{"schema_version":1,"url":"https://uwcourses.com/courses/ECE_ME_576","title":"ECE/ME 576: Printed and Flexible Electronics: Manufacturing, Devices, and Applications | UW–Madison","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":"AAE","count":90},{"subject":"ABT","count":20},{"subject":"ACCTIS","count":36},{"subject":"ACTSCI","count":14},{"subject":"AFAERO","count":10},{"subject":"AFRICAN","count":87},{"subject":"AFROAMER","count":71},{"subject":"AGROECOL","count":21},{"subject":"AMERIND","count":53},{"subject":"ANAT&PHY","count":7},{"subject":"ANATOMY","count":2},{"subject":"ANESTHES","count":8},{"subject":"ANSCI","count":57},{"subject":"ANTHRO","count":95},{"subject":"ART","count":125},{"subject":"ARTED","count":10},{"subject":"ARTHIST","count":121},{"subject":"ASIALANG","count":129},{"subject":"ASIAN","count":109},{"subject":"ASIANAM","count":28},{"subject":"ASTRON","count":38},{"subject":"ATMOCN","count":69},{"subject":"BIOCHEM","count":51},{"subject":"BIOCORE","count":10},{"subject":"BIOLOGY","count":14},{"subject":"BIOMDSCI","count":18},{"subject":"BME","count":66},{"subject":"BMI","count":41},{"subject":"BMOLCHEM","count":10},{"subject":"BOTANY","count":69},{"subject":"BSE","count":44},{"subject":"C&ESOC","count":73},{"subject":"CBE","count":48},{"subject":"CHEM","count":101},{"subject":"CHICLA","count":52},{"subject":"CIVENGR","count":133},{"subject":"CLASSICS","count":47},{"subject":"CNP","count":10},{"subject":"CNSRSCI","count":50},{"subject":"COMARTS","count":137},{"subject":"COMPBIO","count":15},{"subject":"COMPLIT","count":11},{"subject":"COMPSCI","count":138},{"subject":"COUNPSY","count":78},{"subject":"CRB","count":19},{"subject":"CS&D","count":71},{"subject":"CSCS","count":40},{"subject":"CURRIC","count":193},{"subject":"DANCE","count":93},{"subject":"DERM","count":8},{"subject":"DS","count":88},{"subject":"DYSCI","count":35},{"subject":"ECE","count":155},{"subject":"ECON","count":145},{"subject":"EDPOL","count":114},{"subject":"EDPSYCH","count":97},{"subject":"ELPA","count":70},{"subject":"EMA","count":53},{"subject":"EMERMED","count":17},{"subject":"ENGL","count":206},{"subject":"ENTOM","count":40},{"subject":"ENVIRST","count":148},{"subject":"EP","count":15},{"subject":"EPD","count":67},{"subject":"ESL","count":16},{"subject":"F&WECOL","count":60},{"subject":"FAMMED","count":22},{"subject":"FINANCE","count":50},{"subject":"FOLKLORE","count":40},{"subject":"FOODSCI","count":43},{"subject":"FRENCH","count":63},{"subject":"GEN&WS","count":145},{"subject":"GENBUS","count":72},{"subject":"GENECSLR","count":17},{"subject":"GENETICS","count":60},{"subject":"GEOG","count":113},{"subject":"GEOSCI","count":83},{"subject":"GERMAN","count":82},{"subject":"GLE","count":48},{"subject":"GNS","count":38},{"subject":"GREEK","count":27},{"subject":"HDFS","count":41},{"subject":"HEBR-BIB","count":13},{"subject":"HEBR-MOD","count":10},{"subject":"HISTORY","count":233},{"subject":"HISTSCI","count":56},{"subject":"HONCOL","count":13},{"subject":"ILS","count":43},{"subject":"INFOSYS","count":9},{"subject":"INTEGART","count":7},{"subject":"INTEGSCI","count":22},{"subject":"INTER-AG","count":18},{"subject":"INTER-HE","count":11},{"subject":"INTER-LS","count":22},{"subject":"INTEREGR","count":16},{"subject":"INTLBUS","count":21},{"subject":"INTLST","count":50},{"subject":"ISYE","count":83},{"subject":"ITALIAN","count":53},{"subject":"JEWISH","count":56},{"subject":"