, "b": 4, "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": 10, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Daniel Chung" ], "a": 7, "ab": 2, "b": 4, "bc": 0, "c": 1, "d": 1, "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": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Mark Saffman" ], "a": 1, "ab": 3, "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": 6, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1192", "term_name": "Fall 2018", "instructors": [ "Daniel Chung" ], "a": 7, "ab": 1, "b": 3, "bc": 0, "c": 3, "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": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Vernon Barger" ], "a": 14, "ab": 1, "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": 16, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1212", "term_name": "Fall 2020", "instructors": [ "Daniel Chung" ], "a": 8, "ab": 0, "b": 1, "bc": 0, "c": 1, "d": 0, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 12, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Daniel Chung" ], "a": 7, "ab": 1, "b": 2, "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": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "LU LU", "Vernon Barger" ], "a": 22, "ab": 2, "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": 26, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "OLEKSANDR LEVCHENKO" ], "a": 0, "ab": 6, "b": 5, "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": 11, "source_aliases": [ "PHYSICS 406" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "PHYSICS 406", "course_uid": "course_b697367e100481a7cec9163f", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "Deniz Yavuz" ], "a": 13, "ab": 2, "b": 0, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "PHYSICS 406" ] } ] ``` ### statistics #### gpa 3.613 #### graded 191 #### counts * 122 * 26 * 30 * 2 * 7 * 2 * 2 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_b697367e100481a7cec9163f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_b697367e100481a7cec9163f-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_b697367e100481a7cec9163f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_b697367e100481a7cec9163f-0.json) #### meetings * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course\_b697367e100481a7cec9163f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/meetings/course_b697367e100481a7cec9163f-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_b697367e100481a7cec9163f-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_b697367e100481a7cec9163f-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.612565445026178 #### count 191 #### university ##### size 4667 ##### gpa Percentile 37 ##### count Percentile 60 ##### median Count 133 ##### 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 | 7 | false | | 2.8–3.2 | 353 | false | | 3.2–3.6 | 1309 | false | | 3.6–4.0 | 2998 | true | #### departments ```json [ { "subject": "PHYSICS", "comparison": { "size": 64, "gpaPercentile": 62, "countPercentile": 49, "medianCount": 194, "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": 11, "current": false }, { "range": "3.2–3.6", "count": 26, "current": false }, { "range": "3.6–4.0", "count": 27, "current": true } ] } } ] ``` ### terms #### 1082 ##### term 1082 ##### gpa 3.6944444444444446 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1102 ##### term 1102 ##### gpa 3.5 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1134 ##### term 1134 ##### gpa 3.3214285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1152 ##### term 1152 ##### gpa 4 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1172 ##### term 1172 ##### gpa 3.1 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1182 ##### term 1182 ##### gpa 3.3333333333333335 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1184 ##### term 1184 ##### gpa 3.5 ##### count 5 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1192 ##### term 1192 ##### gpa 3.3214285714285716 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1202 ##### term 1202 ##### gpa 3.90625 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1212 ##### term 1212 ##### gpa 3.7 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1234 ##### term 1234 ##### gpa 3.75 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1252 ##### term 1252 ##### gpa 3.92 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1262 ##### term 1262 ##### gpa 3.272727272727273 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | #### 1264 ##### term 1264 ##### gpa 3.84375 