{"id":"https://openalex.org/W4387252344","doi":"https://doi.org/10.3390/s23198226","title":"Artificial-Neural-Network-Driven Innovations in Time-Varying Process Diagnosis of Low-K Oxide Deposition","display_name":"Artificial-Neural-Network-Driven Innovations in Time-Varying Process Diagnosis of Low-K Oxide Deposition","publication_year":2023,"publication_date":"2023-10-02","ids":{"openalex":"https://openalex.org/W4387252344","doi":"https://doi.org/10.3390/s23198226","pmid":"https://pubmed.ncbi.nlm.nih.gov/37837056"},"language":"en","primary_location":{"id":"doi:10.3390/s23198226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198226","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8226/pdf?version=1696255718","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/19/8226/pdf?version=1696255718","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103044075","display_name":"Seunghwan Lee","orcid":"https://orcid.org/0009-0005-0674-3133"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seunghwan Lee","raw_affiliation_strings":["School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0005-0674-3133","affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085795753","display_name":"Yong-Gyun Park","orcid":"https://orcid.org/0000-0002-0041-0080"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yonggyun Park","raw_affiliation_strings":["School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102927382","display_name":"Pengzhan Liu","orcid":"https://orcid.org/0009-0003-0717-8098"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Pengzhan Liu","raw_affiliation_strings":["School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027630307","display_name":"Muyoung Kim","orcid":"https://orcid.org/0000-0002-1102-8194"},"institutions":[{"id":"https://openalex.org/I4210111434","display_name":"Korea Institute of Machinery & Materials","ror":"https://ror.org/01qcq9d74","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210111434","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Muyoung Kim","raw_affiliation_strings":["Department of Plasma Engineering, Korea Institute of Machinery and Materials (KIMM), Daejeon 34103, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-1102-8194","affiliations":[{"raw_affiliation_string":"Department of Plasma Engineering, Korea Institute of Machinery and Materials (KIMM), Daejeon 34103, Republic of Korea","institution_ids":["https://openalex.org/I4210111434"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025326808","display_name":"Hyeong\u2010U Kim","orcid":"https://orcid.org/0000-0002-0018-9603"},"institutions":[{"id":"https://openalex.org/I4210111434","display_name":"Korea Institute of Machinery & Materials","ror":"https://ror.org/01qcq9d74","country_code":"KR","type":"facility","lineage":["https://openalex.org/I2801339556","https://openalex.org/I2801339556","https://openalex.org/I4210111434","https://openalex.org/I4210144908","https://openalex.org/I4387152098","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Hyeong-U Kim","raw_affiliation_strings":["Department of Plasma Engineering, Korea Institute of Machinery and Materials (KIMM), Daejeon 34103, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-0018-9603","affiliations":[{"raw_affiliation_string":"Department of Plasma Engineering, Korea Institute of Machinery and Materials (KIMM), Daejeon 34103, Republic of Korea","institution_ids":["https://openalex.org/I4210111434"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100643800","display_name":"Taesung Kim","orcid":"https://orcid.org/0000-0001-6280-7668"},"institutions":[{"id":"https://openalex.org/I848706","display_name":"Sungkyunkwan University","ror":"https://ror.org/04q78tk20","country_code":"KR","type":"education","lineage":["https://openalex.org/I848706"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Taesung Kim","raw_affiliation_strings":["SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University, Suwon 16419, Republic of Korea","School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SKKU Advanced Institute of Nanotechnology (SAINT), Sungkyunkwan University, Suwon 16419, Republic of Korea","institution_ids":["https://openalex.org/I848706"]},{"raw_affiliation_string":"School of Mechanical Engineering, Sungkyunkwan University, Suwon 16419, Republic of Korea","institution_ids":["https://openalex.org/I848706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5025326808","https://openalex.org/A5100643800"],"corresponding_institution_ids":["https://openalex.org/I4210111434","https://openalex.org/I848706"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.364,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.59547682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"23","issue":"19","first_page":"8226","last_page":"8226"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10472","display_name":"Semiconductor materials and devices","score":0.9927999973297119,"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"}},"topics":[{"id":"https://openalex.org/T10472","display_name":"Semiconductor materials and devices","score":0.9927999973297119,"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/T10623","display_name":"Thin-Film Transistor Technologies","score":0.9872000217437744,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.986299991607666,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/harmonics","display_name":"Harmonics","score":0.728459358215332},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6970857977867126},{"id":"https://openalex.org/keywords/semiconductor-device-fabrication","display_name":"Semiconductor