{"id":"https://openalex.org/W4407184517","doi":"https://doi.org/10.48550/arxiv.2502.01704","title":"Adaptive Observation Cost Control for Variational Quantum Eigensolvers","display_name":"Adaptive Observation Cost Control for Variational Quantum Eigensolvers","publication_year":2025,"publication_date":"2025-02-03","ids":{"openalex":"https://openalex.org/W4407184517","doi":"https://doi.org/10.48550/arxiv.2502.01704"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2502.01704","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.01704","pdf_url":"https://arxiv.org/pdf/2502.01704","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2502.01704","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5075097456","display_name":"Christopher J. Anders","orcid":"https://orcid.org/0000-0003-3295-8486"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Anders, Christopher J.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033457512","display_name":"Kim A. Nicoli","orcid":"https://orcid.org/0000-0001-5933-1822"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nicoli, Kim A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090737949","display_name":"Benjamin G. Wu","orcid":"https://orcid.org/0000-0001-8547-5678"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wu, Bingting","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116166790","display_name":"Naima Elosegui","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elosegui, Naima","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116166791","display_name":"Samuele Pedrielli","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pedrielli, Samuele","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008517729","display_name":"Lena Funcke","orcid":"https://orcid.org/0000-0001-5022-9506"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Funcke, Lena","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089256467","display_name":"Karl Jansen","orcid":"https://orcid.org/0000-0002-1574-7591"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jansen, Karl","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062970374","display_name":"Stefan K\u00fchn","orcid":"https://orcid.org/0000-0001-7693-350X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K\u00fchn, Stefan","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5034738514","display_name":"Shinichi Nakajima","orcid":"https://orcid.org/0000-0003-3970-4569"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nakajima, Shinichi","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5075097456"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12760","display_name":"Laser Design and Applications","score":0.8245999813079834,"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/T12760","display_name":"Laser Design and Applications","score":0.8245999813079834,"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/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.8126999735832214,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5797020196914673},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5125584602355957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.36967700719833374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.36749526858329773},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.34127113223075867},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.19919708371162415},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.16556492447853088},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.09248360991477966}],"concepts":[{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5797020196914673},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5125584602355957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.36967700719833374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36749526858329773},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.34127113223075867},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.19919708371162415},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.16556492447853088},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.09248360991477966}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2502.01704","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.01704","pdf_url":"https://arxiv.org/pdf/2502.01704","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2502.01704","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2502.01704","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2502.01704","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2502.01704","pdf_url":"https://arxiv.org/pdf/2502.01704","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1454008454","display_name":null,"funder_award_id":"CRC 1639","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G2401019227","display_name":null,"funder_award_id":"390534","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3031800739","display_name":null,"funder_award_id":"BIFOLD","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3263665791","display_name":null,"funder_award_id":"101087126","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G3356704239","display_name":null,"funder_award_id":"EXC 2004/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3514550006","display_name":null,"funder_award_id":"Centre","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G352791218","display_name":null,"funder_award_id":"(BMBF)","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G3871214857","display_name":null,"funder_award_id":"CRC 16","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4385058657","display_name":null,"funder_award_id":"101072344","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4447653093","display_name":null,"funder_award_id":"Network","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G5106512922","display_name":null,"funder_award_id":"Deutsche Forschungsgemeinschaft (DFG","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5168466499","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G5404998627","display_name":null,"funder_award_id":"Chair","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6255554909","display_name":null,"funder_award_id":"101087126","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6689335287","display_name":null,"funder_award_id":"BIFOLD24B","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G6955755495","display_name":null,"funder_award_id":"Germany","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7967295168","display_name":null,"funder_award_id":"390534769","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G807113503","display_name":null,"funder_award_id":"CRC 1639 NuMeriQS","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G829312312","display_name":null,"funder_award_id":"511713970","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8716356055","display_name":null,"funder_award_id":"90534769","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407184517.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4391375266","https://openalex.org/W1979597421","https://openalex.org/W2007980826","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2072657027"],"abstract_inverted_index":{"The":[0,116],"objective":[1],"to":[2,40,55,96,129],"be":[3],"minimized":[4],"in":[5,29,80,108],"the":[6,33,41,88,101,125,130,133,138,149,160,166],"variational":[7],"quantum":[8,59],"eigensolver":[9],"(VQE)":[10],"has":[11],"a":[12,17,26,48,64],"restricted":[13],"form,":[14],"which":[15],"allows":[16],"specialized":[18],"sequential":[19],"minimal":[20],"optimization":[21,107],"(SMO)":[22],"that":[23,106,148,156],"requires":[24,51,94],"only":[25],"few":[27],"observations":[28],"each":[30,109],"iteration.":[31],"However,":[32],"SMO":[34],"iteration":[35,110],"is":[36,111,120,152],"still":[37],"costly":[38],"due":[39],"observation":[42,46],"noise":[43,66],"--":[44],"one":[45],"at":[47],"point":[49],"typically":[50],"averaging":[52],"over":[53,100],"hundreds":[54],"thousands":[56],"of":[57,132,141,162],"repeated":[58],"measurement":[60,142],"shots":[61,143],"for":[62,84],"achieving":[63],"reasonable":[65],"level.":[67],"In":[68],"this":[69],"paper,":[70],"we":[71],"propose":[72],"an":[73],"adaptive":[74,117],"cost":[75,118],"control":[76,119],"method,":[77],"named":[78],"subspace":[79,102],"confident":[81],"region":[82],"(SubsCoRe),":[83],"SMO.":[85],"SubsCoRe":[86,157],"uses":[87],"Gaussian":[89],"process":[90],"(GP)":[91],"surrogate,":[92],"and":[93,135,144,164],"it":[95],"have":[97],"low":[98],"uncertainty":[99],"being":[103],"updated,":[104],"so":[105],"performed":[112,121],"with":[113],"guaranteed":[114],"accuracy.":[115],"by":[122],"first":[123],"setting":[124],"required":[126,150],"accuracy":[127,151],"according":[128],"progress":[131],"optimization,":[134],"then":[136],"choosing":[137],"minimum":[139],"number":[140],"their":[145],"distribution":[146],"such":[147],"satisfied.":[153],"We":[154],"demonstrate":[155],"significantly":[158],"improves":[159],"efficiency":[161],"SMO,":[163],"outperforms":[165],"state-of-the-art":[167],"methods.":[168]},"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
