# MATH 704: Methods of Applied Mathematics-2 | UW–Madison [View on UW Courses](https://uwcourses.com/courses/MATH_704) ## Dataset ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ### repository twangodev/uwcourses ### schema version 6 ### importer version 7 ### projection id 94468b7d4154126ca413937bb4738a6d21e0c2277f6fa397a6078ad80a32384f ### observed at 2026-09-07T15:55:43.033547+00:00 ### built at 2026-09-10T23:19:01.870283+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 4dab5e96366e7a77a569b53eacfb0b8f1c68ca9f12cab310df6b71846c166ff9 ### course id MATH 704 ### course uid course\_a0150f21af89cd5e021aa199 ### catalog version id f0a2c8d450680cfa0c7d23f83581c71dbf61d3ab195fceb194a8501332aae2a3 ### course number 704 ### subjects * MATH ### title METHODS OF APPLIED MATHEMATICS-2 ### description Derivation, nature and solution of canonical partial differential equations of applied mathematics. Conservation laws, advection, diffusion. First order PDEs, characteristics, shocks. Traffic flow, eikonal and Hamilton-Jacobi equations. Higher order PDEs: classification, Fourier analysis, well-posedness. Series solutions and integral transforms. Green's functions and distributions. Similarity solutions. Asymptotics of Fourier integrals. Laplace's method, stationary phase. Ship waves. Perturbation methods. Knowledge of undergraduate linear algebra, analysis and complex analysis is strongly recommended. ### requirements text Graduate/professional standing or member of the Pre-Masters Mathematics (Visiting International) Program ### credit offering ids None recorded. ### llm job id enrich-f516c4d3e82cfe326b4f5f54 ### llm output id a19df6d1436ec6b99de9605369daf29f4b1d4022f37c8450a5a20f4a805643a5 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary Methods of applied mathematics focusing on the derivation and solution of canonical partial differential equations. ### llm topics * Conservation laws, advection, and diffusion * Traffic flow, eikonal, and Hamilton-Jacobi equations * Ship waves ### llm skills * Derivation and solution of canonical PDEs * Analysis of first-order PDEs, characteristics, and shocks * Classification and Fourier analysis of higher-order PDEs * Series solutions, integral transforms, and Green's functions * Similarity solutions and asymptotic methods * Perturbation methods ### llm assumed background * Undergraduate linear algebra, analysis, and complex analysis ### llm search phrases * partial differential equations * applied mathematics methods * characteristics shocks * Green's functions * asymptotic analysis ### llm requirements status valid ### llm student summary status valid ### llm experience status valid ### catalog variants None recorded. ### student summary #### context hash d78e17518bdf5c37d627adb912909b1517089d0b43b73e464678950b7878a56d #### course id MATH 704 #### current instructors None recorded. #### difficulty workload Historical reviews of Jean Luc Thiffeault: The course is rated as moderately difficult with a difficulty score of 3. ```json { "citations": [ { "instructor_name": "Jean Luc Thiffeault", "review_date": "2023-10-29 22:09:07 +0000 UTC", "review_id": "64b778815624684271bab8b7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTM4MzIwMjQz", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" } ] } ``` #### errors None recorded. #### historical context Historical reviews for Jean Luc Thiffeault describe him as highly intelligent and passionate about mathematics. One reviewer rated his teaching quality highly, noting his enjoyment of the subject. ```json { "citations": [ { "instructor_name": "Jean Luc Thiffeault", "review_date": "2023-10-29 22:09:07 +0000 UTC", "review_id": "64b778815624684271bab8b7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTM4MzIwMjQz", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" } ] } ``` #### offered false #### profile hash e59ddc7389015d0035b68cd195c939d475bf72b959b29cf12eab59b454ccaef1 #### quick take Historical reviews describe Jean Luc Thiffeault as highly intelligent and passionate about mathematics, resulting in a positive student experience. ```json { "citations": [ { "instructor_name": "Jean Luc Thiffeault", "review_date": "2023-10-29 22:09:07 +0000 UTC", "review_id": "64b778815624684271bab8b7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTM4MzIwMjQz", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" } ] } ``` Recent recorded grades — Spring 2024: 4.00 GPA, 100.0% A/AB (n=18 letter grades); Spring 2025: 3.95 GPA, 96.4% A/AB (n=28 letter grades); Spring 2026: 3.95 GPA, 100.0% A/AB (n=11 letter grades). ```json { "citations": [ { "course_id": "MATH 