{"id":"https://openalex.org/W4416873542","doi":"https://doi.org/10.1109/qce65121.2025.00206","title":"Adaptive Non-Local Observable on Quantum Neural Networks","display_name":"Adaptive Non-Local Observable on Quantum Neural Networks","publication_year":2025,"publication_date":"2025-08-30","ids":{"openalex":"https://openalex.org/W4416873542","doi":"https://doi.org/10.1109/qce65121.2025.00206"},"language":null,"primary_location":{"id":"doi:10.1109/qce65121.2025.00206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce65121.2025.00206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Computing and Engineering (QCE)","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/A5100652782","display_name":"Hsin-Yi Lin","orcid":"https://orcid.org/0000-0001-5731-2353"},"institutions":[{"id":"https://openalex.org/I12524447","display_name":"Seton Hall University","ror":"https://ror.org/007tn5k56","country_code":"US","type":"education","lineage":["https://openalex.org/I12524447"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsin-Yi Lin","raw_affiliation_strings":["Seton Hall University,Department of Mathematics and Computer Science,South Orange NJ,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Seton Hall University,Department of Mathematics and Computer Science,South Orange NJ,USA","institution_ids":["https://openalex.org/I12524447"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034788095","display_name":"H. Eric Tseng","orcid":"https://orcid.org/0000-0001-9544-4226"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Huan-Hsin Tseng","raw_affiliation_strings":["Brookhaven National Laboratory,AI &#x0026; ML Department,Upton NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory,AI &#x0026; ML Department,Upton NY,USA","institution_ids":["https://openalex.org/I200870766"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021414038","display_name":"Samuel Yen-Chi Chen","orcid":"https://orcid.org/0000-0003-0114-4826"},"institutions":[{"id":"https://openalex.org/I166794780","display_name":"Wells Fargo (United States)","ror":"https://ror.org/037r2ff59","country_code":"US","type":"company","lineage":["https://openalex.org/I166794780"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Yen-Chi Chen","raw_affiliation_strings":["Wells Fargo,New York NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Wells Fargo,New York NY,USA","institution_ids":["https://openalex.org/I166794780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048176207","display_name":"Shinjae Yoo","orcid":"https://orcid.org/0000-0003-4378-6448"},"institutions":[{"id":"https://openalex.org/I200870766","display_name":"Brookhaven National Laboratory","ror":"https://ror.org/02ex6cf31","country_code":"US","type":"facility","lineage":["https://openalex.org/I1330989302","https://openalex.org/I200870766","https://openalex.org/I39565521","https://openalex.org/I4210142672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shinjae Yoo","raw_affiliation_strings":["Brookhaven National Laboratory,AI &#x0026; ML Department,Upton NY,USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Brookhaven National Laboratory,AI &#x0026; ML Department,Upton NY,USA","institution_ids":["https://openalex.org/I200870766"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5175,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93785822,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1884","last_page":"1893"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.7157999873161316,"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":0.7157999873161316,"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/T11804","display_name":"Quantum many-body systems","score":0.13349999487400055,"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"}},{"id":"https://openalex.org/T11206","display_name":"Model Reduction and Neural Networks","score":0.029500000178813934,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"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/observable","display_name":"Observable","score":0.826200008392334},{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5845000147819519},{"id":"https://openalex.org/keywords/hermitian-matrix","display_name":"Hermitian