{"id":"https://openalex.org/W4391422717","doi":"https://doi.org/10.1109/ieem58616.2023.10406749","title":"A New Method for Classifying High Speed Chip Using Machine Learning","display_name":"A New Method for Classifying High Speed Chip Using Machine Learning","publication_year":2023,"publication_date":"2023-12-18","ids":{"openalex":"https://openalex.org/W4391422717","doi":"https://doi.org/10.1109/ieem58616.2023.10406749"},"language":"en","primary_location":{"id":"doi:10.1109/ieem58616.2023.10406749","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","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/A5111798885","display_name":"Jae Eun Ahn","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"J. E. Ahn","raw_affiliation_strings":["DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028161582","display_name":"Jaehyuk Choi","orcid":"https://orcid.org/0000-0002-4367-3913"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"J. H. Choi","raw_affiliation_strings":["DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777915","display_name":"Joon-Soo Park","orcid":"https://orcid.org/0000-0001-7925-9581"},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"J. S. Park","raw_affiliation_strings":["DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100360887","display_name":"Min Jung Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"M. J. Kim","raw_affiliation_strings":["DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019101137","display_name":"K. I. Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I2250650973","display_name":"Samsung (South Korea)","ror":"https://ror.org/04w3jy968","country_code":"KR","type":"company","lineage":["https://openalex.org/I2250650973"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"K. I. Kim","raw_affiliation_strings":["DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics,Hwaseong-si,Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]},{"raw_affiliation_string":"DRAM Product Engineering Team, Samsung Electronics, Hwaseong-si, Republic of Korea","institution_ids":["https://openalex.org/I2250650973"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5111798885"],"corresponding_institution_ids":["https://openalex.org/I2250650973"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21451005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3498","issue":null,"first_page":"0239","last_page":"0243"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T14117","display_name":"Integrated Circuits and Semiconductor Failure Analysis","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10363","display_name":"Low-power high-performance VLSI design","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.756991982460022},{"id":"https://openalex.org/keywords/chip","display_name":"Chip","score":0.5361063480377197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5279777646064758},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47348010540008545},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.4165641665458679},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.34528225660324097},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07502609491348267}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.756991982460022},{"id":"https://openalex.org/C165005293","wikidata":"https://www.wikidata.org/wiki/Q1074500","display_name":"Chip","level":2,"score":0.5361063480377197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5279777646064758},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47348010540008545},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.4165641665458679},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.34528225660324097},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07502609491348267}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieem58616.2023.10406749","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ieem58616.2023.10406749","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Industrial Engineering and Engineering Management (IEEM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2147325539","https://openalex.org/W2295598076","https://openalex.org/W2606754133","https://openalex.org/W2768348081","https://openalex.org/W2900768224","https://openalex.org/W2938369548","https://openalex.org/W3000237078","https://openalex.org/W4292820991","https://openalex.org/W6681912932","https://openalex.org/W6745609711"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4312192474","https://openalex.org/W4210805261"],"abstract_inverted_index":{"We":[0],"developed":[1,135],"a":[2,129,207],"model":[3,132,146,194],"that":[4,7],"predicts":[5],"chips":[6,49,61,88,104],"will":[8],"pass":[9,112,127,141],"the":[10,31,67,85,113,124,138,142,151,168,180,192,198,210],"high":[11,47,64,163],"speed":[12,19,34,48,65,86,114,164,175],"test":[13,126],"using":[14,92],"machine":[15,130],"learning.":[16],"The":[17],"fast":[18,78,107],"of":[20,87,103,153,182],"DRAM":[21],"(Dynamic":[22],"Random":[23],"Access":[24],"Memory)":[25],"is":[26,35,186,200,206],"receiving":[27],"global":[28],"attention,":[29],"and":[30,43,73,83,122,156,191],"current":[32],"maximum":[33],"Samsung's":[36],"LPDDR5X":[37],"8.5Gbps":[38],"(high":[39],"speed).":[40],"As":[41],"more":[42,44],"places":[45],"require":[46],"such":[50],"as":[51,106],"mobile":[52],"devices,":[53],"it":[54,204],"has":[55,81,89,133],"become":[56],"important":[57,170],"to":[58,63,69,101,118,136,140,178,188],"produce":[59],"many":[60],"equivalent":[62],"Therefore,":[66],"need":[68],"develop":[70],"wafer":[71,159],"control":[72,160],"chip":[74,79,139,165,174],"classification":[75],"technologies":[76],"for":[77,162],"production":[80],"emerged,":[82],"traditionally,":[84],"been":[90,134],"classified":[91,105],"tPD":[93,110],"(Propagation":[94],"Delay":[95],"time)":[96],"values.":[97],"However,":[98],"only":[99],"40":[100],"50%":[102],"based":[108],"on":[109,209],"actually":[111],"test.":[115,143],"In":[116],"order":[117],"solve":[119],"these":[120],"losses":[121],"increase":[123],"actual":[125],"rate,":[128],"learning":[131],"predict":[137],"Also,":[144],"this":[145],"showed":[147],"88%":[148],"performance,":[149],"exceeding":[150],"performance":[152],"traditional":[154],"methods,":[155],"derived":[157],"applicable":[158,187,201],"conditions":[161],"production.":[166],"Also":[167],"most":[169],"item":[171],"in":[172,197],"determining":[173],"turned":[176],"out":[177],"be":[179],"value":[181],"item.":[183],"This":[184],"methodology":[185],"all":[189],"products,":[190],"optimal":[193],"currently":[195],"built":[196],"experiment":[199],"even":[202],"if":[203],"there":[205],"revision":[208],"product.":[211]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}
