# CHEM 864: Statistical Mechanics | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CHEM_864) ## 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 617a5d0e9bb322cc757561403c865a5854f61c75ce8c77b99cdce34102f10da1 ### course id CHEM 864 ### course uid course\_2e512677c90e1fb99df74638 ### catalog version id fbac4fdf40331e8a0d8010457dbbbb9119885f417ec8e5ebb1b13339da05485f ### course number 864 ### subjects * CHEM ### title STATISTICAL MECHANICS ### description Fundamentals of statistical mechanics; applications to equilibrium and non-equilibrium properties of gases and condensed phases. ### requirements text Graduate/professional standing ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id a4141da3e8200372b9eb6bf322ddf8a374853148954084bbdf1e8f103c5c9027 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CHEM 864 covers the fundamentals of statistical mechanics and its applications to the equilibrium and non-equilibrium properties of gases and condensed phases. ### llm topics * Statistical mechanics * Equilibrium and non-equilibrium properties * Gases and condensed phases ### llm skills * Understanding statistical mechanics fundamentals * Applying statistical mechanics to equilibrium and non-equilibrium systems ### llm assumed background None recorded. ### llm search phrases * statistical mechanics graduate * equilibrium non-equilibrium properties * gases condensed phases thermodynamics ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 7ae054e80edd0edcc89970d24e5e2f8be7c1f0496ffb25aadeb60b9ad042b250 #### course id CHEM 864 #### 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 2016: 3.60 GPA, 70.0% A/AB (n=10 letter grades); Spring 2018: 3.62 GPA, 87.5% A/AB (n=8 letter grades); Spring 2024: 3.80 GPA, 100.0% A/AB (n=10 letter grades). ```json { "citations": [ { "course_id": "CHEM 864", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62272b1e-6625-379a-afb6-1944d68e848a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1164", "type": "grade" }, { "course_id": "CHEM 864", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "62272b1e-6625-379a-afb6-1944d68e848a", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1184", "type": "grade" }, { "course_id": "CHEM 864", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": 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SKINNER", "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": 8, "quality": 4.38, "difficulty": 4.12, "quality_count": 8, "difficulty_count": 8, "profile_id": "rmp:1555016", "source_url": "https://www.ratemyprofessors.com/professor/1555016", "match_basis": "exact_name", "observed_at": "2026-09-07 16:34:32.205676+00:00", "courses": { "course_985c13fd69b6b0b94db23002": { "review_count": 7, "quality": 4.29, "difficulty": 4.14, "quality_count": 7, "difficulty_count": 7 } }, "bayesian_quality": 3.865489845390425, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.499, "graded": 362, "counts": [ 143, 118, 78, 13, 7, 1, 2 ], "sections": 32 }, "instructor_url": "/instructors/JAMES_SKINNER--instructor_ee43157da2845aafb7575e67" }, { "instructor_uid": "instructor_026b9b200a355d852175c6a4", "source": "madgrades", "source_instructor_id": "2601525", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ARUN YETHIRAJ", "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": 19, "quality": 2.32, "difficulty": 4.58, "quality_count": 19, "difficulty_count": 19, "profile_id": "rmp:1864423", "source_url": "https://www.ratemyprofessors.com/professor/1864423", "match_basis": "exact_name", "observed_at": "2026-09-07 16:54:08.682821+00:00", "courses": { "course_e417e49826c79d82de86997c": { "review_count": 4, "quality": 2.5, "difficulty": 4.5, "quality_count": 4, "difficulty_count": 4 }, "course_6c23abb86fb1851e6a100c80": { "review_count": 2, "quality": 3, "difficulty": 4.5, "quality_count": 2, "difficulty_count": 2 }, "course_4c0d8abb0c7e295314024163": { "review_count": 7, "quality": 1, "difficulty": 5, "quality_count": 7, "difficulty_count": 7 }, "course_985c13fd69b6b0b94db23002": { "review_count": 6, "quality": 3.5, "difficulty": 4.17, "quality_count": 6, "difficulty_count": 6 } }, "bayesian_quality": 3.0070183505367156, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.37, "graded": 903, "counts": [ 337, 241, 196, 67, 40, 16, 6 ], "sections": 81 }, "instructor_url": "/instructors/ARUN_YETHIRAJ--instructor_026b9b200a355d852175c6a4" }, { "instructor_uid": "instructor_345fc6cb7841d474250fefde", "source": "madgrades", "source_instructor_id": "3340467", "identity_basis": "source_id", "identity_status": "source_identified", "name": "HUANG XUHUI", "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": 3.453, "graded": 310, "counts": [ 