{"id":"https://openalex.org/W3013160073","doi":"https://doi.org/10.1145/3380940","title":"Accelerating Scientific Computing in the Post-Moore\u2019s Era","display_name":"Accelerating Scientific Computing in the Post-Moore\u2019s Era","publication_year":2020,"publication_date":"2020-03-29","ids":{"openalex":"https://openalex.org/W3013160073","doi":"https://doi.org/10.1145/3380940","mag":"3013160073"},"language":"en","primary_location":{"id":"doi:10.1145/3380940","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3380940","pdf_url":null,"source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.osti.gov/servlets/purl/1649624","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5027587692","display_name":"Kathleen E. Hamilton","orcid":"https://orcid.org/0000-0001-6382-5665"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Kathleen E. Hamilton","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033784578","display_name":"Catherine D. Schuman","orcid":"https://orcid.org/0000-0002-4264-8097"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Catherine D. Schuman","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029444976","display_name":"Steven R. Young","orcid":"https://orcid.org/0000-0003-0591-4330"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven R. Young","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077374963","display_name":"Ryan S. Bennink","orcid":"https://orcid.org/0000-0002-4810-9369"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan S. Bennink","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043458817","display_name":"Neena Imam","orcid":"https://orcid.org/0000-0001-8860-4738"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Neena Imam","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001784263","display_name":"Travis S. Humble","orcid":"https://orcid.org/0000-0002-9449-0498"},"institutions":[{"id":"https://openalex.org/I1289243028","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56","country_code":"US","type":"facility","lineage":["https://openalex.org/I1289243028","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I4210159294"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Travis S. Humble","raw_affiliation_strings":["Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computing and Computational Sciences Directorate, Oak Ridge National Laboratory, Oak Ridge, TN, USA","institution_ids":["https://openalex.org/I1289243028"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5027587692"],"corresponding_institution_ids":["https://openalex.org/I1289243028"],"apc_list":null,"apc_paid":null,"fwci":1.2484,"has_fulltext":true,"cited_by_count":23,"citation_normalized_percentile":{"value":0.79184319,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"1","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9984999895095825,"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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9984999895095825,"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/T12808","display_name":"Ferroelectric and Negative Capacitance Devices","score":0.9980999827384949,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.7435758709907532},{"id":"https://openalex.org/keywords/von-neumann-architecture","display_name":"Von Neumann architecture","score":0.701863169670105},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6344825029373169},{"id":"https://openalex.org/keywords/neuromorphic-engineering","display_name":"Neuromorphic engineering","score":0.6123789548873901},{"id":"https://openalex.org/keywords/unconventional-computing","display_name":"Unconventional computing","score":0.5540303587913513},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5230967998504639},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5069689750671387},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.49677592515945435},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.48102790117263794},{"id":"https://openalex.org/keywords/supercomputer","display_name":"Supercomputer","score":0.4338032007217407},{"id":"https://openalex.org/keywords/end-user-computing","display_name":"End-user computing","score":0.42198026180267334},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3778058588504791},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.3518228530883789},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3446706533432007},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.34087997674942017},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.336727112531662},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31808972358703613},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.28024476766586304},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.2652239203453064},{"id":"https://openalex.org/keywords/utility-computing","display_name":"Utility computing","score":0.2638428807258606},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.17399373650550842},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.15956830978393555},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13523709774017334}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7435758709907532},{"id":"https://openalex.org/C80469333","wikidata":"https://www.wikidata.org/wiki/Q189088","display_name":"Von