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "90b00df0-4b4f-3617-963d-b4b5f64b5b7c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "MATH 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "90b00df0-4b4f-3617-963d-b4b5f64b5b7c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1254", "type": "grade" }, { "course_id": "MATH 704", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "90b00df0-4b4f-3617-963d-b4b5f64b5b7c", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1264", "type": "grade" } ] } ``` #### student experience Historical reviews of Jean Luc Thiffeault: Students appreciate the instructor's evident enjoyment of math and life, contributing to a high quality rating. ```json { "citations": [ { "instructor_name": "Jean Luc Thiffeault", "review_date": "2023-10-29 22:09:07 +0000 UTC", "review_id": "64b778815624684271bab8b7", "run_id": "20260907T155543-ce3781c4", "source_instructor_id": "rmp:1126510", "source_review_id": "UmF0aW5nLTM4MzIwMjQz", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "type": "review" } ] } ``` #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history JEAN-LUC THIFFEAULT is recorded teaching in Spring 2017, Spring 2019, Spring 2020, Spring 2023, Spring 2024, Spring 2025. 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15:55:43.033547+00:00", "ratings": { "review_count": 26, "quality": 3.92, "difficulty": 3.38, "quality_count": 26, "difficulty_count": 26, "profile_id": "rmp:1126510", "source_url": "https://www.ratemyprofessors.com/professor/1126510", "match_basis": "exact_name", "observed_at": "2026-09-07 16:33:53.347942+00:00", "courses": { "course_a0150f21af89cd5e021aa199": { "review_count": 1, "quality": 5, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_a0267213f16255cce8332683": { "review_count": 3, "quality": 4.67, "difficulty": 3.33, "quality_count": 3, "difficulty_count": 3 }, "course_cd8a47c5c8808c1cc3427d87": { "review_count": 6, "quality": 4.5, "difficulty": 2.83, "quality_count": 6, "difficulty_count": 6 }, "course_82c0e2f81301acacf0a46a15": { "review_count": 1, "quality": 3, "difficulty": 3, "quality_count": 1, "difficulty_count": 1 }, "course_cc1de60e9953cdd9c469e9a5": { "review_count": 8, "quality": 3.5, "difficulty": 4.25, "quality_count": 8, "difficulty_count": 8 }, "course_e48a9dd8b2c804c1634b4c32": { "review_count": 1, "quality": 5, "difficulty": 2, "quality_count": 1, "difficulty_count": 1 } }, "bayesian_quality": 3.8068199058898244, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.089, "graded": 1445, "counts": [ 555, 226, 250, 121, 165, 70, 58 ], "sections": 62 }, "instructor_url": "/instructors/JEAN-LUC_THIFFEAULT--instructor_ba5b41fe7dad67a1d6af17a1" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1074", "term_name": "Spring 2007", "instructors": [ "MARSHALL SLEMROD" ], "a": 11, "ab": 0, "b": 0, "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": 12, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1084", "term_name": "Spring 2008", "instructors": [ "JAMES A ROSSMANITH" ], "a": 11, "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": 15, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Fabian Waleffe" ], "a": 5, "ab": 1, "b": 1, "bc": 0, "c": 1, "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": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1104", "term_name": "Spring 2010", "instructors": [ "SHI JIN" ], "a": 7, "ab": 0, "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": 12, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1114", "term_name": "Spring 2011", "instructors": [ "SAMUEL STECHMANN" ], "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": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1124", "term_name": "Spring 2012", "instructors": [ "Gheorghe Craciun" ], "a": 17, "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": 17, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1134", "term_name": "Spring 2013", "instructors": [ "SAMUEL STECHMANN" ], "a": 6, "ab": 3, "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": 11, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1144", "term_name": "Spring 2014", "instructors": [ "SAMUEL STECHMANN" ], "a": 4, "ab": 4, "b": 2, "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": 11, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1154", "term_name": "Spring 2015", "instructors": [ "SAMUEL STECHMANN" ], "a": 8, "ab": 15, "b": 5, "bc": 3, "c": 1, "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": 33, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1164", "term_name": "Spring 2016", "instructors": [ "SAMUEL STECHMANN" ], "a": 7, "ab": 5, "b": 6, "bc": 0, "c": 0, "d": 0, "f": 2, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 20, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1174", "term_name": "Spring 2017", "instructors": [ "Jean-Luc Thiffeault" ], "a": 24, "ab": 4, "b": 0, "bc": 0, "c": 1, "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": 29, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1184", "term_name": "Spring 2018", "instructors": [ "SAMUEL STECHMANN" ], "a": 11, "ab": 1, "b": 4, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 16, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1194", "term_name": "Spring 2019", "instructors": [ "Jean-Luc Thiffeault" ], "a": 41, "ab": 2, "b": 0, "bc": 0, "c": 1, "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": 44, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1204", "term_name": "Spring 2020", "instructors": [ "Jean-Luc Thiffeault" ], "a": 25, "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": 25, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1224", "term_name": "Spring 2022", "instructors": [ "SAMUEL STECHMANN" ], "a": 13, "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": 15, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1234", "term_name": "Spring 2023", "instructors": [ "Jean-Luc Thiffeault" ], "a": 31, "ab": 0, "b": 1, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 1, "no_work": 0, "not_reported": 0, "other": 0, "total": 33, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Jean-Luc Thiffeault" ], "a": 18, "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": 18, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1254", "term_name": "Spring 2025", "instructors": [ "Jean-Luc Thiffeault" ], "a": 26, "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": 28, "source_aliases": [ "MATH 704" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "MATH 704", "course_uid": "course_a0150f21af89cd5e021aa199", "term_id": "1264", "term_name": "Spring 2026", "instructors": [ "SAMUEL STECHMANN" ], "a": 10, "ab": 1, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 11, "source_aliases": [ "MATH 704" ] } ] ``` ### statistics #### gpa 3.778 #### graded 356 #### counts * 275 * 40 * 29 * 4 * 4 * 0 * 4 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_a0150f21af89cd5e021aa199-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_a0150f21af89cd5e021aa199-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_a0150f21af89cd5e021aa199-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_a0150f21af89cd5e021aa199-0.json) #### reviews * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course\_a0150f21af89cd5e021aa199-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/reviews/course_a0150f21af89cd5e021aa199-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_a0150f21af89cd5e021aa199-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_a0150f21af89cd5e021aa199-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.7780898876404496 #### count 356 #### university ##### size 4298 ##### gpa Percentile 58 ##### count Percentile 69 ##### median Count 170 ##### 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 | 12 | false | | 2.8–3.2 | 316 | false | | 3.2–3.6 | 1235 | false | | 3.6–4.0 | 2735 | true | #### departments ```json [ { "subject": "MATH", "comparison": { "size": 104, "gpaPercentile": 65, "countPercentile": 64, "medianCount": 218.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 0, "current": false }, { "range": "2.4–2.8", "count": 6, "current": false }, { "range": "2.8–3.2", "count": 27, "current": false }, { "range": "3.2–3.6", "count": 22, "current": false }, { "range": "3.6–4.0", "count": 49, "current": true } ] } } ] ``` ### terms #### 1074 ##### term 1074 ##### gpa 3.6666666666666665 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1084 ##### term 1084 ##### gpa 3.857142857142857 ##### count 14 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1094 ##### term 1094 ##### gpa 3.5625 ##### count 8 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1104 ##### term 1104 ##### gpa 3.5833333333333335 ##### count 12 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1124 ##### term 1124 ##### gpa 4 ##### count 17 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1134 ##### term 1134 ##### gpa 3.6818181818181817 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1144 ##### term 1144 ##### gpa 3.5 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1154 ##### term 1154 ##### gpa 3.303030303030303 ##### count 33 ##### university ###### size 935 ###### gpa Percentile 38 ###### count Percentile 5 ###### median Count 63 ###### 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 | 38 | false | | 2.8–3.2 | 237 | false | | 3.2–3.6 | 326 | true | | 3.6–4.0 | 334 | false | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 