device fabrication","score":0.5928666591644287},{"id":"https://openalex.org/keywords/semiconductor","display_name":"Semiconductor","score":0.49881601333618164},{"id":"https://openalex.org/keywords/chemical-vapor-deposition","display_name":"Chemical vapor deposition","score":0.49787354469299316},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.4593634009361267},{"id":"https://openalex.org/keywords/plasma","display_name":"Plasma","score":0.4209652245044708},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41501739621162415},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3874112367630005},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35175999999046326},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.34122204780578613},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.32995104789733887},{"id":"https://openalex.org/keywords/process-engineering","display_name":"Process engineering","score":0.32541170716285706},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.31469500064849854},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.19696825742721558},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11696183681488037},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09956610202789307}],"concepts":[{"id":"https://openalex.org/C188414643","wikidata":"https://www.wikidata.org/wiki/Q3001183","display_name":"Harmonics","level":3,"score":0.728459358215332},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6970857977867126},{"id":"https://openalex.org/C66018809","wikidata":"https://www.wikidata.org/wiki/Q1570432","display_name":"Semiconductor device fabrication","level":3,"score":0.5928666591644287},{"id":"https://openalex.org/C108225325","wikidata":"https://www.wikidata.org/wiki/Q11456","display_name":"Semiconductor","level":2,"score":0.49881601333618164},{"id":"https://openalex.org/C57410435","wikidata":"https://www.wikidata.org/wiki/Q505668","display_name":"Chemical vapor deposition","level":2,"score":0.49787354469299316},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.4593634009361267},{"id":"https://openalex.org/C82706917","wikidata":"https://www.wikidata.org/wiki/Q10251","display_name":"Plasma","level":2,"score":0.4209652245044708},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41501739621162415},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3874112367630005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35175999999046326},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.34122204780578613},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.32995104789733887},{"id":"https://openalex.org/C21880701","wikidata":"https://www.wikidata.org/wiki/Q2144042","display_name":"Process engineering","level":1,"score":0.32541170716285706},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.31469500064849854},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.19696825742721558},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11696183681488037},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09956610202789307},{"id":"https://openalex.org/C160671074","wikidata":"https://www.wikidata.org/wiki/Q267131","display_name":"Wafer","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23198226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198226","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8226/pdf?version=1696255718","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:37837056","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37837056","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10575315","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10575315","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10575315/pdf/sensors-23-08226.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:b5591127c6f2485cbaf05d77c3737d93","is_oa":true,"landing_page_url":"https://doaj.org/article/b5591127c6f2485cbaf05d77c3737d93","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 19, p 8226 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/19/8226/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23198226","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23198226","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23198226","pdf_url":"https://www.mdpi.com/1424-8220/23/19/8226/pdf?version=1696255718","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G2481760848","display_name":null,"funder_award_id":"2022R1A3B1078163","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G2783294565","display_name":null,"funder_award_id":"NK242F","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G2960162366","display_name":null,"funder_award_id":"2022R1A4A1031182","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3177286385","display_name":null,"funder_award_id":"2022R1A3B1078163","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3609511865","display_name":null,"funder_award_id":"20024772","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G3794046718","display_name":null,"funder_award_id":"2022R1A3B1078163","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4418640491","display_name":null,"funder_award_id":"CCL222231-100","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G4450279922","display_name":null,"funder_award_id":"1415187508","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G4568974298","display_name":null,"funder_award_id":"20024772","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G4631527633","display_name":null,"funder_award_id":"2022R1A4A1031182","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5180795655","display_name":null,"funder_award_id":"NK242F","