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | PHYSICS | | ### benchmarks #### all ##### school ###### size 4667 ###### gpa 3.6619124724823573 ###### top Share 81.96550541972952 ###### count 133 ##### PHYSICS ###### size 64 ###### gpa 3.500041025702316 ###### top Share 71.28907262262528 ###### count 194 #### terms ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ###### PHYSICS ###### size 18 ###### gpa 3.2311229604011333 ###### top Share 56.151562136156045 ###### count 57 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ###### PHYSICS ###### size 21 ###### gpa 3.2745261865148816 ###### top Share 56.952628679265025 ###### count 46 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### PHYSICS ###### size 16 ###### gpa 3.1727275737526623 ###### top Share 50.135269053135474 ###### count 60 ##### 1152 ###### school ###### size 918 ###### gpa 3.408733538594633 ###### top Share 66.06693005846735 ###### count 65 ###### PHYSICS ###### size 21 ###### gpa 3.211095407653518 ###### top Share 53.38528747671303 ###### count 47 ##### 1172 ###### school ###### size 991 ###### gpa 3.465129042641772 ###### top Share 69.42600667567366 ###### count 67 ###### PHYSICS ###### size 20 ###### gpa 3.2254407969668777 ###### top Share 51.32636384661453 ###### count 68 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ###### PHYSICS ###### size 20 ###### gpa 3.2026937863767606 ###### top Share 54.00991827920095 ###### count 66.5 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### PHYSICS ###### size 19 ###### gpa 3.2111027497159728 ###### top Share 55.452763424678935 ###### count 56 ##### 1192 ###### school ###### size 1077 ###### gpa 3.50327634323125 ###### top Share 72.44641925727845 ###### count 67 ###### PHYSICS ###### size 20 ###### gpa 3.168647061822901 ###### top Share 53.209341982083096 ###### count 71.5 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ###### PHYSICS ###### size 20 ###### gpa 3.217258887911914 ###### top Share 54.89592865028624 ###### count 65 ##### 1212 ###### school ###### size 1111 ###### gpa 3.5856416028074487 ###### top Share 77.58926748660845 ###### count 68 ###### PHYSICS ###### size 20 ###### gpa 3.270616618836698 ###### top Share 55.48038565119215 ###### count 54 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### PHYSICS ###### size 19 ###### gpa 3.3315176617917044 ###### top Share 59.86959664613304 ###### count 64 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### PHYSICS ###### size 22 ###### gpa 3.4211203006656974 ###### top Share 64.30376620988773 ###### count 68 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### PHYSICS ###### size 26 ###### gpa 3.4227207931490256 ###### top Share 67.09462132676148 ###### count 56.5 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### PHYSICS ###### size 20 ###### gpa 3.3226640805171783 ###### top Share 59.84154395185915 ###### count 76.5 ## instructor Trends ```json [ { "uid": "instructor_289d7bfe2b0560f30c0956f9", "name": "DANIEL J CHUNG", "count": 80, "terms": [ { "term": "1102", "count": 17, "sections": 1, "gpa": 3.5 }, { "term": "1134", "count": 14, "sections": 1, "gpa": 3.3214285714285716 }, { "term": "1182", "count": 15, "sections": 1, "gpa": 3.3333333333333335 }, { "term": "1192", "count": 14, "sections": 1, "gpa": 3.3214285714285716 }, { "term": "1212", "count": 10, "sections": 1, "gpa": 3.7 }, { "term": "1234", "count": 10, "sections": 1, "gpa": 3.75 } ] }, { "uid": "instructor_9f89a80ed2309142eaca262c", "name": "VERNON BARGER", "count": 59, "terms": [ { "term": "1082", "count": 18, "sections": 1, "gpa": 3.6944444444444446 }, { "term": "1152", "count": 10, "sections": 1, "gpa": 4 }, { "term": "1202", "count": 16, "sections": 1, "gpa": 3.90625 }, { "term": "1252", "count": 15, "sections": 1, "gpa": 3.9 } ] }, { "uid": "instructor_305d0a34d0052e62bac3cbcb", "name": "DENIZ YAVUZ", "count": 16, "terms": [ { "term": "1264", "count": 16, "sections": 1, "gpa": 3.84375 } ] }, { "uid": "instructor_66bd1117a18a0b29988a1774", "name": "MARK SAFFMAN", "count": 15, "terms": [ { "term": "1172", "count": 10, "sections": 1, "gpa": 3.1 }, { "term": "1184", "count": 5, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_4d2518d5f05b261ee87c1486", "name": "OLEKSANDR LEVCHENKO", "count": 11, "terms": [ { "term": "1262", "count": 11, "sections": 1, "gpa": 3.272727272727273 } ] }, { "uid": "instructor_77a9c66449d7ff10f4dbdd0c", "name": "LU LU", "count": 10, "terms": [ { "term": "1252", "count": 10, "sections": 1, "gpa": 3.95 } ] } ] ``` ## following None recorded.