33, "gpaPercentile": 88, "countPercentile": 6, "medianCount": 69, "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": 10, "current": false }, { "range": "2.8–3.2", "count": 15, "current": false }, { "range": "3.2–3.6", "count": 6, "current": true }, { "range": "3.6–4.0", "count": 2, "current": false } ] } } ] ``` #### 1164 ##### term 1164 ##### gpa 3.175 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1174 ##### term 1174 ##### gpa 3.8620689655172415 ##### count 29 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1184 ##### term 1184 ##### gpa 3.71875 ##### count 16 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1194 ##### term 1194 ##### gpa 3.9318181818181817 ##### count 44 ##### university ###### size 1040 ###### gpa Percentile 89 ###### count Percentile 26 ###### median Count 67 ###### 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 | 1 | false | | 2.4–2.8 | 23 | false | | 2.8–3.2 | 220 | false | | 3.2–3.6 | 342 | false | | 3.6–4.0 | 454 | true | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 38, "gpaPercentile": 92, "countPercentile": 27, "medianCount": 71.5, "histogram": [ { "range": "0.0–0.4", "count": 0, "current": false }, { "range": "0.4–0.8", "count": 0, "current": false }, { "range": "0.8–1.2", "count": 0, "current": false }, { "range": "1.2–1.6", "count": 0, "current": false }, { "range": "1.6–2.0", "count": 0, "current": false }, { "range": "2.0–2.4", "count": 1, "current": false }, { "range": "2.4–2.8", "count": 6, "current": false }, { "range": "2.8–3.2", "count": 18, "current": false }, { "range": "3.2–3.6", "count": 6, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1204 ##### term 1204 ##### gpa 4 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1224 ##### term 1224 ##### gpa 3.9 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1234 ##### term 1234 ##### gpa 3.96875 ##### count 32 ##### university ###### size 1188 ###### gpa Percentile 92 ###### count Percentile 5 ###### median Count 65 ###### 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 | 3 | false | | 2.4–2.8 | 17 | false | | 2.8–3.2 | 144 | false | | 3.2–3.6 | 374 | false | | 3.6–4.0 | 650 | true | ##### departments ```json [ { "subject": "MATH", "comparison": { "size": 41, "gpaPercentile": 98, "countPercentile": 3, "medianCount": 67, "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": 2, "current": false }, { "range": "2.4–2.8", "count": 5, "current": false }, { "range": "2.8–3.2", "count": 13, "current": false }, { "range": "3.2–3.6", "count": 14, "current": false }, { "range": "3.6–4.0", "count": 7, "current": true } ] } } ] ``` #### 1244 ##### term 1244 ##### gpa 4 ##### count 18 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1254 ##### term 1254 ##### gpa 3.9464285714285716 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | #### 1264 ##### term 1264 ##### gpa 3.9545454545454546 ##### count 11 ##### departments | subject | comparison | | ------- | ---------- | | MATH | | ### benchmarks #### all ##### school ###### size 4298 ###### gpa 3.6599169512129595 ###### top Share 81.92066096643725 ###### count 170 ##### MATH ###### size 104 ###### gpa 3.489755928725373 ###### top Share 72.34164691083211 ###### count 218.5 #### terms ##### 1074 ###### school ###### size 695 ###### gpa 3.3616924722887376 ###### top Share 63.22509110105764 ###### count 69 ###### MATH ###### size 17 ###### gpa 2.821339129045922 ###### top Share 38.66654769268061 ###### count 133 ##### 1084 ###### school ###### size 720 ###### gpa 3.3670742938849725 ###### top Share 63.42064564712246 ###### count 70 ###### MATH ###### size 22 ###### gpa 2.977459424628873 ###### top Share 44.52710820759676 ###### count 88.5 ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### MATH ###### size 19 ###### gpa 2.861322177541941 ###### top Share 40.26350030907326 ###### count 108 ##### 1104 ###### school ###### size 793 ###### gpa 3.384661458923085 ###### top Share 64.6614752434143 ###### count 66 ###### MATH ###### size 23 ###### gpa 2.9531575824731964 ###### top Share 43.549837152646596 ###### count 98 ##### 1114 ###### school ###### size 804 ###### gpa 3.3696004653806844 ###### top Share 64.0389334741844 ###### count 68 ###### MATH ###### size 26 ###### gpa 2.9090822348911582 ###### top Share 41.14706210117883 ###### count 83.5 ##### 1124 ###### school ###### size 821 ###### gpa 3.406589342026613 ###### top Share 66.35774230127205 ###### count 67 ###### MATH ###### size 28 ###### gpa 2.9109864595893504 ###### top Share 42.40580272314707 ###### count 75 ##### 1134 ###### school ###### size 852 ###### gpa 3.4138934207568203 ###### top Share 66.35946578182744 ###### count 66 ###### MATH ###### size 26 ###### gpa 