{"id":"https://openalex.org/W4396734079","doi":"https://doi.org/10.1103/physrevb.109.195125","title":"Machine learning the Kondo entanglement cloud from local measurements","display_name":"Machine learning the Kondo entanglement cloud from local measurements","publication_year":2024,"publication_date":"2024-05-08","ids":{"openalex":"https://openalex.org/W4396734079","doi":"https://doi.org/10.1103/physrevb.109.195125"},"language":"en","primary_location":{"id":"doi:10.1103/physrevb.109.195125","doi":"https://doi.org/10.1103/physrevb.109.195125","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevb.109.195125","pdf_url":null,"source":{"id":"https://openalex.org/S4210237713","display_name":"Physical review. B./Physical review. B","issn_l":"2469-9950","issn":["2469-9950","2469-9969","2469-9977"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320261","host_organization_name":"American Physical Society","host_organization_lineage":["https://openalex.org/P4310320261"],"host_organization_lineage_names":["American Physical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review B","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2311.07253","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046210902","display_name":"Faluke Aikebaier","orcid":"https://orcid.org/0000-0002-0828-8788","observed_orcids":["https://orcid.org/0000-0002-0828-8788"]},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I2800229700","display_name":"Helsinki Institute of Physics","ror":"https://ror.org/01x2x1522","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I2800229700","https://openalex.org/I63548447","https://openalex.org/I94722563","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I4387153886","display_name":"University of Tampere","ror":"https://ror.org/05p6qqk79","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]},{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Faluke Aikebaier","raw_affiliation_strings":["Aalto University","Faculty of Engineering and Natural Sciences","Helsinki Institute of Physics","Computational Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, FI-33014 Tampere, Finland","Department of Applied Physics, Aalto University, 00076 Espoo, Finland","Helsinki Institute of Physics, P.O. Box 64, FI-00014, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0828-8788","affiliations":[{"raw_affiliation_string":"Aalto University","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences","institution_ids":[]},{"raw_affiliation_string":"Helsinki Institute of Physics","institution_ids":["https://openalex.org/I2800229700"]},{"raw_affiliation_string":"Computational Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, FI-33014 Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]},{"raw_affiliation_string":"Department of Applied Physics, Aalto University, 00076 Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Helsinki Institute of Physics, P.O. Box 64, FI-00014, Finland","institution_ids":["https://openalex.org/I2800229700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048119948","display_name":"Teemu Ojanen","orcid":"https://orcid.org/0000-0003-3298-1424","observed_orcids":["https://orcid.org/0000-0003-3298-1424"]},"institutions":[{"id":"https://openalex.org/I166825849","display_name":"Tampere University","ror":"https://ror.org/033003e23","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849"]},{"id":"https://openalex.org/I2800229700","display_name":"Helsinki Institute of Physics","ror":"https://ror.org/01x2x1522","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I2800229700","https://openalex.org/I63548447","https://openalex.org/I94722563","https://openalex.org/I9927081"]},{"id":"https://openalex.org/I4387153886","display_name":"University of Tampere","ror":"https://ror.org/05p6qqk79","country_code":"FI","type":"education","lineage":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Teemu Ojanen","raw_affiliation_strings":["Faculty of Engineering and Natural Sciences","Helsinki Institute of Physics","Computational Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, FI-33014 Tampere, Finland","Helsinki Institute of Physics, P.O. Box 64, FI-00014, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Natural Sciences","institution_ids":[]},{"raw_affiliation_string":"Helsinki Institute of Physics","institution_ids":["https://openalex.org/I2800229700"]},{"raw_affiliation_string":"Computational Physics Laboratory, Physics Unit, Faculty of Engineering and Natural Sciences, Tampere University, FI-33014 Tampere, Finland","institution_ids":["https://openalex.org/I166825849","https://openalex.org/I4387153886"]},{"raw_affiliation_string":"Helsinki Institute of Physics, P.O. Box 64, FI-00014, Finland","institution_ids":["https://openalex.org/I2800229700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026208796","display_name":"Jos\u00e9 Luis