{"id":"https://openalex.org/W4382237442","doi":"https://doi.org/10.1109/saci58269.2023.10158603","title":"Benchmarking Photonic Quantum Machine Learning Simulators","display_name":"Benchmarking Photonic Quantum Machine Learning Simulators","publication_year":2023,"publication_date":"2023-05-23","ids":{"openalex":"https://openalex.org/W4382237442","doi":"https://doi.org/10.1109/saci58269.2023.10158603"},"language":"en","primary_location":{"id":"doi:10.1109/saci58269.2023.10158603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/saci58269.2023.10158603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","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/A5092276763","display_name":"Henrik Varga","orcid":null},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Henrik Varga","raw_affiliation_strings":["ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Algorithms and their Applications,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Algorithms and their Applications,Budapest,Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006085913","display_name":"Attila Kiss","orcid":"https://orcid.org/0000-0001-8174-6194"},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Attila Kiss","raw_affiliation_strings":["ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Information Systems,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Information Systems,Budapest,Hungary","institution_ids":["https://openalex.org/I106118109"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045203400","display_name":"Zolt\u00e1n Kolarovszki","orcid":"https://orcid.org/0009-0001-9837-5534"},"institutions":[{"id":"https://openalex.org/I106118109","display_name":"E\u00f6tv\u00f6s Lor\u00e1nd University","ror":"https://ror.org/01jsq2704","country_code":"HU","type":"education","lineage":["https://openalex.org/I106118109"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Zolt\u00e1n Kolarovszki","raw_affiliation_strings":["ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Programming Languages and Compilers,Budapest,Hungary"],"affiliations":[{"raw_affiliation_string":"ELTE E&#x00F6;tv&#x00F6;s Lor&#x00E1;nd University,Department of Programming Languages and Compilers,Budapest,Hungary","institution_ids":["https://openalex.org/I106118109"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092276763"],"corresponding_institution_ids":["https://openalex.org/I106118109"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06356011,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":null,"first_page":"561","last_page":"566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T12611","display_name":"Neural Networks and Reservoir Computing","score":1.0,"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/T10232","display_name":"Optical Network Technologies","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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9976000189781189,"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/benchmarking","display_name":"Benchmarking","score":0.7472394704818726},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.743484377861023},{"id":"https://openalex.org/keywords/photonics","display_name":"Photonics","score":0.734952986240387},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6248094439506531},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5904584527015686},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5065950155258179},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4632256031036377},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.35862216353416443},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.33592694997787476},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.32666295766830444},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28175267577171326},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15816128253936768},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.09979349374771118},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.0949518084526062}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.7472394704818726},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.743484377861023},{"id":"https://openalex.org/C20788544","wikidata":"https://www.wikidata.org/wiki/Q467054","display_name":"Photonics","level":2,"score":0.734952986240387},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6248094439506531},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5904584527015686},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5065950155258179},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4632256031036377},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.35862216353416443},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.33592694997787476},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.32666295766830444},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28175267577171326},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15816128253936768},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.09979349374771118},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0949518084526062},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/saci58269.2023.10158603","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/saci58269.2023.10158603","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 17th International Symposium on Applied Computational Intelligence and Informatics (SACI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4000000059604645,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1993292204","https://openalex.org/W2014704465","https://openalex.org/W2044799191","https://openalex.org/W2116679455","https://openalex.org/W2560356194","https://openalex.org/W2795230922","https://openalex.org/W2796615720","https://openalex.org/W2808979145","https://openalex.org/W2962730419","https://openalex.org/W2995724754","https://openalex.org/W3006255022","https://openalex.org/W3018379723","https://openalex.org/W3098989707","https://openalex.org/W3100635076","https://openalex.org/W3101947119","https://openalex.org/W3104962094","https://openalex.org/W3106790327","https://openalex.org/W3107463944","https://openalex.org/W3109913413","https://openalex.org/W3176603110","https://openalex.org/W3201342863","https://openalex.org/W4220840832","https://openalex.org/W4243174996","https://openalex.org/W4283660201","https://openalex.org/W4289606390","https://openalex.org/W4392619044","https://openalex.org/W6755964158","https://openalex.org/W6862543185"],"related_works":["https://openalex.org/W4220701436","https://openalex.org/W4281396976","https://openalex.org/W4288020428","https://openalex.org/W4290392458","https://openalex.org/W4292387542","https://openalex.org/W2989046916","https://openalex.org/W204679888","https://openalex.org/W4285214172","https://openalex.org/W4288803996","https://openalex.org/W4390483472"],"abstract_inverted_index":{"In":[0,45],"the":[1,12,41,75],"past":[2],"few":[3],"years,":[4],"quantum":[5,27,31,36,70],"computing":[6,28],"has":[7],"gotten":[8],"more":[9],"attention,":[10],"and":[11],"need":[13],"for":[14],"efficient":[15],"simulations":[16],"is":[17,29,40,64],"getting":[18],"increasingly":[19],"important":[20],"as":[21,93],"well.":[22],"A":[23],"significant":[24],"branch":[25],"of":[26,68,78],"photonic":[30,35],"computing.":[32],"For":[33],"simulating":[34],"circuits,":[37],"Strawberry":[38,81],"Fields":[39,82],"most":[42],"popular":[43],"framework.":[44],"this":[46],"paper,":[47],"we":[48],"compared":[49],"it":[50],"with":[51],"another":[52],"framework":[53],"currently":[54],"under":[55],"development":[56],"called":[57],"Piquasso":[58,79],"regarding":[59],"gradient":[60],"calculation":[61],"time,":[62],"which":[63,96],"an":[65],"essential":[66],"part":[67],"continuous-variable":[69],"neural":[71],"networks.":[72],"We":[73],"present":[74],"apparent":[76],"scalability":[77],"over":[80],"by":[83],"storing":[84],"fewer":[85],"data,":[86],"but":[87],"leading":[88],"to":[89],"possible":[90],"accuracy":[91],"differences":[92],"a":[94],"trade-off,":[95],"could":[97],"motivate":[98],"future":[99],"work.":[100]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
