{"id":"https://openalex.org/W4281562017","doi":"https://doi.org/10.1088/2632-2153/acc726","title":"Quantum Kerr learning","display_name":"Quantum Kerr learning","publication_year":2023,"publication_date":"2023-03-23","ids":{"openalex":"https://openalex.org/W4281562017","doi":"https://doi.org/10.1088/2632-2153/acc726"},"language":"en","primary_location":{"id":"doi:10.1088/2632-2153/acc726","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acc726","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acc726/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acc726/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Junyu Liu","orcid":"https://orcid.org/0000-0003-1669-8039"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Junyu Liu","raw_affiliation_strings":["Chicago Quantum Exchange, Chicago, IL 60637, United States of America","Kadanoff Center for Theoretical Physics, The University of Chicago, Chicago, IL 60637, United States of America","Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL 60637, United States of America","qBraid Co., Harper Court 5235, Chicago, IL 60615, United States of America"],"affiliations":[{"raw_affiliation_string":"Chicago Quantum Exchange, Chicago, IL 60637, United States of America","institution_ids":[]},{"raw_affiliation_string":"Kadanoff Center for Theoretical Physics, The University of Chicago, Chicago, IL 60637, United States of America","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL 60637, United States of America","institution_ids":["https://openalex.org/I40347166"]},{"raw_affiliation_string":"qBraid Co., Harper Court 5235, Chicago, IL 60615, United States of America","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083844328","display_name":"Changchun Zhong","orcid":"https://orcid.org/0000-0001-6162-3672"},"institutions":[{"id":"https://openalex.org/I40347166","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28","country_code":"US","type":"education","lineage":["https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Changchun Zhong","raw_affiliation_strings":["Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL 60637, United States of America"],"affiliations":[{"raw_affiliation_string":"Pritzker School of Molecular Engineering, The University of Chicago, Chicago, IL 60637, United States of America","institution_ids":["https://openalex.org/I40347166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069712328","display_name":"Matthew Otten","orcid":"https://orcid.org/0000-0002-6522-5820"},"institutions":[{"id":"https://openalex.org/I200576644","display_name":"HRL Laboratories (United States)","ror":"https://ror.org/05p7te762","country_code":"US","type":"company","lineage":["https://openalex.org/I200576644"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Otten","raw_affiliation_strings":["HRL Laboratories, LLC, Malibu, CA 90265, United States of America"],"affiliations":[{"raw_affiliation_string":"HRL Laboratories, LLC, Malibu, CA 90265, United States of America","institution_ids":["https://openalex.org/I200576644"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Anirban Chandra","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]},{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anirban Chandra","raw_affiliation_strings":["Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","University of Illinois, Chicago, IL 60607, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","institution_ids":["https://openalex.org/I1282105669"]},{"raw_affiliation_string":"University of Illinois, Chicago, IL 60607, United States of America","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047848442","display_name":"Cristian L. Cortes","orcid":"https://orcid.org/0000-0002-1163-2981"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cristian L Cortes","raw_affiliation_strings":["Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052695871","display_name":"Chaoyang Ti","orcid":"https://orcid.org/0000-0001-6590-9133"},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chaoyang Ti","raw_affiliation_strings":["Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003622887","display_name":"Stephen K. Gray","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen K Gray","raw_affiliation_strings":["Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","institution_ids":["https://openalex.org/I1282105669"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063717638","display_name":"\u97e9\u65ed","orcid":null},"institutions":[{"id":"https://openalex.org/I1282105669","display_name":"Argonne National Laboratory","ror":"https://ror.org/05gvnxz63","country_code":"US","type":"facility","lineage":["https://openalex.org/I1282105669","https://openalex.org/I1330989302","https://openalex.org/I39565521","https://openalex.org/I40347166"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xu Han","raw_affiliation_strings":["Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Nanoscale Materials, Argonne National Laboratory, Lemont, IL 60439, United States of