# CIVENGR/GLE 534: Nondestructive Evaluation | UW–Madison [View on UW Courses](https://uwcourses.com/courses/CIVENGR_GLE_534) ## 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 5344fb1598d3ffa309f753fa8dc0739f174b1f80b028bb5d52d7b67f3a1d7e31 ### course id CIVENGR/GLE 534 ### course uid course\_845fc5b6178c333a1dc78af9 ### catalog version id 050ba6df5250577228878e3a994226d37224ea72cb66faa3582fd9ae8cd24fbe ### course number 534 ### subjects * CIVENGR * GLE ### title NONDESTRUCTIVE EVALUATION ### description Practical aspects of nondestructive evaluation (NDE) techniques for identifying physical properties and damage within civil and geologic materials and structures. Data analyses and data science for wave propagation, arrival picking, distributed fiber optic sensing, and visualization tools such as augmented/mixed/virtual reality. ### requirements text E M A 201,PHYSICS 201,207, or member of Engineering Guest Students ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id 98c20e0a1bf7236161f2f665196fe1472d3bf2bfe3c590881cf7e06944955922 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary CIVENGR/GLE 534 teaches practical nondestructive evaluation techniques for identifying physical properties and damage in civil and geologic materials. ### llm topics * Nondestructive evaluation techniques * Wave propagation and sensing * Augmented/mixed/virtual reality visualization ### llm skills * Identifying physical properties and damage * Data analysis and data science for wave propagation * Visualization using augmented/mixed/virtual reality ### llm assumed background * Foundational mechanics and physics principles * Data analysis and visualization techniques ### llm search phrases * nondestructive evaluation civil engineering * NDE techniques data science * wave propagation sensing visualization * EMA 201 PHYSICS 201 prerequisites ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash 40269ce14c10cd5a004c70630467665dd59cb581008051b076675606673b17ba #### course id CIVENGR/GLE 534 #### 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 — Fall 2024: 3.86 GPA, 100.0% A/AB (n=7 letter grades); Fall 2025: 3.50 GPA, 71.4% A/AB (n=7 letter grades). ```json { "citations": [ { "course_id": "CIVENGR/GLE 534", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "c9e8780d-9de8-3bda-93ea-26e14506f2c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1252", "type": "grade" }, { "course_id": "CIVENGR/GLE 534", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "c9e8780d-9de8-3bda-93ea-26e14506f2c1", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1262", "type": "grade" } ] } ``` #### student experience None recorded. #### task hash 74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68 #### teaching history None recorded. #### term id 1272 #### term name 2026 Fall #### version 2 ### requirements #### nodes ```json [ { "children": [ "n1", "n2", "n3", "n4" ], "condition": null, "course": null, "evidence": "E M A 201,PHYSICS 201,207, or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 201, "minimum_grade": null, "subjects": [ "EMA" ], "timing": "prior" }, "evidence": "E M A 201", "id": "n1", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 201, "minimum_grade": null, "subjects": [ "PHYSICS" ], "timing": "prior" }, "evidence": "PHYSICS 201", "id": "n2", "kind": "course" }, { "children": [], "condition": null, "course": { "course_number": 207, "minimum_grade": null, "subjects": [ "PHYSICS" ], "timing": "prior" }, "evidence": "PHYSICS 201,207", "id": "n3", "kind": "course" }, { "children": [], "condition": "member of Engineering Guest Students", "course": null, "evidence": "member of Engineering Guest Students", "id": "n4", "kind": "condition" } ] ``` #### notes None recorded. #### root n0 #### status parsed ### instructors None recorded. ### offerings None recorded. ### sections None recorded. ### grade instructors ```json [ { "instructor_uid": "instructor_00a0c4fad8d00e06b2f21b4d", "source": "madgrades", "source_instructor_id": "3949361", "identity_basis": "source_id", "identity_status": "source_identified", "name": "DANTE FRATTA", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 15:55:43.033547+00:00", "ratings": { "review_count": 12, "quality": 4.67, "difficulty": 2.92, "quality_count": 12, "difficulty_count": 12, "profile_id": "rmp:1136170", "source_url": "https://www.ratemyprofessors.com/professor/1136170", "match_basis": "exact_name", "observed_at": "2026-09-07 16:45:32.166817+00:00", "courses": { "course_1a52ab5f7d05824d6e0a5e52": { "review_count": 3, "quality": 5, "difficulty": 2.67, "quality_count": 3, "difficulty_count": 3 }, "course_5dd9c3f7056db15fb38cedcb": { "review_count": 2, "quality": 5, "difficulty": 1.5, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 