Neumann architecture","level":2,"score":0.701863169670105},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6344825029373169},{"id":"https://openalex.org/C151927369","wikidata":"https://www.wikidata.org/wiki/Q1981312","display_name":"Neuromorphic engineering","level":3,"score":0.6123789548873901},{"id":"https://openalex.org/C23375383","wikidata":"https://www.wikidata.org/wiki/Q176499","display_name":"Unconventional computing","level":2,"score":0.5540303587913513},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5230967998504639},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5069689750671387},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.49677592515945435},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.48102790117263794},{"id":"https://openalex.org/C83283714","wikidata":"https://www.wikidata.org/wiki/Q121117","display_name":"Supercomputer","level":2,"score":0.4338032007217407},{"id":"https://openalex.org/C135642988","wikidata":"https://www.wikidata.org/wiki/Q521737","display_name":"End-user computing","level":5,"score":0.42198026180267334},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3778058588504791},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.3518228530883789},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3446706533432007},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.34087997674942017},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.336727112531662},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31808972358703613},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.28024476766586304},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.2652239203453064},{"id":"https://openalex.org/C85106507","wikidata":"https://www.wikidata.org/wiki/Q1188445","display_name":"Utility computing","level":4,"score":0.2638428807258606},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.17399373650550842},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.15956830978393555},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13523709774017334},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C184842701","wikidata":"https://www.wikidata.org/wiki/Q370563","display_name":"Cloud computing security","level":3,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3380940","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3380940","pdf_url":null,"source":{"id":"https://openalex.org/S2483380313","display_name":"ACM Transactions on Parallel Computing","issn_l":"2329-4949","issn":["2329-4949","2329-4957"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Parallel Computing","raw_type":"journal-article"},{"id":"pmh:oai:osti.gov:1649624","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1649624","pdf_url":"https://www.osti.gov/servlets/purl/1649624","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null}],"best_oa_location":{"id":"pmh:oai:osti.gov:1649624","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/1649624","pdf_url":"https://www.osti.gov/servlets/purl/1649624","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"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/G4260948408","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G4370606643","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G4423657506","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G4535372880","display_name":null,"funder_award_id":"DE-AC0500OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G5726405315","display_name":null,"funder_award_id":"DE-AC05","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"id":"https://openalex.org/G6129992089","display_name":null,"funder_award_id":"DE-AC05-","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"id":"https://openalex.org/G6694940734","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320337506","funder_display_name":"Advanced Scientific Computing Research"},{"id":"https://openalex.org/G6746666557","display_name":null,"funder_award_id":"ERKJ332","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G675320460","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320338287","funder_display_name":"Oak Ridge National Laboratory"},{"id":"https://openalex.org/G6864165199","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306250","funder_display_name":"Battelle"},{"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/G834413596","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320306078","funder_display_name":"U.S. Department of Defense"},{"id":"https://openalex.org/G8813984943","display_name":null,"funder_award_id":"DE-AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"},{"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"},{"id":"https://openalex.org/G8943143067","display_name":null,"funder_award_id":"AC05-00OR22725","funder_id":"https://openalex.org/F4320316892","funder_display_name":"UT-Battelle"}],"funders":[{"id":"https://openalex.org/F4320306078","display_name":"U.S. Department of Defense","ror":"https://ror.org/0447fe631"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320306250","display_name":"Battelle","ror":"https://ror.org/01h5tnr73"},{"id":"https://openalex.org/F4320316892","display_name":"UT-Battelle","ror":"https://ror.org/04nza6677"},{"id":"https://openalex.org/F4320332359","display_name":"Office of