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5184275419","display_name":null,"funder_award_id":"1415187508","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"},{"id":"https://openalex.org/G5780548647","display_name":null,"funder_award_id":"2022R1A4A1031182","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5908762857","display_name":null,"funder_award_id":"2022R1A4A1031182","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G6175766876","display_name":null,"funder_award_id":"2022R1A4A1031182","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G6289200000","display_name":null,"funder_award_id":"CCL222231-100","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G708394738","display_name":null,"funder_award_id":"NK242F","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G81241425","display_name":null,"funder_award_id":"1415187508","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8135729346","display_name":null,"funder_award_id":"CCL222231-100","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"},{"id":"https://openalex.org/G8466922952","display_name":null,"funder_award_id":"20024772","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8544781170","display_name":null,"funder_award_id":"2022R1A3B1078163","funder_id":"https://openalex.org/F4320322098","funder_display_name":"Korea Institute of Machinery and Materials"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"},{"id":"https://openalex.org/F4320322098","display_name":"Korea Institute of Machinery and Materials","ror":"https://ror.org/01qcq9d74"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4387252344.pdf"},"referenced_works_count":39,"referenced_works":["https://openalex.org/W1498436455","https://openalex.org/W1622676895","https://openalex.org/W1680392829","https://openalex.org/W1978578341","https://openalex.org/W1985403404","https://openalex.org/W2024542868","https://openalex.org/W2027273670","https://openalex.org/W2028070629","https://openalex.org/W2038434768","https://openalex.org/W2045952765","https://openalex.org/W2076930403","https://openalex.org/W2086895235","https://openalex.org/W2091471991","https://openalex.org/W2103496339","https://openalex.org/W2105729100","https://openalex.org/W2131990540","https://openalex.org/W2136206408","https://openalex.org/W2141260155","https://openalex.org/W2146884475","https://openalex.org/W2147998738","https://openalex.org/W2152020910","https://openalex.org/W2158143121","https://openalex.org/W2171672968","https://openalex.org/W2523601871","https://openalex.org/W2552737632","https://openalex.org/W2594332903","https://openalex.org/W2752618139","https://openalex.org/W2805065452","https://openalex.org/W2934533499","https://openalex.org/W2944548960","https://openalex.org/W2946530240","https://openalex.org/W2997604048","https://openalex.org/W2998678080","https://openalex.org/W3016954138","https://openalex.org/W3023692829","https://openalex.org/W3084798277","https://openalex.org/W3170481153","https://openalex.org/W4214883300","https://openalex.org/W6630956611"],"related_works":["https://openalex.org/W2039242888","https://openalex.org/W2370517014","https://openalex.org/W2515867587","https://openalex.org/W1838021708","https://openalex.org/W2535445299","https://openalex.org/W2020985248","https://openalex.org/W75722962","https://openalex.org/W4214595193","https://openalex.org/W2362354458","https://openalex.org/W2347998791"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,9,23,28,60,66,91,95,99,120,140,150,154,158,161,173],"challenges":[3],"in":[4,65,94,127,178],"real-time":[5],"process":[6,124],"diagnosis":[7],"within":[8],"semiconductor":[10,134,151],"manufacturing":[11,135],"industry,":[12],"this":[13],"paper":[14],"presents":[15],"a":[16,35,44,79,105],"novel":[17],"machine":[18],"learning":[19],"approach":[20,118],"for":[21],"analyzing":[22],"time-varying":[24],"10th":[25,52],"harmonics":[26,92],"during":[27,98],"deposition":[29,49,100],"of":[30,70,109,115,123,133,175],"low-k":[31],"oxide":[32],"(SiOF)":[33],"on":[34],"600":[36],"\u00c5":[37],"undoped":[38],"silicate":[39],"glass":[40],"thin":[41],"liner":[42],"using":[43,86],"high-density":[45],"plasma":[46,67,96],"chemical":[47],"vapor":[48],"system.":[50],"The":[51,102],"harmonics,":[53],"which":[54],"are":[55,63,170],"high-frequency":[56],"components":[57],"10":[58],"times":[59],"fundamental":[61],"frequency,":[62],"generated":[64,93],"sheath":[68,97],"because":[69],"their":[71],"nonlinear":[72],"nature.":[73],"An":[74],"artificial":[75],"neural":[76],"network":[77],"with":[78,172],"three-hidden-layer":[80],"architecture":[81],"was":[82],"applied":[83],"and":[84,111,131,146,166],"optimized":[85],"k-fold":[87],"cross-validation":[88],"to":[89,142],"analyze":[90],"process.":[101],"model":[103,138,162],"exhibited":[104],"binary":[106],"cross-entropy":[107],"loss":[108],"0.1277":[110],"achieved":[112],"an":[113],"accuracy":[114],"0.9461.":[116],"This":[117,137],"enables":[119],"accurate":[121],"prediction":[122],"performance,":[125],"resulting":[126],"significant":[128],"cost":[129],"reduction":[130],"enhancement":[132],"processes.":[136],"has":[139],"potential":[141],"improve":[143],"defect":[144],"control":[145],"yield,":[147],"thereby":[148],"benefiting":[149],"industry.":[152],"Despite":[153],"limitations":[155],"imposed":[156],"by":[157],"limited":[159],"dataset,":[160],"demonstrated":[163],"promising":[164],"results,":[165],"further":[167],"performance":[168],"improvements":[169],"anticipated":[171],"inclusion":[174],"additional":[176],"data":[177],"future":[179],"studies.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}