JOURN","count":88},{"subject":"KINES","count":128},{"subject":"LACIS","count":26},{"subject":"LANDARC","count":61},{"subject":"LATIN","count":24},{"subject":"LAW","count":120},{"subject":"LEGALST","count":48},{"subject":"LINGUIS","count":35},{"subject":"LIS","count":89},{"subject":"LITTRANS","count":78},{"subject":"LSC","count":52},{"subject":"M&ENVTOX","count":7},{"subject":"MARKETNG","count":62},{"subject":"MATH","count":153},{"subject":"MDGENET","count":8},{"subject":"ME","count":130},{"subject":"MEDHIST","count":43},{"subject":"MEDICINE","count":60},{"subject":"MEDIEVAL","count":32},{"subject":"MEDPHYS","count":39},{"subject":"MEDSC-M","count":29},{"subject":"MEDSC-V","count":41},{"subject":"MHR","count":68},{"subject":"MICROBIO","count":45},{"subject":"MILSCI","count":16},{"subject":"MM&I","count":22},{"subject":"MOLBIOL","count":6},{"subject":"MS&E","count":59},{"subject":"MUSIC","count":165},{"subject":"MUSPERF","count":126},{"subject":"NAVSCI","count":20},{"subject":"NE","count":44},{"subject":"NEURODPT","count":11},{"subject":"NEUROL","count":7},{"subject":"NEURSURG","count":4},{"subject":"NTP","count":11},{"subject":"NURSING","count":111},{"subject":"NUTRSCI","count":65},{"subject":"OBS&GYN","count":18},{"subject":"OCCTHER","count":39},{"subject":"ONCOLOGY","count":14},{"subject":"OPHTHALM","count":5},{"subject":"OTM","count":43},{"subject":"PATH","count":34},{"subject":"PATH-BIO","count":29},{"subject":"PEDIAT","count":26},{"subject":"PHARMACY","count":31},{"subject":"PHILOS","count":77},{"subject":"PHMCOL-M","count":11},{"subject":"PHMPRAC","count":45},{"subject":"PHMSCI","count":60},{"subject":"PHYASST","count":37},{"subject":"PHYSICS","count":88},{"subject":"PHYSIOL","count":3},{"subject":"PHYTHER","count":37},{"subject":"PLANTSCI","count":52},{"subject":"PLPATH","count":35},{"subject":"POLISCI","count":192},{"subject":"POPHLTH","count":58},{"subject":"PORTUG","count":33},{"subject":"PSYCH","count":101},{"subject":"PSYCHIAT","count":22},{"subject":"PUBAFFR","count":54},{"subject":"PUBLHLTH","count":23},{"subject":"RADIOL","count":11},{"subject":"REALEST","count":41},{"subject":"RELIGST","count":90},{"subject":"RHABMED","count":9},{"subject":"RMI","count":24},{"subject":"RP&SE","count":102},{"subject":"S&APHM","count":17},{"subject":"SCANDST","count":73},{"subject":"SLAVIC","count":89},{"subject":"SOC","count":149},{"subject":"SOCWORK","count":87},{"subject":"SOILSCI","count":46},{"subject":"SPANISH","count":83},{"subject":"SRMED","count":21},{"subject":"STAT","count":94},{"subject":"STDYABRD","count":52},{"subject":"STS","count":8},{"subject":"SURGERY","count":25},{"subject":"SURGSCI","count":33},{"subject":"THEATRE","count":91},{"subject":"URBRPL","count":60},{"subject":"UROLOGY","count":5},{"subject":"ZOOLOGY","count":89}],"deployed_at":null},"data":{"course":{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","record_version_id":"1392661aad81b3504b3b5e25651cd4e98213a86cc91c1ad537c62d1f779eba09","course_id":"ECE/ME 576","course_uid":"course_3163b1e692f4379758b154f9","catalog_version_id":"2385e86722e24add2fabdb15238ceeaf34a3a263128a50aa3c338acd175fd638","course_number":576,"subjects":["ECE","ME"],"title":"PRINTED AND FLEXIBLE ELECTRONICS: MANUFACTURING, DEVICES, AND APPLICATIONS","description":"Exploration of additive fabrication of thin-film electronics. Various techniques, materials, and applications of printable electronics with a key focus on