# NE 541: Radiation Damage in Metals | UW–Madison [View on UW Courses](https://uwcourses.com/courses/NE_541) ## 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 9718453aa40eefe12c321af8b3aa4a8eb390d53b9427592256e42f4d6766e27e ### course id NE 541 ### course uid course\_5d9d31e406b5ee3ac1dfd15a ### catalog version id af52a67a8a333a2dc4b603c25f8aa1565b96d308b08b0b480a26aa9aeca85a04 ### course number 541 ### subjects * NE ### title RADIATION DAMAGE IN METALS ### description A survey of the nature of point defects, how these defects are produced, how the defects migrate and cluster, and what effects point defects and defect clusters have on the physical and mechanical properties of metals. ### requirements text M S & E 350or351, graduate/professional standing, or member of Engineering Guest Students ### credit offering ids None recorded. ### llm job id enrich-8b774950c2b6adfdc46d1b82 ### llm output id d7e527b8cba35699cd9b5f31dd1e20b9db22ab3bb8c27ff76670d0d4c140ae39 ### llm model nvidia/Qwen3.6-35B-A3B-NVFP4 ### llm model revision 1355db6a052410cfd62085d94b58866fd0f2c3c5 ### llm task version 14 ### llm search status valid ### llm summary NE 541 surveys radiation damage in metals, focusing on point defect production, migration, clustering, and their effects on material properties. ### llm topics * Point defects * Defect production * Defect migration and clustering * Effects on physical and mechanical properties ### llm skills * Analyze the production, migration, and clustering of point defects in metals. * Evaluate the impact of defects on physical and mechanical properties. ### llm assumed background * Fundamentals of materials science, including structure, properties, and defects. ### llm search phrases * radiation damage metals * point defects metals * materials science graduate course * NE 541 radiation ### llm requirements status valid ### llm student summary status valid ### llm experience status insufficient\_evidence ### catalog variants None recorded. ### student summary #### context hash f2f4195e90c7836fb89f24e877b4d101a5da13fac6431928a277e13b22b96749 #### course id NE 541 #### 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 2022: 3.46 GPA, 61.5% A/AB (n=13 letter grades); Spring 2024: 3.50 GPA, 69.2% A/AB (n=13 letter grades); Fall 2025: 3.43 GPA, 82.1% A/AB (n=28 letter grades). ```json { "citations": [ { "course_id": "NE 541", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ed450da-b842-3d17-baf5-26d1f235e094", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1232", "type": "grade" }, { "course_id": "NE 541", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ed450da-b842-3d17-baf5-26d1f235e094", "file": "tables/observations.parquet", "kind": "grades", "source": "madgrades" }, "table": "grades_latest", "term_id": "1244", "type": "grade" }, { "course_id": "NE 541", "run_id": "20260907T155543-ce3781c4", "source_record": { "entity_id": "9ed450da-b842-3d17-baf5-26d1f235e094", "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" ], "condition": null, "course": null, "evidence": "M S & E 350or351, graduate/professional standing, or member of Engineering Guest Students", "id": "n0", "kind": "any" }, { "children": [], "condition": null, "course": { "course_number": 350, "minimum_grade": null, "subjects": [ "MS&E" ], "timing": "prior" }, "evidence": "M S & E 350", "id": "n1", "kind": 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"graded": 296, "counts": [ 69, 78, 108, 28, 11, 1, 1 ], "sections": 69 }, "instructor_url": "/instructors/TODD_ALLEN" }, { "instructor_uid": "instructor_cdbb758268e9bde785e11197", "source": "madgrades", "source_instructor_id": "2602137", "identity_basis": "source_id", "identity_status": "source_identified", "name": "JAMES P BLANCHARD", "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": 3.341, "graded": 688, "counts": [ 282, 160, 133, 51, 32, 20, 10 ], "sections": 74 }, "instructor_url": "/instructors/JAMES_P_BLANCHARD--instructor_cdbb758268e9bde785e11197" }, { "instructor_uid": "instructor_959f80f277c5a908f63c4f5d", "source": "madgrades", "source_instructor_id": "5600023", "identity_basis": "source_id", "identity_status": "source_identified", "name": "ADRIEN COUET", "email": null, "first_observed_at": "2026-09-06 23:14:58.172943+00:00", "last_observed_at": "2026-09-07 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"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": 3.343, "graded": 264, "counts": [ 62, 109, 65, 14, 9, 5, 0 ], "sections": 43 }, "instructor_url": "/instructors/YONGFENG_ZHANG--instructor_617c497552f8cdc9e35f7acf" } ] ``` ### grades ```json [ { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1082", "term_name": "Fall 2007", "instructors": [ "TODD ALLEN" ], "a": 4, "ab": 7, "b": 11, "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": 25, "source_aliases": [ "NE 541" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": 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15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1182", "term_name": "Fall 2017", "instructors": [ "Adrien Couet" ], "a": 3, "ab": 7, "b": 4, "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": 15, "source_aliases": [ "NE 541" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1202", "term_name": "Fall 2019", "instructors": [ "Yongfeng Zhang" ], "a": 2, "ab": 6, "b": 4, "bc": 1, "c": 0, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "NE 541" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1232", "term_name": "Fall 