{"id":"https://openalex.org/W7140076251","doi":"https://doi.org/10.1016/j.eswa.2026.132183","title":"AI automation for material consistency in industrial 3D assets","display_name":"AI automation for material consistency in industrial 3D assets","publication_year":2026,"publication_date":"2026-03-24","ids":{"openalex":"https://openalex.org/W7140076251","doi":"https://doi.org/10.1016/j.eswa.2026.132183"},"language":"en","primary_location":{"id":"doi:10.1016/j.eswa.2026.132183","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132183","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-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/A5130364533","display_name":"Sanghyun Byun","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanghyun Byun","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0002-2149-5770","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130396687","display_name":"Eric Sterner","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Sterner","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0004-6706-9608","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130381381","display_name":"Joshua Milburn","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joshua Milburn","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0009-0780-7919","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036035754","display_name":"Keunhae Ushiroda","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Keunhae Ushiroda","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0008-9539-6218","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016703682","display_name":"Eric Boise","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric Boise","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0009-7764-2881","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108722668","display_name":"David R. Olsen","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David Olsen","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0004-6749-6562","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130369901","display_name":"Jacob Song","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jacob Song","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0009-0009-5314-0983","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5130399166","display_name":"Woo Seong Chung","orcid":null},"institutions":[{"id":"https://openalex.org/I2818286","display_name":"LG (United States)","ror":"https://ror.org/02b948n83","country_code":"US","type":"company","lineage":["https://openalex.org/I2818286","https://openalex.org/I4210131320"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Woo Seong Chung","raw_affiliation_strings":["Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054"],"raw_orcid":"https://orcid.org/0000-0003-0915-6602","affiliations":[{"raw_affiliation_string":"Emerging Technology Lab, LG Electronics USA, 5150 Great America Pkwy, Santa Clara, CA, 95054","institution_ids":["https://openalex.org/I2818286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5130399166"],"corresponding_institution_ids":["https://openalex.org/I2818286"],"apc_list":{"value":3220,"currency":"USD","value_usd":3220},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36200624,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"321","issue":null,"first_page":"132183","last_page":"132183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.1996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10763","display_name":"Digital Transformation in Industry","score":0.1996999979019165,"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"}},{"id":"https://openalex.org/T11741","display_name":"Flexible and Reconfigurable Manufacturing Systems","score":0.14149999618530273,"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"}},{"id":"https://openalex.org/T11814","display_name":"Advanced Manufacturing and Logistics Optimization","score":0.03139999881386757,"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/automation","display_name":"Automation","score":0.6980999708175659},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6169000267982483},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.3125999867916107},{"id":"https://openalex.org/keywords/data-consistency","display_name":"Data consistency","score":0.3025999963283539}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7113000154495239},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.6980999708175659},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6169000267982483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3813000023365021},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3125999867916107},{"id":"https://openalex.org/C93361087","wikidata":"https://www.wikidata.org/wiki/Q4426698","display_name":"Data consistency","level":2,"score":0.3025999963283539},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.2957000136375427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2930000126361847},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.2919999957084656},{"id":"https://openalex.org/C13736549","wikidata":"https://www.wikidata.org/wiki/Q4489420","display_name":"Industrial engineering","level":1,"score":0.2847999930381775}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.eswa.2026.132183","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.eswa.2026.132183","pdf_url":null,"source":{"id":"https://openalex.org/S13144211","display_name":"Expert Systems with Applications","issn_l":"0957-4174","issn":["0957-4174","1873-6793"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Expert Systems with Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1918186401","https://openalex.org/W1986517041","https://openalex.org/W4391074331","https://openalex.org/W4405779018","https://openalex.org/W4407338085"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2026-03-24T00:00:00"}