Science","ror":"https://ror.org/00mmn6b08"},{"id":"https://openalex.org/F4320337506","display_name":"Advanced Scientific Computing Research","ror":"https://ror.org/0012c7r22"},{"id":"https://openalex.org/F4320338287","display_name":"Oak Ridge National Laboratory","ror":"https://ror.org/01qz5mb56"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3013160073.pdf","grobid_xml":"https://content.openalex.org/works/W3013160073.grobid-xml"},"referenced_works_count":214,"referenced_works":["https://openalex.org/W159193778","https://openalex.org/W1486852018","https://openalex.org/W1493348997","https://openalex.org/W1543681585","https://openalex.org/W1553502100","https://openalex.org/W1597286183","https://openalex.org/W1663923809","https://openalex.org/W1666962919","https://openalex.org/W1677182931","https://openalex.org/W1731012987","https://openalex.org/W1969617278","https://openalex.org/W1971873204","https://openalex.org/W1972411322","https://openalex.org/W1976695311","https://openalex.org/W1977085333","https://openalex.org/W1979392010","https://openalex.org/W1984431842","https://openalex.org/W1989818994","https://openalex.org/W1990115083","https://openalex.org/W1992107140","https://openalex.org/W1995682068","https://openalex.org/W2001240121","https://openalex.org/W2001619934","https://openalex.org/W2005286252","https://openalex.org/W2006370340","https://openalex.org/W2015088745","https://openalex.org/W2015543198","https://openalex.org/W2015811642","https://openalex.org/W2022820481","https://openalex.org/W2024418895","https://openalex.org/W2024860775","https://openalex.org/W2025543856","https://openalex.org/W2034561322","https://openalex.org/W2039122980","https://openalex.org/W2039573396","https://openalex.org/W2041713562","https://openalex.org/W2042492924","https://openalex.org/W2042545232","https://openalex.org/W2043154233","https://openalex.org/W2043278183","https://openalex.org/W2045021385","https://openalex.org/W2060956313","https://openalex.org/W2062938319","https://openalex.org/W2064675550","https://openalex.org/W2064939459","https://openalex.org/W2065261386","https://openalex.org/W2068304817","https://openalex.org/W2069683773","https://openalex.org/W2076063813","https://openalex.org/W2076184423","https://openalex.org/W2077196676","https://openalex.org/W2079705627","https://openalex.org/W2080792322","https://openalex.org/W2084652510","https://openalex.org/W2086205707","https://openalex.org/W2088514698","https://openalex.org/W2095425517","https://openalex.org/W2097228199","https://openalex.org/W2100543212","https://openalex.org/W2102397476","https://openalex.org/W2103496339","https://openalex.org/W2103570933","https://openalex.org/W2103956991","https://openalex.org/W2105223366","https://openalex.org/W2111002549","https://openalex.org/W2112246162","https://openalex.org/W2112796928","https://openalex.org/W2116064496","https://openalex.org/W2121160181","https://openalex.org/W2122570236","https://openalex.org/W2123113196","https://openalex.org/W2126806061","https://openalex.org/W2127048411","https://openalex.org/W2128084896","https://openalex.org/W2129874988","https://openalex.org/W2133926338","https://openalex.org/W2136922672","https://openalex.org/W2137147061","https://openalex.org/W2137983211","https://openalex.org/W2138913040","https://openalex.org/W2140886546","https://openalex.org/W2149257324","https://openalex.org/W2156774185","https://openalex.org/W2159951683","https://openalex.org/W2161685427","https://openalex.org/W2165831368","https://openalex.org/W2174510006","https://openalex.org/W2184665873","https://openalex.org/W2191308561","https://openalex.org/W2203754246","https://openalex.org/W2257937122","https://openalex.org/W2261928000","https://openalex.org/W2273739528","https://openalex.org/W2275170799","https://openalex.org/W2275410481","https://openalex.org/W2314470091","https://openalex.org/W2321609157","https://openalex.org/W2342179999","https://openalex.org/W2394697995","https://openalex.org/W2460504554","https://openalex.org/W2469748349","https://openalex.org/W2526260704","https://openalex.org/W2528770337","https://openalex.org/W2533968486","https://openalex.org/W2538025098","https://openalex.org/W2550720082","https://openalex.org/W2555267483","https://openalex.org/W2558921197","https://openalex.org/W2559306271","https://openalex.org/W2562526363","https://openalex.org/W2563362990","https://openalex.org/W2564229214","https://openalex.org/W2565565355","https://openalex.org/W2569813014","https://openalex.org/W2571455742","https://openalex.org/W2586874551","https://openalex.org/W2606722458","https://openalex.org/W2612059725","https://openalex.org/W2615497679","https://openalex.org/W2618303782","https://openalex.org/W2623999815","https://openalex.org/W2715606495","https://openalex.org/W2735457220","https://openalex.org/W2748383444","https://openalex.org/W2751161262","https://openalex.org/W2752623698","https://openalex.org/W2752862743","https://openalex.org/W2754056187","https://openalex.org/W2760965790","https://openalex.org/W2766294686","https://openalex.org/W2768519025","https://openalex.org/W2775855651","https://openalex.org/W2778498694","https://openalex.org/W2783525259","https://openalex.org/W2784994528","https://openalex.org/W2790388700","https://openalex.org/W2790700887","https://openalex.org/W2792315573","https://openalex.org/W2794444783","https://openalex.org/W2795836503","https://openalex.org/W2796293949","https://openalex.org/W2797105324","https://openalex.org/W2797767079","https://openalex.org/W2798945316","https://openalex.org/W2798967590","https://openalex.org/W2801498385","https://openalex.org/W2801748224","https://openalex.org/W2807314033","https://openalex.org/W2808722601","https://openalex.org/W2808880439","https://openalex.org/W2810649880","https://openalex.org/W2883177667","https://openalex.org/W2885850140","https://openalex.org/W2887230019","https://openalex.org/W2898344924","https://openalex.org/W2901859177","https://openalex.org/W2902076893","https://openalex.org/W2903221501","https://openalex.org/W2903251073","https://openalex.org/W2942202612","https://openalex.org/W2949070764","https://openalex.org/W2949253647","https://openalex.org/W2949863591","https://openalex.org/W2950205552","https://openalex.org/W2950805899","https://openalex.org/W2952024687","https://openalex.org/W2963017524","https://openalex.org/W2963083109","https://openalex.org/W2963605600","https://openalex.org/W2963658266","https://openalex.org/W2963711262","https://openalex.org/W2963743287","https://openalex.org/W2963970990","https://openalex.org/W2964323614","https://openalex.org/W2990714382","https://openalex.org/W2995021241","https://openalex.org/W3004557030","https://openalex.org/W3004595084","https://openalex.org/W3009058554","https://openalex.org/W3011906697","https://openalex.org/W3037447387","https://openalex.org/W3098060699","https://openalex.org/W3098146626","https://openalex.org/W3098283615","https://openalex.org/W3098381138","https://openalex.org/W3098578333","https://openalex.org/W3098581063","https://openalex.org/W3098662938","https://openalex.org/W3098917398","https://openalex.org/W3100295372","https://openalex.org/W3100843411","https://openalex.org/W3101925575","https://openalex.org/W3102324541","https://openalex.org/W3102641634","https://openalex.org/W3102951873","https://openalex.org/W3103588369","https://openalex.org/W3103629952","https://openalex.org/W3103801044","https://openalex.org/W3103810096","https://openalex.org/W3103872322","https://openalex.org/W3104014430","https://openalex.org/W3104154834","https://openalex.org/W3104396616","https://openalex.org/W3104563286","https://openalex.org/W3104599990","https://openalex.org/W3105506151","https://openalex.org/W3105677655","https://openalex.org/W3106182663","https://openalex.org/W3106253768","https://openalex.org/W3143835353","https://openalex.org/W3146803896","https://openalex.org/W4239969927","https://openalex.org/W4254300870","https://openalex.org/W4254947099"],"related_works":["https://openalex.org/W2549656885","https://openalex.org/W2504678134","https://openalex.org/W4225977302","https://openalex.org/W3205203327","https://openalex.org/W4387251031","https://openalex.org/W4206609022","https://openalex.org/W4306160710","https://openalex.org/W4293576507","https://openalex.org/W2770673106","https://openalex.org/W4293870359"],"abstract_inverted_index":{"Novel":[0],"uses":[1],"of":[2,12,27,51,61,100,110,128,143],"graphical":[3],"processing":[4,84,165],"units":[5,166],"for":[6,152],"accelerated":[7,73],"computation":[8],"revolutionized":[9],"the":[10,25,49,69,124,141,159],"field":[11],"high-performance":[13,169],"scientific":[14,91],"computing":[15,74,88,170],"by":[16],"providing":[17],"specialized":[18],"workflows":[19],"tailored":[20],"to":[21,31,67,77,118,162],"algorithmic":[22],"requirements.":[23],"As":[24],"era":[26],"Moore\u2019s":[28],"law":[29],"draws":[30],"a":[32,106,137],"close,":[33],"many":[34,131],"new":[35,63,102],"non\u2013von":[36],"Neumann":[37],"processors":[38,64,122,132],"are":[39,133],"emerging":[40],"as":[41],"potential":[42,70],"computational":[43],"accelerators,":[44],"including":[45],"those":[46],"based":[47],"on":[48,72],"principles":[50],"neuromorphic":[52],"computing,":[53],"tensor":[54],"algebra,":[55],"and":[56,95,112,126,146],"quantum":[57],"information.":[58],"While":[59,130],"development":[60],"these":[62,101],"is":[65,75],"continuing":[66],"mature,":[68],"impact":[71],"anticipated":[76],"be":[78],"profound.":[79],"We":[80],"discuss":[81],"how":[82,117],"different":[83,108],"models":[85,145],"can":[86],"advance":[87],"in":[89,123],"key":[90],"paradigms:":[92],"machine":[93],"learning":[94],"constraint":[96],"satisfaction.":[97],"Significantly,":[98],"each":[99],"processor":[103],"types":[104],"utilizes":[105],"fundamentally":[107],"model":[109],"computation,":[111],"this":[113],"raises":[114],"questions":[115],"about":[116],"best":[119],"use":[120],"such":[121],"design":[125],"implementation":[127],"applications.":[129,154],"being":[134],"developed":[135],"with":[136],"specific":[138],"domain":[139],"target,":[140],"ubiquity":[142],"spin-glass":[144],"neural":[147],"networks":[148],"provides":[149],"an":[150],"avenue":[151],"multi-functional":[153],"This":[155],"also":[156],"hints":[157],"at":[158],"infrastructure":[160],"needed":[161],"integrate":[163],"next-generation":[164],"into":[167],"future":[168],"systems.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-05-14T08:36:36.166977","created_date":"2025-10-10T00:00:00"}
