{"id":"https://openalex.org/W7129078615","doi":"https://doi.org/10.48550/arxiv.2602.12465","title":"Probabilistic Design of Parametrized Quantum Circuits through Local Gate Modifications","display_name":"Probabilistic Design of Parametrized Quantum Circuits through Local Gate Modifications","publication_year":2026,"publication_date":"2026-02-12","ids":{"openalex":"https://openalex.org/W7129078615","doi":"https://doi.org/10.48550/arxiv.2602.12465"},"language":null,"primary_location":{"id":"pmh:doi:10.48550/arxiv.2602.12465","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5126126931","display_name":"Grier M. Jones","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Jones, Grier M.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126157696","display_name":"Aviraj Newatia","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Newatia, Aviraj","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016218000","display_name":"Alexander Lobaina LaO","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lao, Alexander","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126165954","display_name":"Aditya K. Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rao, Aditya K.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113192557","display_name":"Viki Kumar Prasad","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Prasad, Viki Kumar","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Jacobsen, Hans-Arno","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jacobsen, Hans-Arno","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5126126931"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.9713000059127808,"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":0.9713000059127808,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.014399999752640724,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.00279999990016222,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum-algorithm","display_name":"Quantum algorithm","score":0.6804999709129333},{"id":"https://openalex.org/keywords/quantum-circuit","display_name":"Quantum circuit","score":0.6229000091552734},{"id":"https://openalex.org/keywords/quantum-gate","display_name":"Quantum gate","score":0.5778999924659729},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.565500020980835},{"id":"https://openalex.org/keywords/quantum-phase-estimation-algorithm","display_name":"Quantum phase estimation algorithm","score":0.5188999772071838},{"id":"https://openalex.org/keywords/quantum-computer","display_name":"Quantum computer","score":0.5139999985694885},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.4691999852657318},{"id":"https://openalex.org/keywords/quantum-error-correction","display_name":"Quantum error correction","score":0.4442000091075897}],"concepts":[{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.6804999709129333},{"id":"https://openalex.org/C124148022","wikidata":"https://www.wikidata.org/wiki/Q2122210","display_name":"Quantum circuit","level":5,"score":0.6229000091552734},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6148999929428101},{"id":"https://openalex.org/C58849907","wikidata":"https://www.wikidata.org/wiki/Q2118982","display_name":"Quantum gate","level":4,"score":0.5778999924659729},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.565500020980835},{"id":"https://openalex.org/C192122513","wikidata":"https://www.wikidata.org/wiki/Q2835770","display_name":"Quantum phase estimation algorithm","level":5,"score":0.5188999772071838},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.5139999985694885},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.4691999852657318},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46129998564720154},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.4442000091075897},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.41920000314712524},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.415800005197525},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.376800000667572},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.3601999878883362},{"id":"https://openalex.org/C134146338","wikidata":"https://www.wikidata.org/wiki/Q1815901","display_name":"Electronic circuit","level":2,"score":0.3422999978065491},{"id":"https://openalex.org/C59500034","wikidata":"https://www.wikidata.org/wiki/Q1464944","display_name":"Quantum Fourier transform","level":5,"score":0.3215999901294708},{"id":"https://openalex.org/C11255438","wikidata":"https://www.wikidata.org/wiki/Q7269085","display_name":"Quantum process","level":4,"score":0.3077999949455261},{"id":"https://openalex.org/C125583679","wikidata":"https://www.wikidata.org/wiki/Q755673","display_name":"Search algorithm","level":2,"score":0.3070000112056732},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.30410000681877136},{"id":"https://openalex.org/C169699857","wikidata":"https://www.wikidata.org/wiki/Q2122243","display_name":"Quantum information","level":3,"score":0.29580000042915344},{"id":"https://openalex.org/C62641251","wikidata":"https://www.wikidata.org/wiki/Q7269097","display_name":"Quantum sort","level":5,"score":0.2915000021457672},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.29120001196861267},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.27379998564720154},{"id":"https://openalex.org/C43682372","wikidata":"https://www.wikidata.org/wiki/Q7269080","display_name":"Quantum operation","level":4,"score":0.2736999988555908},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27129998803138733}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:doi:10.48550/arxiv.2602.12465","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},{"id":"doi:10.48550/arxiv.2602.12465","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2602.12465","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:doi:10.48550/arxiv.2602.12465","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","issn_l":null,"issn":null,"is_oa":false,"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":"Article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Within":[0],"quantum":[1,5,9,24,38,51,62,70,78,101,113,152,184],"machine":[2],"learning,":[3],"parametrized":[4,37,77],"circuits":[6,39,173],"provide":[7],"flexible":[8],"models,":[10],"but":[11],"their":[12],"performance":[13,163],"is":[14,74],"often":[15],"highly":[16],"task-dependent,":[17],"making":[18],"manual":[19],"circuit":[20,79,159],"design":[21],"challenging.":[22],"Alternatively,":[23],"architecture":[25,52,63,71,102,153],"search":[26,53,72,85,103,154],"algorithms":[27],"have":[28],"been":[29],"proposed":[30],"to":[31,58,75,94],"automate":[32],"the":[33,60,68,99,118,138,148,168,171,176,179],"discovery":[34],"of":[35,67,90,121,133,150,170,178],"task-specific":[36],"using":[40,137],"systematic":[41],"frameworks.":[42],"In":[43],"this":[44],"work,":[45],"we":[46,56,166],"propose":[47],"an":[48],"evolution-inspired":[49],"heuristic":[50],"algorithm,":[54],"which":[55],"refer":[57],"as":[59],"local":[61,69,100,151],"search.":[64],"The":[65],"goal":[66],"algorithm":[73,104,155],"optimize":[76],"architectures":[80,160],"through":[81],"a":[82,87,131],"local,":[83],"probabilistic":[84],"over":[86],"fixed":[88],"set":[89],"gate-level":[91],"actions":[92],"applied":[93],"existing":[95],"circuits.":[96],"We":[97],"evaluate":[98],"on":[105,182],"two":[106,112],"synthetic":[107],"function-fitting":[108],"regression":[109,115],"tasks":[110],"and":[111,127,130,174],"chemistry":[114],"datasets,":[116],"including":[117],"BSE49":[119],"dataset":[120,132],"bond":[122],"separation":[123],"energies":[124],"for":[125,156],"first-":[126],"second-row":[128],"elements":[129],"water":[134],"conformers":[135],"generated":[136],"data-driven":[139],"coupled-cluster":[140],"approach.":[141],"Using":[142],"state-vector":[143],"simulation,":[144],"our":[145],"results":[146],"highlight":[147],"applicability":[149],"identifying":[157],"competitive":[158],"with":[161],"desirable":[162],"metrics.":[164],"Lastly,":[165],"analyze":[167],"properties":[169],"discovered":[172],"demonstrate":[175],"deployment":[177],"best-performing":[180],"model":[181],"state-of-the-art":[183],"hardware.":[185]},"counts_by_year":[],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2026-02-17T00:00:00"}
