{"id":"https://openalex.org/W3011858437","doi":"https://doi.org/10.1186/s40537-020-00361-2","title":"Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure","display_name":"Convergence of artificial intelligence and high performance computing on NSF-supported cyberinfrastructure","publication_year":2020,"publication_date":"2020-10-16","ids":{"openalex":"https://openalex.org/W3011858437","doi":"https://doi.org/10.1186/s40537-020-00361-2","mag":"3011858437"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-020-00361-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00361-2","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00361-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00361-2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059877418","display_name":"E. A. Huerta","orcid":"https://orcid.org/0000-0002-9682-3604"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"E. A. Huerta","raw_affiliation_strings":["Department of Astronomy, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","Department of Physics, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":"https://orcid.org/0000-0002-9682-3604","affiliations":[{"raw_affiliation_string":"Department of Astronomy, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Physics, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012106402","display_name":"Asad Khan","orcid":"https://orcid.org/0000-0003-2055-795X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Asad Khan","raw_affiliation_strings":["Department of Physics, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077626098","display_name":"Edward Davis","orcid":"https://orcid.org/0000-0002-0918-5852"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Edward Davis","raw_affiliation_strings":["University of Queensland, St Lucia, QLD, 4072, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Queensland, St Lucia, QLD, 4072, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086014000","display_name":"Colleen Bushell","orcid":"https://orcid.org/0000-0002-5268-1915"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen Bushell","raw_affiliation_strings":["National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017241944","display_name":"William Gropp","orcid":"https://orcid.org/0000-0003-2905-3029"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William D. Gropp","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061630529","display_name":"Daniel S. Katz","orcid":"https://orcid.org/0000-0001-5934-7525"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel S. Katz","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","School of Information Sciences, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]},{"raw_affiliation_string":"School of Information Sciences, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060025664","display_name":"Volodymyr Kindratenko","orcid":"https://orcid.org/0000-0002-9336-4756"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Volodymyr Kindratenko","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032466147","display_name":"Seid Kori\u0107","orcid":"https://orcid.org/0000-0002-7330-6401"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Seid Koric","raw_affiliation_strings":["Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Science and Engineering, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110595734","display_name":"William Kramer","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William T. C. Kramer","raw_affiliation_strings":["Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031668878","display_name":"Brendan McGinty","orcid":null},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brendan McGinty","raw_affiliation_strings":["NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059328010","display_name":"Kenton McHenry","orcid":"https://orcid.org/0000-0003-0367-2550"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kenton McHenry","raw_affiliation_strings":["National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012102910","display_name":"Aaron Saxton","orcid":"https://orcid.org/0000-0001-5157-693X"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]},{"id":"https://openalex.org/I4210135837","display_name":"National Center for Supercomputing Applications","ror":"https://ror.org/03r10zj06","country_code":"US","type":"facility","lineage":["https://openalex.org/I157725225","https://openalex.org/I4210135837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Saxton","raw_affiliation_strings":["NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NCSA Center for Artificial Intelligence Innovation, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I157725225"]},{"raw_affiliation_string":"National Center for Supercomputing Applications, University of Illinois at Urbana-Champaign, Urbana, 61801, Illinois, USA","institution_ids":["https://openalex.org/I4210135837","https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5059877418"],"corresponding_institution_ids":["https://openalex.org/I157725225","https://openalex.org/I4210135837"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":13.6418,"has_fulltext":true,"cited_by_count":61,"citation_normalized_percentile":{"value":0.98404902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"7","issue":"1","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":0.9923999905586243,"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":0.9923999905586243,"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/T10101","display_name":"Cloud Computing and Resource Management","score":0.9635999798774719,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T14347","display_name":"Big Data and Digital Economy","score":0.9532999992370605,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/cyberinfrastructure","display_name":"Cyberinfrastructure","score":0.9334942102432251},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7507407665252686},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.6530123949050903},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.640011191368103},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.597835123538971},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.46244555711746216},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.4191366136074066},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.39057594537734985},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37714070081710815},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33618226647377014},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.1755152940750122}],"concepts":[{"id":"https://openalex.org/C2776397876","wikidata":"https://www.wikidata.org/wiki/Q1450531","display_name":"Cyberinfrastructure","level":2,"score":0.9334942102432251},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7507407665252686},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.6530123949050903},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.640011191368103},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.597835123538971},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.46244555711746216},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.4191366136074066},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.39057594537734985},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37714070081710815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33618226647377014},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.1755152940750122},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1186/s40537-020-00361-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00361-2","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00361-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2003.08394","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2003.08394","pdf_url":"https://arxiv.org/pdf/2003.08394","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:doaj.org/article:ce14df14f3674f3ab7624800d2b38b67","is_oa":true,"landing_page_url":"https://doaj.org/article/ce14df14f3674f3ab7624800d2b38b67","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 