{"id":"https://openalex.org/W4406261814","doi":"https://doi.org/10.1109/qce60285.2024.10250","title":"Variational Compression of Circuits for State Preparation","display_name":"Variational Compression of Circuits for State Preparation","publication_year":2024,"publication_date":"2024-09-15","ids":{"openalex":"https://openalex.org/W4406261814","doi":"https://doi.org/10.1109/qce60285.2024.10250"},"language":"en","primary_location":{"id":"doi:10.1109/qce60285.2024.10250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce60285.2024.10250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Quantum Computing and Engineering (QCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101506718","display_name":"Alessandro Berti","orcid":"https://orcid.org/0000-0001-9144-9572"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Berti","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107695755","display_name":"Giacomo Antonioli","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo Antonioli","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032558381","display_name":"Anna Bernasconi","orcid":"https://orcid.org/0000-0003-0263-5221"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Anna Bernasconi","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044619255","display_name":"Gianna M. Del Corso","orcid":"https://orcid.org/0000-0002-5651-9368"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gianna M. Del Corso","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091251187","display_name":"Riccardo Guidotti","orcid":"https://orcid.org/0000-0002-2827-7613"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Riccardo Guidotti","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017223864","display_name":"Alessandro Poggiali","orcid":"https://orcid.org/0000-0002-1591-7925"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Poggiali","raw_affiliation_strings":["University of Pisa"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Pisa","institution_ids":["https://openalex.org/I108290504"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108290504"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.29130032,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"44","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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/T11032","display_name":"VLSI and Analog Circuit Testing","score":0.9736999869346619,"subfield":{"id":"https://openalex.org/subfields/1708","display_name":"Hardware and Architecture"},"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":0.9677000045776367,"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/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9398000240325928,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6090307831764221},{"id":"https://openalex.org/keywords/electronic-circuit","display_name":"Electronic circuit","score":0.578639566898346},{"id":"https://openalex.org/keywords/compression","display_name":"Compression (physics)","score":0.5335344076156616},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.47829991579055786},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3222385048866272},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.22495236992835999},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.21061593294143677},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1888291835784912},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.14412212371826172}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6090307831764221},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.578639566898346},{"id":"https://openalex.org/C180016635","wikidata":"https://www.wikidata.org/wiki/Q2712821","display_name":"Compression (physics)","level":2,"score":0.5335344076156616},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.47829991579055786},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3222385048866272},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.22495236992835999},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.21061593294143677},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1888291835784912},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.14412212371826172},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/qce60285.2024.10250","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce60285.2024.10250","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Quantum Computing and Engineering (QCE)","raw_type":"proceedings-article"},{"id":"pmh:oai:arpi.unipi.it:11568/1288807","is_oa":false,"landing_page_url":"https://hdl.handle.net/11568/1288807","pdf_url":null,"source":{"id":"https://openalex.org/S4377196265","display_name":"CINECA IRIS Institutial research information system (University of Pisa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I108290504","host_organization_name":"University of Pisa","host_organization_lineage":["https://openalex.org/I108290504"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1749786511","https://openalex.org/W2055784634","https://openalex.org/W2104590612","https://openalex.org/W2108224218","https://openalex.org/W2781738013","https://openalex.org/W2811032035","https://openalex.org/W2884199211","https://openalex.org/W2909846583","https://openalex.org/W2951680627","https://openalex.org/W3038966512","https://openalex.org/W3111162498","https://openalex.org/W3136233239","https://openalex.org/W3144872971","https://openalex.org/W3206451759","https://openalex.org/W4389672456"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"quantum":[1,11,32,46,60],"computing,":[2],"state":[3,35,54,79,100],"preparation":[4,101],"techniques":[5,39],"for":[6,34,44],"loading":[7],"classical":[8],"data":[9],"into":[10,40],"states":[12],"can":[13],"be":[14],"resource-intensive":[15],"and":[16,69],"error-prone,":[17],"especially":[18],"on":[19],"Noisy":[20],"Intermediate-Scale":[21],"Quantum":[22],"(NISQ)":[23],"devices.":[24],"This":[25,48],"work":[26],"applies":[27],"variational":[28],"learning":[29],"to":[30,72],"compress":[31],"circuits":[33],"preparation,":[36,55],"transforming":[37],"resource-heavy":[38],"hardware-efficient":[41],"ansatzes":[42,87],"suitable":[43],"current":[45],"architectures.":[47],"approach":[49],"enhances":[50],"the":[51,57,73,77,85,98],"efficiency":[52],"of":[53,59,76],"broadening":[56],"applicability":[58],"algorithms.":[61],"We":[62],"demonstrate":[63],"significant":[64,94],"reductions":[65],"in":[66,90],"circuit":[67,75],"size":[68],"depth":[70],"compared":[71],"explicit":[74,99],"FF-QRAM":[78],"preparation.":[80],"Additionally,":[81],"we":[82],"show":[83],"that":[84],"learned":[86],"perform":[88],"better":[89],"noisy":[91],"environments,":[92],"with":[93],"fidelity":[95],"improvements":[96],"over":[97],"technique":[102],"under":[103],"analysis.":[104]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