mechanically flexible electronic devices. Identify the appropriate printing technology and materials to achieve desired device performance.","requirements_text":"E C E 230or376, graduate/professional standing, or member of Engineering Guest Students","credits_min":null,"credits_max":null,"credit_offering_ids":[],"llm_job_id":"enrich-8b774950c2b6adfdc46d1b82","llm_output_id":"4f9a81aa68dc8ca6bc55f265f7b0c62d477ad8f02a65cd6583663cbb30065244","llm_model":"nvidia/Qwen3.6-35B-A3B-NVFP4","llm_model_revision":"1355db6a052410cfd62085d94b58866fd0f2c3c5","llm_task_version":"14","llm_search_status":"valid","llm_summary":"Explores additive fabrication of thin-film electronics, focusing on printable techniques, materials, and applications for mechanically flexible devices.","llm_topics":["Additive fabrication of thin-film electronics","Printable electronics","Mechanically flexible electronic devices","Printing technology and materials"],"llm_skills":["Selecting printing technologies and materials for device performance.","Additive fabrication of thin-film electronics."],"llm_assumed_background":["Fundamental circuit analysis including resistive, first/second-order, and sinusoidal steady-state circuits with op-amps and transformers."],"llm_search_phrases":["printed electronics manufacturing","flexible thin-film electronics","additive fabrication electronics","printable electronics materials","mechanically flexible devices"],"llm_requirements_status":"needs_review","llm_student_summary_status":"valid","llm_experience_status":"insufficient_evidence","catalog_variants":[],"student_summary":{"context_hash":"8712dc039ff49aa71c432596899e665e35302703dd5f04cd39ff03286ac583f0","course_id":"ECE/ME 576","current_instructors":[],"difficulty_workload":[],"errors":[],"historical_context":[],"message":"No course-specific reviews available","offered":false,"profile_hash":"5cb4dabf887cdbcd8c00d5a1312e10828b95c63f30bc3ea76aea199565390d02","quick_take":[{"citations":[{"course_id":"ECE/ME 576","run_id":"20260907T155543-ce3781c4","source_record":{"entity_id":"47083bd5-f350-30b7-a242-e77d12ddb560","file":"tables/observations.parquet","kind":"grades","source":"madgrades"},"table":"grades_latest","term_id":"1254","type":"grade"}],"text":"Recent recorded grades — Spring 2025: 3.81 GPA, 95.8% A/AB (n=24 letter grades)."}],"student_experience":[],"task_hash":"74fb0997943e888960bbc9e47db8c4fd12e4292d55c20509d8d89db6a9910f68","teaching_history":[],"term_id":"1272","term_name":"2026 Fall","version":2},"requirements":{"nodes":[{"children":["n1","n2","n3"],"condition":null,"course":null,"evidence":"E C E 230or376, graduate/professional standing, or member of Engineering Guest Students","id":"n0","kind":"any"},{"children":[],"condition":null,"course":{"course_number":230,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"E C E 230","id":"n1","kind":"course"},{"children":[],"condition":null,"course":{"course_number":376,"minimum_grade":null,"subjects":["ECE"],"timing":"prior"},"evidence":"376","id":"n2","kind":"course"},{"children":[],"condition":"graduate/professional standing","course":null,"evidence":"graduate/professional standing","id":"n3","kind":"condition"}],"notes":["Reference 'E C E 230or376' is parsed as ECE 230 or ECE 376 based on linked_courses. 