7, Iss 1, Pp 1-12 (2020)","raw_type":"article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:51096b6","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1186/s40537-020-00361-2","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-020-00361-2","pdf_url":"https://journalofbigdata.springeropen.com/track/pdf/10.1186/s40537-020-00361-2","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6499999761581421,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1489425746","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G1645119126","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G3628008590","display_name":"Collaborative Research: Advancing Science with Accelerated Machine Learning","funder_award_id":"1934757","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4478527377","display_name":null,"funder_award_id":"PHY160053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4797234335","display_name":null,"funder_award_id":"OAC-1725729","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5562002805","display_name":null,"funder_award_id":"OAC-1931561","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G5591430395","display_name":null,"funder_award_id":"TG-PHY160053","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6495930337","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7186599013","display_name":null,"funder_award_id":"under Contract DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7264721540","display_name":null,"funder_award_id":"OAC-1934757","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G7388224766","display_name":null,"funder_award_id":"1725729","funder_id":"https://openalex.org/F4320332222","funder_display_name":"University of Illinois at Urbana-Champaign"},{"id":"https://openalex.org/G7995982022","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G8269158468","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320332359","funder_display_name":"Office of Science"},{"id":"https://openalex.org/G8906985441","display_name":null,"funder_award_id":"00OR22725","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320332222","display_name":"University of Illinois at Urbana-Champaign","ror":"https://ror.org/047426m28"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320338284","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3011858437.pdf","grobid_xml":"https://content.openalex.org/works/W3011858437.grobid-xml"},"referenced_works_count":50,"referenced_works":["https://openalex.org/W114517082","https://openalex.org/W1522301498","https://openalex.org/W2076063813","https://openalex.org/W2108598243","https://openalex.org/W2112796928","https://openalex.org/W2117539524","https://openalex.org/W2147800946","https://openalex.org/W2157917411","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2206826311","https://openalex.org/W2508596128","https://openalex.org/W2531147647","https://openalex.org/W2557283755","https://openalex.org/W2766151966","https://openalex.org/W2766647846","https://openalex.org/W2787998955","https://openalex.org/W2805003733","https://openalex.org/W2810437889","https://openalex.org/W2878884661","https://openalex.org/W2884606811","https://openalex.org/W2884711234","https://openalex.org/W2885772586","https://openalex.org/W2899283552","https://openalex.org/W2913525628","https://openalex.org/W2919115771","https://openalex.org/W2922188218","https://openalex.org/W2940974134","https://openalex.org/W2944869218","https://openalex.org/W2951545958","https://openalex.org/W2962747323","https://openalex.org/W2963813662","https://openalex.org/W2964306294","https://openalex.org/W2970235642","https://openalex.org/W2970971581","https://openalex.org/W2971890617","https://openalex.org/W2972367640","https://openalex.org/W2977600537","https://openalex.org/W2998529374","https://openalex.org/W3000530560","https://openalex.org/W3002405437","https://openalex.org/W3004368638","https://openalex.org/W3005311399","https://openalex.org/W3017515023","https://openalex.org/W3025017190","https://openalex.org/W3045184637","https://openalex.org/W3098936314","https://openalex.org/W3099381338","https://openalex.org/W3099406979","https://openalex.org/W4242432678"],"related_works":["https://openalex.org/W273500195","https://openalex.org/W2043019925","https://openalex.org/W4236056781","https://openalex.org/W4293768956","https://openalex.org/W2773781927","https://openalex.org/W2184477657","https://openalex.org/W90628286","https://openalex.org/W1582436825","https://openalex.org/W1996803181","https://openalex.org/W2979588510"],"abstract_inverted_index":{"Abstract":[0],"Significant":[1],"investments":[2,12],"to":[3,15,21,70,138,142,154,182,191],"upgrade":[4],"and":[5,18,24,47,56,79,92,113,133,141,151,171,184,193,200],"construct":[6],"large-scale":[7],"scientific":[8,23,105],"facilities":[9,106],"demand":[10],"commensurate":[11],"in":[13,27,45,168,177,198],"R&D":[14],"design":[16,192],"algorithms":[17,197],"computing":[19,74,118,136],"approaches":[20],"enable":[22,143,155],"engineering":[25],"breakthroughs":[26],"the":[28,117,129,186],"big":[29,42],"data":[30,43,109],"era.":[31],"Innovative":[32],"Artificial":[33],"Intelligence":[34],"(AI)":[35],"applications":[36],"have":[37],"powered":[38],"transformational":[39],"solutions":[40,88],"for":[41,89,98],"challenges":[44,101],"industry":[46],"technology":[48],"that":[49,86,107,115,175],"now":[50],"drive":[51],"a":[52,73,111,144,163],"multi-billion":[53],"dollar":[54],"industry,":[55],"which":[57],"play":[58],"an":[59],"ever":[60],"increasing":[61],"role":[62],"shaping":[63],"human":[64],"social":[65],"patterns.":[66],"As":[67],"AI":[68,132,149,196],"continues":[69],"evolve":[71],"into":[72],"paradigm":[75],"endowed":[76],"with":[77],"statistical":[78],"mathematical":[80],"rigor,":[81],"it":[82],"has":[83,126],"become":[84],"apparent":[85],"single-GPU":[87],"training,":[90],"validation,":[91],"testing":[93],"are":[94,180],"no":[95],"longer":[96],"sufficient":[97],"computational":[99],"grand":[100],"brought":[102],"about":[103],"by":[104],"produce":[108],"at":[110],"rate":[112],"volume":[114],"outstrip":[116],"capabilities":[119],"of":[120,131,147,165,188],"available":[121],"cyberinfrastructure":[122],"platforms.":[123],"This":[124],"realization":[125],"been":[127],"driving":[128],"confluence":[130],"high":[134],"performance":[135],"(HPC)":[137],"reduce":[139],"time-to-insight,":[140],"systematic":[145],"study":[146],"domain-inspired":[148],"architectures":[150],"optimization":[152],"schemes":[153],"data-driven":[156],"discovery.":[157],"In":[158],"this":[159,169,178],"article":[160,179],"we":[161],"present":[162],"summary":[164],"recent":[166],"developments":[167],"field,":[170],"describe":[172],"specific":[173],"advances":[174],"authors":[176],"spearheading":[181],"accelerate":[183],"streamline":[185],"use":[187],"HPC":[189],"platforms":[190],"apply":[194],"accelerated":[195],"academia":[199],"industry.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2026-05-03T08:25:01.440150","created_date":"2025-10-10T00:00:00"}