America","institution_ids":["https://openalex.org/I1282105669"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5063717638"],"corresponding_institution_ids":["https://openalex.org/I1282105669","https://openalex.org/I40347166"],"apc_list":{"value":1600,"currency":"GBP","value_usd":1962},"apc_paid":{"value":1600,"currency":"GBP","value_usd":1962},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00231983,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":"2","first_page":"025003","last_page":"025003"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10682","display_name":"Quantum Computing Algorithms and Architecture","score":0.8578000068664551,"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":0.8578000068664551,"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":0.03660000115633011,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.015599999576807022,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quantum","display_name":"Quantum","score":0.5539999604225159},{"id":"https://openalex.org/keywords/perturbation-theory","display_name":"Perturbation theory (quantum mechanics)","score":0.5425023436546326},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4557781219482422},{"id":"https://openalex.org/keywords/tangent","display_name":"Tangent","score":0.4446651041507721},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4416751265525818},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4203137755393982},{"id":"https://openalex.org/keywords/quantum-mechanics","display_name":"Quantum mechanics","score":0.3649422228336334},{"id":"https://openalex.org/keywords/statistical-physics","display_name":"Statistical physics","score":0.35704654455184937},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.35466769337654114},{"id":"https://openalex.org/keywords/theoretical-physics","display_name":"Theoretical physics","score":0.3374335765838623},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3355317711830139},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3317509591579437},{"id":"https://openalex.org/keywords/discrete-mathematics","display_name":"Discrete mathematics","score":0.18507149815559387},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.16751396656036377},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.10436910390853882}],"concepts":[{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.5539999604225159},{"id":"https://openalex.org/C174256460","wikidata":"https://www.wikidata.org/wiki/Q911364","display_name":"Perturbation theory (quantum mechanics)","level":2,"score":0.5425023436546326},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4557781219482422},{"id":"https://openalex.org/C138187205","wikidata":"https://www.wikidata.org/wiki/Q131251","display_name":"Tangent","level":2,"score":0.4446651041507721},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4416751265525818},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4203137755393982},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.3649422228336334},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.35704654455184937},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.35466769337654114},{"id":"https://openalex.org/C33332235","wikidata":"https://www.wikidata.org/wiki/Q18362","display_name":"Theoretical physics","level":1,"score":0.3374335765838623},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3355317711830139},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3317509591579437},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.18507149815559387},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.16751396656036377},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.10436910390853882}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1088/2632-2153/acc726","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acc726","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acc726/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2205.12004","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2205.12004","pdf_url":"https://arxiv.org/pdf/2205.12004","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:osti.gov:2349300","is_oa":true,"landing_page_url":"https://www.osti.gov/biblio/2349300","pdf_url":"https://www.osti.gov/servlets/purl/2349300","source":{"id":"https://openalex.org/S4306402487","display_name":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I139351228","host_organization_name":"Office of Scientific and Technical Information","host_organization_lineage":["https://openalex.org/I139351228"],"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":null},{"id":"pmh:oai:uchicago.tind.io:6261","is_oa":true,"landing_page_url":"http://knowledge.uchicago.edu/record/6261","pdf_url":null,"source":{"id":"https://openalex.org/S4306402460","display_name":"Knowledge@UChicago (University of Chicago)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I40347166","host_organization_name":"University of Chicago","host_organization_lineage":["https://openalex.org/I40347166"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://knowledge.uchicago.edu/record/6261","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:354afe7661934598a7641049330b83d9","is_oa":true,"landing_page_url":"https://doaj.org/article/354afe7661934598a7641049330b83d9","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Machine Learning: Science and Technology, Vol 4, Iss 2, p 025003 (2023)","raw_type":"article"},{"id":"doi:10.48550/arxiv.2205.12004","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2205.12004","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":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"doi:10.1088/2632-2153/acc726","is_oa":true,"landing_page_url":"https://doi.org/10.1088/2632-2153/acc726","pdf_url":"https://iopscience.iop.org/article/10.1088/2632-2153/acc726/pdf","source":{"id":"https://openalex.org/S4210200687","display_name":"Machine Learning Science and Technology","issn_l":"2632-2153","issn":["2632-2153"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320083","host_organization_name":"IOP Publishing","host_organization_lineage":["https://openalex.org/P4310320083","https://openalex.org/P4310311669"],"host_organization_lineage_names":["IOP Publishing","Institute of Physics"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning: Science and Technology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G315002814","display_name":null,"funder_award_id":"Q-NEXT","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G5600677258","display_name":null,"funder_award_id":"U.S. DOE","funder_id":"https://openalex.org/F4320306084","funder_display_name":"U.S. Department of Energy"},{"id":"https://openalex.org/G7908228807","display_name":null,"funder_award_id":"Molecular","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G8623470160","display_name":null,"funder_award_id":"AFOSR MURI","funder_id":"https://openalex.org/F4320338279","funder_display_name":"Air Force Office of Scientific Research"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306084","display_name":"U.S. Department of Energy","ror":"https://ror.org/01bj3aw27"},{"id":"https://openalex.org/F4320307762","display_name":"International Business Machines Corporation","ror":"https://ror.org/05hh8d621"},{"id":"https://openalex.org/F4320309626","display_name":"University of Chicago","ror":"https://ror.org/024mw5h28"},{"id":"https://openalex.org/F4320333591","display_name":"Multidisciplinary University Research Initiative","ror":null},{"id":"https://openalex.org/F4320337480","display_name":"Basic Energy Sciences","ror":"https://ror.org/05mg91w61"},{"id":"https://openalex.org/F4320338279","display_name":"Air Force Office of Scientific Research","ror":"https://ror.org/011e9bt93"},{"id":"https://openalex.org/F4320338281","display_name":"Army Research Office","ror":"https://ror.org/05epdh915"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4281562017.pdf","grobid_xml":"https://content.openalex.org/works/W4281562017.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1982899292","https://openalex.org/W2015811642","https://openalex.org/W2340995374","https://openalex.org/W2559394418","https://openalex.org/W2781738013","https://openalex.org/W2792315573","https://openalex.org/W2794444783","https://openalex.org/W2798434869","https://openalex.org/W2896712926","https://openalex.org/W2913953144","https://openalex.org/W2946032928","https://openalex.org/W3004965358","https://openalex.org/W3037741690","https://openalex.org/W3090365491","https://openalex.org/W3096003755","https://openalex.org/W3126329527","https://openalex.org/W3132743969","https://openalex.org/W3211028885","https://openalex.org/W3211718387","https://openalex.org/W4213235348","https://openalex.org/W4293835097","https://openalex.org/W6654181164","https://openalex.org/W6769099074","https://openalex.org/W6773742229"],"related_works":["https://openalex.org/W7331810","https://openalex.org/W7605406","https://openalex.org/W10155360","https://openalex.org/W4396623","https://openalex.org/W5157513","https://openalex.org/W8376440","https://openalex.org/W3980525","https://openalex.org/W2799863","https://openalex.org/W6535411","https://openalex.org/W4417256"],"abstract_inverted_index":{"Abstract":[0],"Quantum":[1],"machine":[2],"learning":[3,111],"is":[4],"a":[5,40],"rapidly":[6],"evolving":[7],"field":[8],"of":[9,64,81],"research":[10],"that":[11,39,74,106],"could":[12,77,97],"facilitate":[13],"important":[14],"applications":[15],"for":[16],"quantum":[17,75,109],"computing":[18],"and":[19,35,68,84],"also":[20],"significantly":[21],"impact":[22],"data-driven":[23],"sciences.":[24],"In":[25],"our":[26],"work,":[27],"based":[28,113],"on":[29,92,114],"various":[30],"arguments":[31],"from":[32],"complexity":[33],"theory":[34,63],"physics,":[36],"we":[37,72,88,101,107],"demonstrate":[38],"single":[41],"Kerr":[42,66,110],"mode":[43],"can":[44],"provide":[45],"some":[46],"\u2018quantum":[47],"enhancements\u2019":[48],"when":[49],"dealing":[50],"with":[51],"kernel-based":[52],"methods.":[53],"Using":[54],"kernel":[55,59],"properties,":[56],"neural":[57],"tangent":[58],"theory,":[60],"first-order":[61],"perturbation":[62],"the":[65],"non-linearity,":[67],"non-perturbative":[69],"numerical":[70],"simulations,":[71],"show":[73],"enhancements":[76],"happen":[78],"in":[79],"terms":[80],"convergence":[82],"time":[83],"generalization":[85],"error.":[86],"Furthermore,":[87],"make":[89],"explicit":[90],"indications":[91],"how":[93],"higher-dimensional":[94],"input":[95],"data":[96],"be":[98],"considered.":[99],"Finally,":[100],"propose":[102],"an":[103],"experimental":[104],"protocol,":[105],"call":[108],",":[112],"circuit":[115],"QED.":[116]},"counts_by_year":[],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2022-05-27T00:00:00"}