{"id":"https://openalex.org/W4390621586","doi":"https://doi.org/10.1109/fie58773.2023.10343498","title":"Development of a Training Framework for Novel Accelerators","display_name":"Development of a Training Framework for Novel Accelerators","publication_year":2023,"publication_date":"2023-10-18","ids":{"openalex":"https://openalex.org/W4390621586","doi":"https://doi.org/10.1109/fie58773.2023.10343498"},"language":"en","primary_location":{"id":"doi:10.1109/fie58773.2023.10343498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie58773.2023.10343498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090685598","display_name":"Zhenhua He","orcid":"https://orcid.org/0000-0003-1706-3561"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenhua He","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026746635","display_name":"Sandra Nite","orcid":"https://orcid.org/0000-0002-0181-1150"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sandra Nite","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019319520","display_name":"J. Winchell","orcid":"https://orcid.org/0000-0001-5122-3034"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Joshua Winchell","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013964237","display_name":"Abhinand Nasari","orcid":"https://orcid.org/0009-0004-3309-5509"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhinand Nasari","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079693009","display_name":"Hieu Trung Le","orcid":"https://orcid.org/0000-0003-2510-073X"},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hieu Le","raw_affiliation_strings":["Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Department of Electrical and Computer Engineering,College Station,TX,USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091677128","display_name":"Jiao Tao","orcid":null},"institutions":[{"id":"https://openalex.org/I91045830","display_name":"Texas A&M University","ror":"https://ror.org/01f5ytq51","country_code":"US","type":"education","lineage":["https://openalex.org/I91045830"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiao Tao","raw_affiliation_strings":["Texas A&#x0026;M University,Department of Visualization,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,Department of Visualization,College Station,TX,USA","institution_ids":["https://openalex.org/I91045830"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063166697","display_name":"Dhruva K. Chakravorty","orcid":"https://orcid.org/0000-0001-7739-3701"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dhruva Chakravorty","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070232707","display_name":"Lisa M. P\u00e9rez","orcid":"https://orcid.org/0000-0003-1176-1027"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lisa Perez","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043257503","display_name":"Honggao Liu","orcid":"https://orcid.org/0009-0002-2942-9014"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Honggao Liu","raw_affiliation_strings":["Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas A&#x0026;M University,High Performance Research Computing,College Station,TX,USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0714,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91773662,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10715","display_name":"Distributed and Parallel Computing Systems","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11181","display_name":"Advanced Data Storage Technologies","score":0.9599999785423279,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8076057434082031},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.5656715631484985},{"id":"https://openalex.org/keywords/situated","display_name":"Situated","score":0.5421176552772522},{"id":"https://openalex.org/keywords/graphics","display_name":"Graphics","score":0.45255860686302185},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4243791401386261},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.3437092900276184},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1055564284324646}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8076057434082031},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.5656715631484985},{"id":"https://openalex.org/C132829578","wikidata":"https://www.wikidata.org/wiki/Q581151","display_name":"Situated","level":2,"score":0.5421176552772522},{"id":"https://openalex.org/C21442007","wikidata":"https://www.wikidata.org/wiki/Q1027879","display_name":"Graphics","level":2,"score":0.45255860686302185},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4243791401386261},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.3437092900276184},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1055564284324646},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fie58773.2023.10343498","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie58773.2023.10343498","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3494106745","display_name":null,"funder_award_id":"2112356","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337519","display_name":"College