matrix","score":0.5616000294685364},{"id":"https://openalex.org/keywords/qubit","display_name":"Qubit","score":0.5152999758720398},{"id":"https://openalex.org/keywords/pauli-exclusion-principle","display_name":"Pauli exclusion principle","score":0.51419997215271},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4320000112056732},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.39570000767707825},{"id":"https://openalex.org/keywords/quantum-information","display_name":"Quantum information","score":0.3720000088214874},{"id":"https://openalex.org/keywords/quantum-system","display_name":"Quantum system","score":0.3653999865055084}],"concepts":[{"id":"https://openalex.org/C32848918","wikidata":"https://www.wikidata.org/wiki/Q845789","display_name":"Observable","level":2,"score":0.826200008392334},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5845000147819519},{"id":"https://openalex.org/C94940","wikidata":"https://www.wikidata.org/wiki/Q652941","display_name":"Hermitian matrix","level":2,"score":0.5616000294685364},{"id":"https://openalex.org/C203087015","wikidata":"https://www.wikidata.org/wiki/Q378201","display_name":"Qubit","level":3,"score":0.5152999758720398},{"id":"https://openalex.org/C110340908","wikidata":"https://www.wikidata.org/wiki/Q131594","display_name":"Pauli exclusion principle","level":2,"score":0.51419997215271},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4320000112056732},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42179998755455017},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.39570000767707825},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.37950000166893005},{"id":"https://openalex.org/C169699857","wikidata":"https://www.wikidata.org/wiki/Q2122243","display_name":"Quantum information","level":3,"score":0.3720000088214874},{"id":"https://openalex.org/C2778926657","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum system","level":3,"score":0.3653999865055084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.36149999499320984},{"id":"https://openalex.org/C137019171","wikidata":"https://www.wikidata.org/wiki/Q2623817","display_name":"Quantum algorithm","level":3,"score":0.3596000075340271},{"id":"https://openalex.org/C85856720","wikidata":"https://www.wikidata.org/wiki/Q900653","display_name":"Heisenberg picture","level":3,"score":0.3582000136375427},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.3458000123500824},{"id":"https://openalex.org/C186468114","wikidata":"https://www.wikidata.org/wiki/Q836478","display_name":"Quantum network","level":4,"score":0.3402999937534332},{"id":"https://openalex.org/C15706264","wikidata":"https://www.wikidata.org/wiki/Q230883","display_name":"Quantum state","level":3,"score":0.3310999870300293},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.3264000117778778},{"id":"https://openalex.org/C124148022","wikidata":"https://www.wikidata.org/wiki/Q2122210","display_name":"Quantum circuit","level":5,"score":0.32519999146461487},{"id":"https://openalex.org/C51003876","wikidata":"https://www.wikidata.org/wiki/Q1536431","display_name":"Quantum error correction","level":4,"score":0.31040000915527344},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.31029999256134033},{"id":"https://openalex.org/C15184713","wikidata":"https://www.wikidata.org/wiki/Q7269042","display_name":"Quantum dynamics","level":3,"score":0.3059000074863434},{"id":"https://openalex.org/C2779094486","wikidata":"https://www.wikidata.org/wiki/Q18811578","display_name":"Quantum machine learning","level":4,"score":0.3052000105381012},{"id":"https://openalex.org/C190474826","wikidata":"https://www.wikidata.org/wiki/Q2495111","display_name":"Open quantum system","level":3,"score":0.29679998755455017},{"id":"https://openalex.org/C201665358","wikidata":"https://www.wikidata.org/wiki/Q899196","display_name":"Heisenberg model","level":3,"score":0.2922999858856201},{"id":"https://openalex.org/C43682372","wikidata":"https://www.wikidata.org/wiki/Q7269080","display_name":"Quantum operation","level":4,"score":0.2912999987602234},{"id":"https://openalex.org/C11255438","wikidata":"https://www.wikidata.org/wiki/Q7269085","display_name":"Quantum