{"id":"https://openalex.org/W4409019653","doi":"https://doi.org/10.1109/bigcomp64353.2025.00076","title":"Enhancement Strategies for the AI Platform for Accelerated Materials Development and Innovation","display_name":"Enhancement Strategies for the AI Platform for Accelerated Materials Development and Innovation","publication_year":2025,"publication_date":"2025-02-09","ids":{"openalex":"https://openalex.org/W4409019653","doi":"https://doi.org/10.1109/bigcomp64353.2025.00076"},"language":"en","primary_location":{"id":"doi:10.1109/bigcomp64353.2025.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp64353.2025.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data and Smart Computing (BigComp)","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/A5103096520","display_name":"Suyoung Chi","orcid":"https://orcid.org/0000-0003-2468-1990"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Su-Young Chi","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101863200","display_name":"Hyun Jong Kim","orcid":"https://orcid.org/0000-0002-1954-1857"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyun Jong Kim","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116860850","display_name":"Choi Kang Il","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Choi Kang Il","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056099986","display_name":"Yo Han Choi","orcid":"https://orcid.org/0000-0003-4710-4731"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562","https://openalex.org/I2801339556","https://openalex.org/I4210144908","https://openalex.org/I4387152098"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yo Han Choi","raw_affiliation_strings":["Electronics and Telecommunications Research Institute,Daejeon,South Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute,Daejeon,South Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103096520"],"corresponding_institution_ids":["https://openalex.org/I142401562"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05184244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"379","last_page":"381"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials 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":0.48284798860549927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48284798860549927}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigcomp64353.2025.00076","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigcomp64353.2025.00076","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Big Data and Smart Computing (BigComp)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322064","display_name":"Korea Institute for Advancement of Technology","ror":"https://ror.org/015w1qa96"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1992985800","https://openalex.org/W2134329894","https://openalex.org/W3006355975","https://openalex.org/W4200395540","https://openalex.org/W4389132751"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"AI":[0,26,49],"Platform":[1,50],"aims":[2],"to":[3,37],"accelerate":[4],"materials":[5,20,67],"development":[6,60],"by":[7],"integrating":[8],"AI-driven":[9],"modeling":[10],"and":[11,32,42,62],"data":[12,21,44],"management":[13],"solutions.":[14],"Key":[15],"enhancement":[16],"strategies":[17],"include":[18],"expanding":[19],"through":[22],"standardized":[23],"repositories,":[24],"optimizing":[25],"models":[27],"for":[28],"customized":[29],"material":[30],"analysis,":[31],"implementing":[33],"a":[34,52],"cloud-based":[35],"infrastructure":[36],"support":[38],"scalable":[39],"user":[40],"access":[41],"secure":[43],"handling.":[45],"These":[46],"advancements":[47],"position":[48],"as":[51],"comprehensive":[53],"platform":[54],"that":[55],"streamlines":[56],"experimental":[57],"processes,":[58],"reduces":[59],"time,":[61],"fosters":[63],"digital":[64],"innovation":[65],"in":[66],"science.":[68]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