Lado","orcid":"https://orcid.org/0000-0002-9916-1589","observed_orcids":["https://orcid.org/0000-0002-9916-1589"]},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jose L. Lado","raw_affiliation_strings":["Aalto University","Department of Applied Physics, Aalto University, 00076 Espoo, Finland"],"raw_orcid":"https://orcid.org/0000-0002-9916-1589","affiliations":[{"raw_affiliation_string":"Aalto University","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Department of Applied Physics, Aalto University, 00076 Espoo, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4193,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80544268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"109","issue":"19","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.7182999849319458,"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"}},"topics":[{"id":"https://openalex.org/T11804","display_name":"Quantum many-body systems","score":0.7182999849319458,"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/T10382","display_name":"Quantum and electron transport phenomena","score":0.23960000276565552,"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/T10681","display_name":"Rare-earth and actinide compounds","score":0.01730000041425228,"subfield":{"id":"https://openalex.org/subfields/3104","display_name":"Condensed Matter 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/kondo-effect","display_name":"Kondo effect","score":0.9259999990463257},{"id":"https://openalex.org/keywords/quantum-entanglement","display_name":"quantum entanglement","score":0.703000009059906},{"id":"https://openalex.org/keywords/magnetic-impurities","display_name":"magnetic impurities","score":0.7490000128746033},{"id":"https://openalex.org/keywords/machine-learning-reconstruction","display_name":"machine learning reconstruction","score":0.6200000047683716}],"concepts":[{"id":"https://openalex.org/C121040770","wikidata":"https://www.wikidata.org/wiki/Q215675","display_name":"Quantum entanglement","level":3,"score":0.8381672501564026},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.7281049489974976},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4153619408607483},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.39710545539855957},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.2630401849746704},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.0987517237663269},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1103/physrevb.109.195125","doi":"https://doi.org/10.1103/physrevb.109.195125","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevb.109.195125","pdf_url":null,"source":{"id":"https://openalex.org/S4210237713","display_name":"Physical review. B./Physical review. B","issn_l":"2469-9950","issn":["2469-9950","2469-9969","2469-9977"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320261","host_organization_name":"American Physical Society","host_organization_lineage":["https://openalex.org/P4310320261"],"host_organization_lineage_names":["American Physical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review B","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2311.07253","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.07253","pdf_url":"https://arxiv.org/pdf/2311.07253","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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:aaltodoc.aalto.fi:123456789/127746","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/abs/2311.07253","pdf_url":null,"source":{"id":"https://openalex.org/S4306401662","display_name":"Aaltodoc (Aalto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I9927081","host_organization_name":"Aalto University","host_organization_lineage":["https://openalex.org/I9927081"],"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":"info:eu-repo/semantics/article"},{"id":"pmh:oai:trepo.tuni.fi:10024/211968","doi":null,"is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/211968","pdf_url":null,"source":{"id":"https://openalex.org/S4306401860","display_name":"Tampere University Institutional Repository (Tampere University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I150589677","host_organization_name":"Tampere University of Applied Sciences","host_organization_lineage":["https://openalex.org/I150589677"],"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":"publishedVersion"},{"id":"doi:10.48550/arxiv.2311.07253","doi":"https://doi.org/10.48550/arxiv.2311.07253","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2311.07253","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2311.07253","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2311.07253","pdf_url":"https://arxiv.org/pdf/2311.07253","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G3106785557","display_name":"Designer topological matter","funder_award_id":"331094","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7346789156","display_name":null,"funder_award_id":"358088","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G7471405034","display_name":"Engineering fractional quantum matter in twisted van der Waals materials","funder_award_id":"331342","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322282","display_name":"Jane ja Aatos Erkon S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/03vxy9y38"},{"id":"https://openalex.org/F4320322400","display_name":"Magnus Ehrnroothin S\u00e4\u00e4ti\u00f6","ror":"https://ror.org/02cdzet69"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4396734079.pdf","grobid_xml":"https://content.openalex.org/works/W4396734079.