{"id":"https://openalex.org/W4400230180","doi":"https://doi.org/10.1109/iscas58744.2024.10557956","title":"Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning","display_name":"Circuit Partitioning for Multi-Core Quantum Architectures with Deep Reinforcement Learning","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400230180","doi":"https://doi.org/10.1109/iscas58744.2024.10557956"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10557956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10557956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/2117/422424","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113110581","display_name":"Arnau Pastor","orcid":null},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Arnau Pastor","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092885727","display_name":"Pau Escofet","orcid":"https://orcid.org/0000-0003-3372-1931"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pau Escofet","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092885728","display_name":"Sahar Ben Rached","orcid":"https://orcid.org/0009-0004-7768-4997"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sahar Ben Rached","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033267870","display_name":"Eduard Alarc\u00f3n","orcid":"https://orcid.org/0000-0001-7663-7153"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Eduard Alarc\u00f3n","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004121136","display_name":"Pere Barlet\u2010Ros","orcid":"https://orcid.org/0000-0001-7837-0886"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pere Barlet-Ros","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078035284","display_name":"Sergi Abadal","orcid":"https://orcid.org/0000-0003-0941-0260"},"institutions":[{"id":"https://openalex.org/I9617848","display_name":"Universitat Polit\u00e8cnica de Catalunya","ror":"https://ror.org/03mb6wj31","country_code":"ES","type":"education","lineage":["https://openalex.org/I9617848"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Sergi Abadal","raw_affiliation_strings":["Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitat Polit&#x00E8;cnica de Catalunya,Barcelona,Spain","institution_ids":["https://openalex.org/I9617848"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9617848"],"apc_list":null,"apc_paid":null,"fwci":3.2004,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.93336272,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9925000071525574,"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"}},"topics":[{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9925000071525574,"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"}},{"id":"https://openalex.org/T10558","display_name":"Advancements in Semiconductor Devices and Circuit Design","score":0.9865999817848206,"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/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9749000072479248,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7486661076545715},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6560747027397156},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.5603510737419128},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.4657348692417145},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.39360445737838745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3211919367313385},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13598215579986572},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.12055698037147522},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.08639967441558838}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7486661076545715},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6560747027397156},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.5603510737419128},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.4657348692417145},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.39360445737838745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3211919367313385},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13598215579986572},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.12055698037147522},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.08639967441558838}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscas58744.2024.10557956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10557956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:upcommons.upc.edu:2117/422424","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/422424","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"}],"best_oa_location":{"id":"pmh:oai:upcommons.upc.edu:2117/422424","is_oa":true,"landing_page_url":"https://hdl.handle.net/2117/422424","pdf_url":null,"source":{"id":"https://openalex.org/S4377196262","display_name":"UPCommons institutional repository (Universitat Polit\u00e8cnica de Catalunya)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9617848","host_organization_name":"Universitat Polit\u00e8cnica de Catalunya","host_organization_lineage":["https://openalex.org/I9617848"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference report"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320308612","display_name":"PATH","ror":"https://ror.org/02ycvrx49"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1490521149","https://openalex.org/W1514675880","https://openalex.org/W1568345435","https://openalex.org/W1586616006","https://openalex.org/W1629802966","https://openalex.org/W1986407511","https://openalex.org/W2067763535","https://openalex.org/W2084652510","https://openalex.org/W2090547186","https://openalex.org/W2097039598","https://openalex.org/W2161685427","https://openalex.org/W2535738892","https://openalex.org/W2736601468","https://openalex.org/W2781738013","https://openalex.org/W2809024202","https://openalex.org/W3023478445","https://openalex.org/W3027825264","https://openalex.org/W3037164854","https://openalex.org/W3098477102","https://openalex.org/W3100366369","https://openalex.org/W3100931082","https://openalex.org/W3101824094","https://openalex.org/W3103142852","https://openalex.org/W3103559770","https://openalex.org/W3177257757","https://openalex.org/W3203556933","https://openalex.org/W4307563194","https://openalex.org/W4308083514","https://openalex.org/W4322628972","https://openalex.org/W4387011154","https://openalex.org/W4389168101","https://openalex.org/W6634007516","https://openalex.org/W6636590439","https://openalex.org/W6732665253","https://openalex.org/W6741002519"],"related_works":["https://openalex.org/W4306904969","https://openalex.org/W2138720691","https://openalex.org/W4362501864","https://openalex.org/W4380318855","https://openalex.org/W2031695474","https://openalex.org/W2024136090","https://openalex.org/W2586732548","https://openalex.org/W3049728571","https://openalex.org/W2964765435","https://openalex.org/W4391331176"],"abstract_inverted_index":{"Quantum":[0,107],"computing":[1,90],"holds":[2],"immense":[3],"potential":[4],"for":[5,76],"solving":[6],"classically":[7],"intractable":[8],"problems":[9],"by":[10],"leveraging":[11],"the":[12,34,63,67,85,97,111],"unique":[13],"properties":[14],"of":[15,20,41,51,66,87,117],"quantum":[16,21,28,58,68,89],"mechanics.":[17],"The":[18],"scalability":[19,35],"architectures":[22,29],"remains":[23],"a":[24,38,57,73,114],"significant":[25],"challenge.":[26],"Multi-core":[27],"are":[30],"proposed":[31],"to":[32,55,60,84,113,119],"solve":[33],"problem,":[36],"arising":[37],"new":[39,115],"set":[40],"challenges":[42,53],"in":[43,100],"hardware,":[44],"communications":[45],"and":[46,91],"compilation,":[47],"among":[48],"others.":[49],"One":[50],"these":[52],"is":[54,96],"adapt":[56],"algorithm":[59],"fit":[61],"within":[62],"different":[64],"cores":[65],"computer.":[69],"This":[70,94],"paper":[71],"presents":[72],"novel":[74],"approach":[75],"circuit":[77],"partitioning":[78],"using":[79],"Deep":[80,102],"Reinforcement":[81,103],"Learning,":[82],"contributing":[83],"advancement":[86],"both":[88],"graph":[92],"partitioning.":[93],"work":[95],"first":[98],"step":[99],"integrating":[101],"Learning":[104],"techniques":[105],"into":[106],"Circuit":[108],"Mapping,":[109],"opening":[110],"door":[112],"paradigm":[116],"solutions":[118],"such":[120],"problems.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2024-07-03T00:00:00"}