137, 63, 78, 22, 6, 1, 3 ], "sections": 35 }, "instructor_url": "/instructors/HUANG_XUHUI" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", 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"20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CHEM 864", "course_uid": "course_2e512677c90e1fb99df74638", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "Arun Yethiraj" ], "a": 5, "ab": 2, "b": 3, "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": [ "CHEM 864" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CHEM 864", "course_uid": "course_2e512677c90e1fb99df74638", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "Arun Yethiraj" ], "a": 3, "ab": 4, "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": 8, "source_aliases": [ "CHEM 864" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CHEM 864", "course_uid": "course_2e512677c90e1fb99df74638", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "HUANG XUHUI" ], "a": 6, "ab": 4, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 10, "source_aliases": [ "CHEM 864" ] } ] ``` ### statistics #### gpa 3.598 #### graded 102 #### counts * 45 * 34 * 21 * 2 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_2e512677c90e1fb99df74638-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_2e512677c90e1fb99df74638-0.json) #### traces * 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departments ```json [ { "subject": "CHEM", "comparison": { "size": 39, "gpaPercentile": 61, "countPercentile": 45, "medianCount": 155, "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": 1, "current": false }, { "range": "2.8–3.2", "count": 12, "current": false }, { "range": "3.2–3.6", "count": 11, "current": true }, { "range": "3.6–4.0", "count": 15, "current": false } ] } } ] ``` ### terms #### 1084 ##### term 1084 ##### gpa 3.6136363636363638 ##### count 22 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1104 ##### term 1104 ##### gpa 3.5217391304347827 ##### count 23 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1124 ##### term 1124 ##### gpa 3.5 ##### count 19 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1144 ##### term 1144 ##### gpa 3.7 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1164 ##### term 1164 ##### gpa 3.6 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1184 ##### term 1184 ##### gpa 3.625 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | #### 1244 ##### term 1244 ##### gpa 3.8 ##### count 10 ##### departments | subject | comparison | | ------- | ---------- | | CHEM | | ### benchmarks #### all ##### school ###### size 2854 ###### gpa 3.6012781062817414 ###### top Share 78.2249890414422 ###### count 104 ##### CHEM ###### size 39 ###### gpa 3.4651119152120353 ###### top Share 69.2142219368172 ###### count 155 #### terms ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### CHEM ###### size 16 ###### gpa 3.19646157518628 ###### top Share 50.99068873463382 ###### count 104 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### CHEM ###### size 15 ###### gpa 3.0923831644319106 ###### top Share 46.17829054769904 ###### count 96 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### CHEM ###### size 11 ###### gpa 3.00009829404877 ###### top Share 40.386475641461075 ###### count 125 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### CHEM ###### size 16 ###### gpa 3.1400405732907273 ###### top Share 49.77082527078897 ###### count 78 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### CHEM ###### size 16 ###### gpa 3.0831029256897855 ###### top Share 45.24974143869341 ###### count 77 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### CHEM ###### size 16 ###### gpa 3.1596366804218503 ###### top Share 51.50478577154539 ###### count 95 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### CHEM ###### size 14 ###### gpa 3.2715871328461685 ###### top Share 58.37000605983993 ###### count 94 ## instructor Trends ```json [ { "uid": "instructor_ee43157da2845aafb7575e67", "name": "JAMES SKINNER", "count": 74, "terms": [ { "term": "1084", "count": 22, "sections": 1, "gpa": 3.6136363636363638 }, { "term": "1104", "count": 23, "sections": 1, "gpa": 3.5217391304347827 }, { "term": "1124", "count": 19, "sections": 1, "gpa": 3.5 }, { "term": "1144", "count": 10, "sections": 1, "gpa": 3.7 } ] }, { "uid": "instructor_026b9b200a355d852175c6a4", "name": "ARUN YETHIRAJ", "count": 18, "terms": [ { "term": "1164", "count": 10, "sections": 1, "gpa": 3.6 }, { "term": "1184", "count": 8, "sections": 1, "gpa": 3.625 } ] }, { "uid": "instructor_345fc6cb7841d474250fefde", "name": "HUANG XUHUI", "count": 10, "terms": [ { "term": "1244", "count": 10, "sections": 1, "gpa": 3.8 } ] } ] ``` ## following None recorded.