of Agricultural, Consumer and Environmental Sciences, University of Illinois at Urbana-Champaign","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2905438730","https://openalex.org/W3084262107","https://openalex.org/W3118963690","https://openalex.org/W4224283126","https://openalex.org/W4252066931","https://openalex.org/W4284975144","https://openalex.org/W4322095705","https://openalex.org/W4327905838","https://openalex.org/W4388741168"],"related_works":["https://openalex.org/W1600697036","https://openalex.org/W2155106162","https://openalex.org/W1601337804","https://openalex.org/W2035858348","https://openalex.org/W2010047220","https://openalex.org/W2165440188","https://openalex.org/W2552595315","https://openalex.org/W4231598561","https://openalex.org/W2955550861","https://openalex.org/W2497634305"],"abstract_inverted_index":{"In":[0,92,236],"recent":[1],"years,":[2],"accelerators":[3,105,163,342],"such":[4],"as":[5,167,199,223],"Graphics":[6],"Processing":[7,17],"Units":[8,18],"(GPUs),":[9],"Field":[10],"Programmable":[11],"Gate":[12],"Arrays":[13],"(FPGAs),":[14],"and":[15,31,70,89,106,132,173,213,233,266,274,302,317,327],"Intelligence":[16],"(IPUs)":[19],"have":[20,148],"played":[21],"a":[22,54,180,218,325],"dominant":[23],"role":[24],"in":[25,29,37,247,343],"speeding":[26],"up":[27],"workflows":[28],"science":[30],"engineering.":[32],"They":[33],"provide":[34],"significant":[35],"increases":[36],"computing":[38,77,85,101,141,162,170],"power,":[39],"but":[40],"scientists":[41],"need":[42,305],"to":[43,46,75,98,110,121,125,158,204,215,217,251,270,306,313,334],"learn":[44],"how":[45,124],"effectively":[47],"use":[48,126,293,307],"these":[49,152],"accelerators.":[50],"To":[51],"assist":[52],"researchers,":[53],"training":[55,117,245,322],"framework,":[56],"called":[57],"\u201cTechnology":[58],"Laboratories\u201d,":[59],"was":[60,119],"developed.":[61],"The":[62,112],"Technology":[63],"Laboratories":[64],"approach":[65],"builds":[66],"on":[67,139,150,277],"situated":[68,177],"learning":[69,134,178,214],"constructivism":[71],"by":[72,79,103],"introducing":[73],"researchers":[74,95,123,200,253,298,331],"new":[76,161,219],"concepts":[78],"scaffolding":[80],"with":[81,284,294,299],"existing":[82],"knowledge":[83,208,303],"of":[84,115,129,176,182,196,221,230,243,337,340],"resources":[86],"like":[87,146],"GPUs":[88],"Jupyter":[90],"Notebooks.":[91],"this":[93,187,237],"approach,":[94],"are":[96,201,290,311],"introduced":[97],"the":[99,116,168,197,227,241,263,287,300,338],"newer":[100],"methods":[102,128,250],"employing":[104,151],"interactive":[107],"technologies":[108,145],"familiar":[109,140,169],"them.":[111],"first":[113],"iteration":[114],"framework":[118,246,323],"used":[120],"teach":[122,160,252],"different":[127],"artificial":[130],"intelligence":[131],"machine":[133],"(AI/ML)":[135],"through":[136,179,226],"exercises":[137,273],"built":[138],"environments.":[142],"New":[143],"accelerator":[144],"IPUs":[147,308],"focused":[149],"AI/ML":[153,165,249],"techniques,":[154],"presenting":[155],"an":[156],"opportunity":[157],"now":[159],"using":[164,248],"models":[166],"method.":[171],"Lave":[172],"Wenger's":[174],"model":[175,198],"community":[181],"practice":[183],"is":[184,194],"appropriate":[185],"for":[186,292,330],"learning.":[188],"Additionally,":[189],"Jerome":[190],"Bruner's":[191],"constructivist":[192],"theory":[193],"part":[195],"also":[202,280],"required":[203],"construct":[205],"their":[206,211,231,344],"own":[207],"about":[209,254,286],"transforming":[210],"code":[212,232,276],"adapt":[216],"type":[220],"hardware":[222],"they":[224,267,304],"work":[225],"individual":[228],"characteristics":[229],"research":[234,316],"area.":[235],"paper,":[238],"we":[239,310],"demonstrate":[240],"success":[242],"our":[244,321],"IPUs.":[255,278,295],"We":[256,279],"attracted":[257],"interested":[258],"participants":[259,285],"from":[260],"all":[261],"over":[262],"United":[264],"States,":[265],"were":[268],"able":[269],"complete":[271],"hands-on":[272],"run":[275],"had":[281],"in-depth":[282],"discussions":[283],"applications":[288],"that":[289],"suitable":[291],"By":[296],"providing":[297],"skills":[301],"effectively,":[309],"helping":[312],"advance":[314],"scientific":[315],"engineering":[318],"workflows.":[319],"Overall,":[320],"provides":[324],"comprehensive":[326],"effective":[328],"solution":[329],"who":[332],"want":[333],"take":[335],"advantage":[336],"power":[339],"novel":[341],"work.":[345]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
