{"id":"https://openalex.org/W4319870553","doi":"https://doi.org/10.1145/3543622.3573136","title":"A Novel FPGA Simulator Accelerating Reinforcement Learning-Based Design of Power Converters","display_name":"A Novel FPGA Simulator Accelerating Reinforcement Learning-Based Design of Power Converters","publication_year":2023,"publication_date":"2023-02-10","ids":{"openalex":"https://openalex.org/W4319870553","doi":"https://doi.org/10.1145/3543622.3573136"},"language":"en","primary_location":{"id":"doi:10.1145/3543622.3573136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543622.3573136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays","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/A5026897196","display_name":"Zhenyu Xu","orcid":"https://orcid.org/0000-0002-3635-2409"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhenyu Xu","raw_affiliation_strings":["The University of Rhode Island, Kingston, RI, USA"],"affiliations":[{"raw_affiliation_string":"The University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013631588","display_name":"Miaoxiang Yu","orcid":"https://orcid.org/0000-0002-4382-9009"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miaoxiang Yu","raw_affiliation_strings":["The University of Rhode Island, Kingston, RI, USA"],"affiliations":[{"raw_affiliation_string":"The University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053032127","display_name":"Qing Yang","orcid":"https://orcid.org/0000-0002-3330-1542"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qing Yang","raw_affiliation_strings":["The University of Rhode Island, Kingston, RI, USA"],"affiliations":[{"raw_affiliation_string":"The University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089996595","display_name":"Yeonho Jeong","orcid":"https://orcid.org/0000-0002-7393-5080"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yeonho Jeong","raw_affiliation_strings":["The University of Rhode Island, Kingston, RI, USA"],"affiliations":[{"raw_affiliation_string":"The University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062578450","display_name":"Tao Wei","orcid":"https://orcid.org/0000-0002-4765-1826"},"institutions":[{"id":"https://openalex.org/I17626003","display_name":"University of Rhode Island","ror":"https://ror.org/013ckk937","country_code":"US","type":"education","lineage":["https://openalex.org/I17626003"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tao Wei","raw_affiliation_strings":["The University of Rhode Island, Kingston, RI, USA"],"affiliations":[{"raw_affiliation_string":"The University of Rhode Island, Kingston, RI, USA","institution_ids":["https://openalex.org/I17626003"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5026897196"],"corresponding_institution_ids":["https://openalex.org/I17626003"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00765493,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"51","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10278","display_name":"Electric Motor Design and Analysis","score":0.9696000218391418,"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/T10278","display_name":"Electric Motor Design and Analysis","score":0.9696000218391418,"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/T10175","display_name":"Advanced DC-DC Converters","score":0.9607999920845032,"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/T10223","display_name":"Microgrid Control and Optimization","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7963151931762695},{"id":"https://openalex.org/keywords/converters","display_name":"Converters","score":0.7908656597137451},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.690123438835144},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6176596879959106},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.6156219244003296},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.5323292016983032},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5022821426391602},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.39882275462150574},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.26855891942977905},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.25843071937561035},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21343624591827393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.12839040160179138},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.10614347457885742}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7963151931762695},{"id":"https://openalex.org/C2778422915","wikidata":"https://www.wikidata.org/wiki/Q10302051","display_name":"Converters","level":3,"score":0.7908656597137451},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.690123438835144},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6176596879959106},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.6156219244003296},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.5323292016983032},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5022821426391602},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.39882275462150574},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.26855891942977905},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.25843071937561035},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21343624591827393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.12839040160179138},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.10614347457885742},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3543622.3573136","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3543622.3573136","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 ACM/SIGDA International Symposium on Field Programmable Gate Arrays","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[{"id":"https://openalex.org/G8316123862","display_name":null,"funder_award_id":"N00014-17-1-2632","funder_id":"https://openalex.org/F4320337345","funder_display_name":"Office of Naval Research"},{"id":"https://openalex.org/G8913776228","display_name":null,"funder_award_id":"2106750 and 2027069","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W631083485","https://openalex.org/W4313452936","https://openalex.org/W2097026685","https://openalex.org/W2480068220","https://openalex.org/W2070883797","https://openalex.org/W4386859288","https://openalex.org/W2102542442","https://openalex.org/W1986220761","https://openalex.org/W2042495646","https://openalex.org/W4387546336"],"abstract_inverted_index":{"High-efficiency":[0],"energy":[1],"conversion":[2,73],"systems":[3,16],"have":[4],"become":[5],"increasingly":[6],"important":[7],"due":[8],"to":[9,41,95],"their":[10],"wide":[11],"use":[12],"in":[13,54],"all":[14],"electronic":[15],"such":[17,58],"as":[18],"data":[19],"centers,":[20],"smart":[21],"mobile":[22],"devices,":[23],"E-vehicles,":[24],"medical":[25],"instruments,":[26],"and":[27,31],"so":[28],"forth.":[29],"Complex":[30],"interdependent":[32],"parameters":[33,70],"make":[34],"optimal":[35,68],"designs":[36],"of":[37,57,99],"power":[38,72],"converters":[39],"challenging":[40],"get.":[42],"Recent":[43],"research":[44],"has":[45],"shown":[46],"that":[47],"reinforcement":[48],"learning":[49],"(RL)":[50],"shows":[51],"great":[52],"promise":[53],"the":[55,100],"design":[56,69],"converter":[59],"circuits.":[60],"A":[61],"trained":[62],"RL":[63,82],"agent":[64,83],"can":[65],"search":[66],"for":[67,71],"circuit":[74,86,103],"topologies":[75],"under":[76],"targeted":[77],"application":[78],"requirements.":[79],"Training":[80],"an":[81],"requires":[84],"numerous":[85],"simulations.":[87],"As":[88],"a":[89],"result,":[90],"they":[91],"may":[92],"take":[93],"days":[94],"complete,":[96],"primarily":[97],"because":[98],"slow":[101],"time-domain":[102],"simulation.":[104]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