2.938004331770204 ###### top Share 42.318323348030226 ###### count 83.5 ##### 1144 ###### school ###### size 878 ###### gpa 3.4092443327803017 ###### top Share 65.95978235963416 ###### count 64 ###### MATH ###### size 30 ###### gpa 2.926152797086596 ###### top Share 42.17363619414386 ###### count 79 ##### 1154 ###### school ###### size 935 ###### gpa 3.4282378385810093 ###### top Share 67.66674668721691 ###### count 63 ###### MATH ###### size 33 ###### gpa 2.9834698949629033 ###### top Share 46.71989715257013 ###### count 69 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ###### MATH ###### size 32 ###### gpa 2.995223360849456 ###### top Share 46.38098813836469 ###### count 83 ##### 1174 ###### school ###### size 955 ###### gpa 3.4597947384071412 ###### top Share 69.5290038366363 ###### count 69 ###### MATH ###### size 32 ###### gpa 2.992971960864239 ###### top Share 44.393513280464695 ###### count 89 ##### 1184 ###### school ###### size 1010 ###### gpa 3.47925290354517 ###### top Share 70.86270937115944 ###### count 68 ###### MATH ###### size 36 ###### gpa 3.0650838986714333 ###### top Share 47.42689290604571 ###### count 83.5 ##### 1194 ###### school ###### size 1040 ###### gpa 3.4906527436719808 ###### top Share 71.74728845515045 ###### count 67 ###### MATH ###### size 38 ###### gpa 3.133406260873163 ###### top Share 53.17595010634325 ###### count 71.5 ##### 1204 ###### school ###### size 1012 ###### gpa 3.703747431523761 ###### top Share 84.59811226304916 ###### count 65.5 ###### MATH ###### size 29 ###### gpa 3.478717830475146 ###### top Share 69.61236805388549 ###### count 83 ##### 1224 ###### school ###### size 1171 ###### gpa 3.5627882428500937 ###### top Share 76.37271640560496 ###### count 64 ###### MATH ###### size 34 ###### gpa 3.1555898753466907 ###### top Share 53.444319815085976 ###### count 87.5 ##### 1234 ###### school ###### size 1188 ###### gpa 3.5799441677552393 ###### top Share 77.18256448537606 ###### count 65 ###### MATH ###### size 41 ###### gpa 3.178489266862151 ###### top Share 56.06874885619616 ###### count 67 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ###### MATH ###### size 43 ###### gpa 3.228240949537157 ###### top Share 55.86451059486035 ###### count 68 ##### 1254 ###### school ###### size 1289 ###### gpa 3.6126423469389106 ###### top Share 79.48050408754871 ###### count 66 ###### MATH ###### size 39 ###### gpa 3.180435541912479 ###### top Share 53.878371816747475 ###### count 89 ##### 1264 ###### school ###### size 1283 ###### gpa 3.6229729166451925 ###### top Share 80.13669149396227 ###### count 66 ###### MATH ###### size 42 ###### gpa 3.13598176627681 ###### top Share 52.25969905887213 ###### count 80 ## instructor Trends ```json [ { "uid": "instructor_ba5b41fe7dad67a1d6af17a1", "name": "JEAN-LUC THIFFEAULT", "count": 176, "terms": [ { "term": "1174", "count": 29, "sections": 1, "gpa": 3.8620689655172415 }, { "term": "1194", "count": 44, "sections": 1, "gpa": 3.9318181818181817 }, { "term": "1204", "count": 25, "sections": 1, "gpa": 4 }, { "term": "1234", "count": 32, "sections": 1, "gpa": 3.96875 }, { "term": "1244", "count": 18, "sections": 1, "gpa": 4 }, { "term": "1254", "count": 28, "sections": 1, "gpa": 3.9464285714285716 } ] }, { "uid": "instructor_e8033b131444ac21313c075f", "name": "SAMUEL STECHMANN", "count": 117, "terms": [ { "term": "1134", "count": 11, "sections": 1, "gpa": 3.6818181818181817 }, { "term": "1144", "count": 11, "sections": 1, "gpa": 3.5 }, { "term": "1154", "count": 33, "sections": 1, "gpa": 3.303030303030303 }, { "term": "1164", "count": 20, "sections": 1, "gpa": 3.175 }, { "term": "1184", "count": 16, "sections": 1, "gpa": 3.71875 }, { "term": "1224", "count": 15, "sections": 1, "gpa": 3.9 }, { "term": "1264", "count": 11, "sections": 1, "gpa": 3.9545454545454546 } ] }, { "uid": "instructor_b8e44b154dc09c12ff6006ac", "name": "GHEORGHE CRACIUN", "count": 17, "terms": [ { "term": "1124", "count": 17, "sections": 1, "gpa": 4 } ] }, { "uid": "instructor_948a42af0cbdec970eeadf81", "name": "JAMES A ROSSMANITH", "count": 14, "terms": [ { "term": "1084", "count": 14, "sections": 1, "gpa": 3.857142857142857 } ] }, { "uid": "instructor_2fcd8ca860c9e8174b0b4bd0", "name": "SHI JIN", "count": 12, "terms": [ { "term": "1104", "count": 12, "sections": 1, "gpa": 3.5833333333333335 } ] }, { "uid": "instructor_eaaa68b41bc199106a95d739", "name": "MARSHALL SLEMROD", "count": 12, "terms": [ { "term": "1074", "count": 12, "sections": 1, "gpa": 3.6666666666666665 } ] }, { "uid": "instructor_a03ee55e6692f3d8a103659d", "name": "FABIAN WALEFFE", "count": 8, "terms": [ { "term": "1094", "count": 8, "sections": 1, "gpa": 3.5625 } ] } ] ``` ## following None recorded.