4.038553614716622, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.271, "graded": 2028, "counts": [ 812, 338, 423, 210, 175, 59, 11 ], "sections": 206 }, "instructor_url": "/instructors/DANTE_FRATTA--instructor_00a0c4fad8d00e06b2f21b4d" }, { "instructor_uid": "instructor_8a739c6d5f54ede46188d788", "source": "madgrades", "source_instructor_id": "4309957", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES SCHNEIDER", "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": 3.006, "graded": 169, "counts": [ 27, 36, 54, 30, 16, 5, 1 ], "sections": 17 }, "instructor_url": "/instructors/JAMES_SCHNEIDER--instructor_8a739c6d5f54ede46188d788" }, { "instructor_uid": "instructor_b961c4707cdbed9fe464dbf9", "source": "madgrades", "source_instructor_id": "6237441", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JESSE HAMPTON", "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": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2, "profile_id": "rmp:2804689", "source_url": "https://www.ratemyprofessors.com/professor/2804689", "match_basis": "exact_name", "observed_at": "2026-09-07 16:32:57.551272+00:00", "courses": { "course_47cd3386ac22f34c6da72c58": { "review_count": 2, "quality": 5, "difficulty": 3, "quality_count": 2, "difficulty_count": 2 } }, "bayesian_quality": 3.781532530496905, "prior_mean": 3.6596857835465957, "prior_weight": 20 }, "grade_statistics": { "gpa": 3.238, "graded": 244, "counts": [ 76, 33, 99, 7, 27, 2, 0 ], "sections": 28 }, "instructor_url": "/instructors/JESSE_HAMPTON--instructor_b961c4707cdbed9fe464dbf9" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 534", "course_uid": "course_845fc5b6178c333a1dc78af9", "term_id": "1094", "term_name": "Spring 2009", "instructors": [ "Dante Fratta", "JAMES SCHNEIDER" ], "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": [ "CIVENGR/GLE 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 534", "course_uid": "course_845fc5b6178c333a1dc78af9", "term_id": "1252", "term_name": "Fall 2024", "instructors": [ "Jesse Hampton" ], "a": 5, "ab": 2, "b": 0, "bc": 0, "c": 0, "d": 0, "f": 0, "satisfactory": 0, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 7, "source_aliases": [ "CIVENGR/GLE 534" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "CIVENGR/GLE 534", "course_uid": "course_845fc5b6178c333a1dc78af9", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Jesse Hampton" ], "a": 2, "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": 7, "source_aliases": [ "CIVENGR/GLE 534" ] } ] ``` ### statistics #### gpa 3.679 #### graded 14 #### counts * 7 * 5 * 2 * 0 * 0 * 0 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_845fc5b6178c333a1dc78af9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_845fc5b6178c333a1dc78af9-0.json) #### traces * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course\_845fc5b6178c333a1dc78af9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_845fc5b6178c333a1dc78af9-0.json) #### results * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course\_845fc5b6178c333a1dc78af9-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_845fc5b6178c333a1dc78af9-0.json) ### revision e243353dcb7d79b7247ced91d69443ef4c2a6349 ## context ### all #### term #### gpa 3.6785714285714284 #### count 14 #### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | ### terms #### 1252 ##### term 1252 ##### gpa 3.857142857142857 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | #### 1262 ##### term 1262 ##### gpa 3.5 ##### count 7 ##### departments | subject | comparison | | ------- | ---------- | | CIVENGR | | | GLE | | ### benchmarks #### all ##### school ###### size 2439 ###### gpa 3.634802673210488 ###### top Share 80.15672589669626 ###### count 81 ##### CIVENGR ###### size 37 ###### gpa 3.5946001031121613 ###### top Share 75.5859213711439 ###### count 73 #### terms ##### 1094 ###### school ###### size 758 ###### gpa 3.3891454428111527 ###### top Share 64.36369814389255 ###### count 71 ###### CIVENGR ###### size 15 ###### gpa 3.2526611351772896 ###### top Share 54.00496377565016 ###### count 48 ##### 1252 ###### school ###### size 1333 ###### gpa 3.619494049739118 ###### top Share 79.71442190500672 ###### count 69 ###### CIVENGR ###### size 15 ###### gpa 3.5343179829018943 ###### top Share 73.12920318437412 ###### count 45 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ###### CIVENGR ###### size 20 ###### gpa 3.5044360575458198 ###### top Share 67.9351957372048 ###### count 54 ## instructor Trends ```json [ { "uid": "instructor_b961c4707cdbed9fe464dbf9", "name": "JESSE HAMPTON", "count": 14, "terms": [ { "term": "1252", "count": 7, "sections": 1, "gpa": 3.857142857142857 }, { "term": "1262", "count": 7, "sections": 1, "gpa": 3.5 } ] } ] ``` ## following None recorded.