2022", "instructors": [ "Adrien Couet" ], "a": 4, "ab": 4, "b": 5, "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": 14, "source_aliases": [ "NE 541" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1244", "term_name": "Spring 2024", "instructors": [ "Yongfeng Zhang" ], "a": 7, "ab": 2, "b": 2, "bc": 1, "c": 1, "d": 0, "f": 0, "satisfactory": 1, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 14, "source_aliases": [ "NE 541" ] }, { "run_id": "20260907T155543-ce3781c4", "semester": "1272", "observed_at": "2026-09-07 15:55:43.033547+00:00", "course_id": "NE 541", "course_uid": "course_5d9d31e406b5ee3ac1dfd15a", "term_id": "1262", "term_name": "Fall 2025", "instructors": [ "Adrien Couet" ], "a": 8, "ab": 15, "b": 2, "bc": 1, "c": 1, "d": 1, "f": 0, "satisfactory": 2, "unsatisfactory": 0, "credit": 0, "no_credit": 0, "passed": 0, "incomplete": 0, "no_work": 0, "not_reported": 0, "other": 0, "total": 30, "source_aliases": [ "NE 541" ] } ] ``` ### statistics #### gpa 3.281 #### graded 203 #### counts * 48 * 65 * 60 * 19 * 8 * 3 * 0 ### grade conflicts None recorded. ### evidence #### history * [/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course\_5d9d31e406b5ee3ac1dfd15a-0.json](https://uwcourses.com/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_5d9d31e406b5ee3ac1dfd15a-0.json) #### traces * 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departments ```json [ { "subject": "NE", "comparison": { "size": 25, "gpaPercentile": 21, "countPercentile": 92, "medianCount": 55, "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": 4, "current": false }, { "range": "3.2–3.6", "count": 14, "current": true }, { "range": "3.6–4.0", "count": 7, "current": false } ] } } ] ``` ### terms #### 1082 ##### term 1082 ##### gpa 3.18 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1102 ##### term 1102 ##### gpa 3.2 ##### count 20 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1122 ##### term 1122 ##### gpa 3.2222222222222223 ##### count 27 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1142 ##### term 1142 ##### gpa 3.1666666666666665 ##### count 24 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1164 ##### term 1164 ##### gpa 3.16 ##### count 25 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1182 ##### term 1182 ##### gpa 3.3666666666666667 ##### count 15 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1202 ##### term 1202 ##### gpa 3.3461538461538463 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1232 ##### term 1232 ##### gpa 3.4615384615384617 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1244 ##### term 1244 ##### gpa 3.5 ##### count 13 ##### departments | subject | comparison | | ------- | ---------- | | NE | | #### 1262 ##### term 1262 ##### gpa 3.4285714285714284 ##### count 28 ##### departments | subject | comparison | | ------- | ---------- | | NE | | ### benchmarks #### all ##### school ###### size 3982 ###### gpa 3.6363447091170573 ###### top Share 80.44787518441203 ###### count 113 ##### NE ###### size 25 ###### gpa 3.4568686068810517 ###### top Share 69.65366746889063 ###### count 55 #### terms ##### 1082 ###### school ###### size 723 ###### gpa 3.3583896732335172 ###### top Share 62.932746798940194 ###### count 68 ##### 1102 ###### school ###### size 774 ###### gpa 3.36712622366007 ###### top Share 63.703228532165696 ###### count 67 ##### 1122 ###### school ###### size 804 ###### gpa 3.3737149752667013 ###### top Share 63.65118790117902 ###### count 70 ##### 1142 ###### school ###### size 853 ###### gpa 3.3941849959684913 ###### top Share 65.28450334228523 ###### count 67 ##### 1164 ###### school ###### size 965 ###### gpa 3.46491230798535 ###### top Share 69.92376287143657 ###### count 68 ##### 1182 ###### school ###### size 1025 ###### gpa 3.474159360325319 ###### top Share 70.34861441764347 ###### count 69 ##### 1202 ###### school ###### size 1102 ###### gpa 3.5102605987403313 ###### top Share 72.78244569053733 ###### count 68 ##### 1232 ###### school ###### size 1216 ###### gpa 3.575457431972425 ###### top Share 77.33712216234007 ###### count 66 ##### 1244 ###### school ###### size 1241 ###### gpa 3.5975573126929192 ###### top Share 78.29036874847135 ###### count 65 ##### 1262 ###### school ###### size 1320 ###### gpa 3.628825763035853 ###### top Share 80.21118846327654 ###### count 70 ## instructor Trends ```json [ { "uid": "instructor_959f80f277c5a908f63c4f5d", "name": "ADRIEN COUET", "count": 81, "terms": [ { "term": "1164", "count": 25, "sections": 1, "gpa": 3.16 }, { "term": "1182", "count": 15, "sections": 1, "gpa": 3.3666666666666667 }, { "term": "1232", "count": 13, "sections": 1, "gpa": 3.4615384615384617 }, { "term": "1262", "count": 28, "sections": 1, "gpa": 3.4285714285714284 } ] }, { "uid": "instructor_0354d3d1b923f6a49a55a8ba", "name": "TODD ALLEN", "count": 72, "terms": [ { "term": "1082", "count": 25, "sections": 1, "gpa": 3.18 }, { "term": "1102", "count": 20, "sections": 1, "gpa": 3.2 }, { "term": "1122", "count": 27, "sections": 1, "gpa": 3.2222222222222223 } ] }, { "uid": "instructor_617c497552f8cdc9e35f7acf", "name": "YONGFENG ZHANG", "count": 26, "terms": [ { "term": "1202", "count": 13, "sections": 1, "gpa": 3.3461538461538463 }, { "term": "1244", "count": 13, "sections": 1, "gpa": 3.5 } ] }, { "uid": "instructor_cdbb758268e9bde785e11197", "name": "JAMES P BLANCHARD", "count": 24, "terms": [ { "term": "1142", "count": 24, "sections": 1, "gpa": 3.1666666666666665 } ] } ] ``` ## following None recorded.