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W942596684","https://openalex.org/W1569989917","https://openalex.org/W1581231885","https://openalex.org/W1813665515","https://openalex.org/W1973970619","https://openalex.org/W1981797247","https://openalex.org/W1982865432","https://openalex.org/W1991407586","https://openalex.org/W2002633431","https://openalex.org/W2006573632","https://openalex.org/W2007784408","https://openalex.org/W2014209007","https://openalex.org/W2021751658","https://openalex.org/W2023535428","https://openalex.org/W2028058191","https://openalex.org/W2035780524","https://openalex.org/W2037066504","https://openalex.org/W2037768897","https://openalex.org/W2046339734","https://openalex.org/W2066583424","https://openalex.org/W2070769783","https://openalex.org/W2081450391","https://openalex.org/W2086255422","https://openalex.org/W2091941614","https://openalex.org/W2093183442","https://openalex.org/W2093835792","https://openalex.org/W2101569430","https://openalex.org/W2102405731","https://openalex.org/W2103018629","https://openalex.org/W2124143919","https://openalex.org/W2148016544","https://openalex.org/W2248486330","https://openalex.org/W2295124130","https://openalex.org/W2513003974","https://openalex.org/W2593434504","https://openalex.org/W2594628472","https://openalex.org/W2597208492","https://openalex.org/W2619617014","https://openalex.org/W2782726627","https://openalex.org/W2793401975","https://openalex.org/W2954118811","https://openalex.org/W3004838521","https://openalex.org/W3011996111","https://openalex.org/W3036863718","https://openalex.org/W3045710579","https://openalex.org/W3046632927","https://openalex.org/W3047824577","https://openalex.org/W3106400236","https://openalex.org/W3116523642","https://openalex.org/W3129566336","https://openalex.org/W3134897006","https://openalex.org/W3175318158","https://openalex.org/W3211288905","https://openalex.org/W4212975232","https://openalex.org/W4230199816","https://openalex.org/W4247450603","https://openalex.org/W4282963711","https://openalex.org/W4296448550","https://openalex.org/W4296836560","https://openalex.org/W4366165989","https://openalex.org/W4386069995","https://openalex.org/W4388048306","https://openalex.org/W4390658483"],"related_works":["https://openalex.org/W2091140498","https://openalex.org/W4391316265","https://openalex.org/W7097354685","https://openalex.org/W4394973389","https://openalex.org/W4366165989","https://openalex.org/W2951789511","https://openalex.org/W1996152367","https://openalex.org/W2573417057","https://openalex.org/W1701631504","https://openalex.org/W2101569430"],"abstract_inverted_index":{"A":[0],"quantum":[1,29,34],"coherent":[2],"screening":[3,38],"cloud":[4,39],"around":[5],"a":[6,49,90],"magnetic":[7],"impurity":[8,67],"in":[9,28,62,86,89,132],"metallic":[10],"systems":[11],"is":[12,120],"the":[13,16,21,25,31,37,58,63,66,81,103,133,141],"hallmark":[14],"of":[15,24,33,36,65,80,106,135],"antiferromagnetic":[17],"Kondo":[18,26,92,124],"effect.":[19],"Despite":[20],"central":[22],"role":[23],"effect":[27],"materials,":[30],"structure":[32],"correlations":[35],"has":[40],"defied":[41],"direct":[42],"observations.":[43],"In":[44],"this":[45],"work,":[46],"we":[47,128],"introduce":[48],"machine-learning":[50,99,118,143],"algorithm":[51,119],"that":[52,75,116],"allows":[53,101],"one":[54],"to":[55,145],"spatially":[56],"map":[57,146],"entangled":[59],"electronic":[60],"modes":[61],"vicinity":[64],"site":[68],"from":[69,149],"experimentally":[70],"accessible":[71],"data.":[72],"We":[73,114],"demonstrate":[74],"local":[76,82],"correlators":[77,110],"allow":[78],"reconstruction":[79],"many-body":[83,147],"correlation":[84],"entropy":[85],"real":[87],"space":[88],"double":[91],"system":[93,125],"with":[94,111],"overlapping":[95],"entanglement":[96,148],"clouds.":[97],"Our":[98,138],"methodology":[100],"bypassing":[102],"typical":[104],"requirement":[105],"measuring":[107],"long-range":[108],"nonlocal":[109],"conventional":[112],"methods.":[113],"show":[115,129],"our":[117],"transferable":[121],"between":[122],"different":[123],"sizes,":[126],"and":[127],"its":[130],"robustness":[131],"presence":[134],"noisy":[136],"correlators.":[137],"work":[139],"establishes":[140],"potential":[142],"methods":[144],"real-space":[150],"measurements.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-03T10:50:19.383937","created_date":"2024-05-09T00:00:00"}