process","level":4,"score":0.2906000018119812},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2883000075817108},{"id":"https://openalex.org/C58053490","wikidata":"https://www.wikidata.org/wiki/Q176555","display_name":"Quantum computer","level":3,"score":0.27880001068115234},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.26100000739097595},{"id":"https://openalex.org/C187486625","wikidata":"https://www.wikidata.org/wiki/Q2122176","display_name":"Quantum channel","level":4,"score":0.25769999623298645},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.25380000472068787},{"id":"https://openalex.org/C58849907","wikidata":"https://www.wikidata.org/wiki/Q2118982","display_name":"Quantum gate","level":4,"score":0.25110000371932983}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/qce65121.2025.00206","is_oa":false,"landing_page_url":"https://doi.org/10.1109/qce65121.2025.00206","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Quantum Computing and Engineering (QCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2084019889","https://openalex.org/W2112796928","https://openalex.org/W2161685427","https://openalex.org/W2257937122","https://openalex.org/W2275410481","https://openalex.org/W2562234976","https://openalex.org/W2755255888","https://openalex.org/W2790388700","https://openalex.org/W2896712926","https://openalex.org/W2931020703","https://openalex.org/W2949059721","https://openalex.org/W2949799464","https://openalex.org/W2954369586","https://openalex.org/W2971898467","https://openalex.org/W2980446414","https://openalex.org/W2995057155","https://openalex.org/W3045093737","https://openalex.org/W3111162498","https://openalex.org/W3116184205","https://openalex.org/W3121383614","https://openalex.org/W3136233239","https://openalex.org/W3168508484","https://openalex.org/W3173431334","https://openalex.org/W3196514226","https://openalex.org/W3207377511","https://openalex.org/W3214892380","https://openalex.org/W3217665308","https://openalex.org/W4213212652","https://openalex.org/W4221167764","https://openalex.org/W4229706427","https://openalex.org/W4286894975","https://openalex.org/W4313566505","https://openalex.org/W4319659240","https://openalex.org/W4372259985","https://openalex.org/W4385261005","https://openalex.org/W4389607983","https://openalex.org/W4399493235","https://openalex.org/W4400463031","https://openalex.org/W4402351602","https://openalex.org/W4406276699","https://openalex.org/W4410770879"],"related_works":[],"abstract_inverted_index":{"Conventional":[0],"Variational":[1],"Quantum":[2,6,130],"Circuits":[3],"(VQCs)":[4],"for":[5],"Machine":[7],"Learning":[8],"typically":[9],"rely":[10],"on":[11,111],"a":[12,60,74,122,129],"fixed":[13],"Hermitian":[14,47],"observable,":[15],"often":[16],"built":[17],"from":[18],"Pauli":[19],"operators.":[20],"Inspired":[21],"by":[22],"the":[23,36,40,63,78],"Heisenberg":[24,79],"picture,":[25],"we":[26,82],"propose":[27],"an":[28],"adaptive":[29],"non-local":[30,90,103],"measurement":[31,104],"framework":[32],"that":[33,53,69,84,115],"substantially":[34],"increases":[35],"model":[37],"complexity":[38],"of":[39,45,77],"quantum":[41],"circuits.":[42],"Our":[43],"introduction":[44],"dynamical":[46],"observables":[48,91],"with":[49,89],"evolving":[50],"parameters":[51],"shows":[52],"optimizing":[54],"VQC":[55],"rotations":[56,88],"corresponds":[57],"to":[58],"tracing":[59],"trajectory":[61],"in":[62],"observable":[64],"space.":[65],"This":[66],"viewpoint":[67],"reveals":[68],"standard":[70],"VQCs":[71],"are":[72,106],"merely":[73],"special":[75],"case":[76],"representation.":[80],"Furthermore,":[81],"show":[83],"properly":[85],"incorporating":[86],"variational":[87],"enhances":[92],"qubit":[93],"interaction":[94],"and":[95,108,125],"information":[96],"mixture,":[97],"admitting":[98],"flexible":[99],"circuit":[100],"designs.":[101],"Two":[102],"schemes":[105],"introduced,":[107],"numerical":[109],"simulations":[110],"classification":[112],"tasks":[113],"confirm":[114],"our":[116],"approach":[117,127],"outperforms":[118],"conventional":[119],"VQCs,":[120],"yielding":[121],"more":[123],"powerful":[124],"resource-efficient":[126],"as":[128],"Neural":[131],"Network.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-12-01T00:00:00"}