'graduate/professional standing' and 'member of Engineering Guest Students' are unlinked conditions requiring review for canonical identity."],"root":"n0","status":"needs_review"},"instructors":[],"offerings":[],"sections":[],"grade_instructors":[{"instructor_uid":"instructor_804d66a7db21a420d560c695","source":"madgrades","source_instructor_id":"6242107","identity_basis":"source_id","identity_status":"source_identified","name":"JOSEPH ANDREWS","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":1,"difficulty":5,"quality_count":2,"difficulty_count":2,"profile_id":"rmp:2973843","source_url":"https://www.ratemyprofessors.com/professor/2973843","match_basis":"exact_name","observed_at":"2026-09-07 16:30:26.143141+00:00","courses":{"course_ab2f16c586da4b0250af474f":{"review_count":2,"quality":1,"difficulty":5,"quality_count":2,"difficulty_count":2}},"bayesian_quality":3.417896166860541,"prior_mean":3.6596857835465957,"prior_weight":20},"grade_statistics":{"gpa":3.231,"graded":767,"counts":[269,161,151,85,76,21,4],"sections":72},"instructor_url":"/instructors/JOSEPH_ANDREWS--instructor_804d66a7db21a420d560c695"},{"instructor_uid":"instructor_a0a38ef9838a617bf3c01b5c","source":"madgrades","source_instructor_id":"6276309","identity_basis":"source_id","identity_status":"source_identified","name":"JENEEL KACHHADIYA","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":3.812,"graded":24,"counts":[16,7,1,0,0,0,0],"sections":1},"instructor_url":"/instructors/JENEEL_KACHHADIYA"}],"grades":[{"run_id":"20260907T155543-ce3781c4","semester":"1272","observed_at":"2026-09-07 15:55:43.033547+00:00","course_id":"ECE/ME 576","course_uid":"course_3163b1e692f4379758b154f9","term_id":"1254","term_name":"Spring 2025","instructors":["JENEEL KACHHADIYA","Joseph Andrews"],"a":16,"ab":7,"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":1,"other":0,"total":25,"source_aliases":["ECE/ME 576"]}],"statistics":{"gpa":3.812,"graded":24,"counts":[16,7,1,0,0,0,0]},"grade_conflicts":[],"evidence":{"history":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/history/course_3163b1e692f4379758b154f9-0.json"],"traces":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/traces/course_3163b1e692f4379758b154f9-0.json"],"results":["/data/e243353dcb7d79b7247ced91d69443ef4c2a6349/results/course_3163b1e692f4379758b154f9-0.json"]},"revision":"e243353dcb7d79b7247ced91d69443ef4c2a6349"},"context":{"all":{"term":"","gpa":3.8125,"count":24,"university":null,"departments":[{"subject":"ECE","comparison":null},{"subject":"ME","comparison":null}]},"terms":{"1254":{"term":"1254","gpa":3.8125,"count":24,"university":null,"departments":[{"subject":"ECE","comparison":null},{"subject":"ME","comparison":null}]}},"benchmarks":{"all":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"ECE":{"size":40,"gpa":3.5198762319632855,"topShare":74.0918065550377,"count":87.5},"ME":{"size":28,"gpa":3.6206917860927894,"topShare":78.31689014028125,"count":121.5}},"terms":{"1254":{"school":{"size":1289,"gpa":3.6126423469389106,"topShare":79.48050408754871,"count":66},"ECE":{"size":40,"gpa":3.5198762319632855,"topShare":74.0918065550377,"count":87.5},"ME":{"size":28,"gpa":3.6206917860927894,"topShare":78.31689014028125,"count":121.5}}}}},"instructorTrends":[{"uid":"instructor_804d66a7db21a420d560c695","name":"JOSEPH ANDREWS","count":24,"terms":[{"term":"1254","count":24,"sections":1,"gpa":3.8125}]},{"uid":"instructor_a0a38ef9838a617bf3c01b5c","name":"JENEEL KACHHADIYA","count":24,"terms":[{"term":"1254","count":24,"sections":1,"gpa":3.8125}]}],"following":[],"projection":null}}