{"id":"https://openalex.org/W2954298317","doi":"https://doi.org/10.1103/physrevapplied.12.054026","title":"Recurrent Network Classifier for Ultrafast Skyrmion Dynamics","display_name":"Recurrent Network Classifier for Ultrafast Skyrmion Dynamics","publication_year":2019,"publication_date":"2019-11-12","ids":{"openalex":"https://openalex.org/W2954298317","doi":"https://doi.org/10.1103/physrevapplied.12.054026","mag":"2954298317"},"language":"en","primary_location":{"id":"doi:10.1103/physrevapplied.12.054026","doi":"https://doi.org/10.1103/physrevapplied.12.054026","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevapplied.12.054026","pdf_url":null,"source":{"id":"https://openalex.org/S2764453006","display_name":"Physical Review Applied","issn_l":"2331-7019","issn":["2331-7019","2331-7043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-2","norway-2"],"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 Applied","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://elar.urfu.ru/handle/10995/112281","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"A. Y. Deviatov","orcid":"https://orcid.org/0000-0003-1590-5884","observed_orcids":["https://orcid.org/0000-0003-1590-5884"]},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"A. Y. Deviatov","raw_affiliation_strings":["Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia"],"raw_orcid":"https://orcid.org/0000-0003-1590-5884","affiliations":[{"raw_affiliation_string":"Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"middle","author":{"id":null,"display_name":"I. A. Iakovlev","orcid":"https://orcid.org/0000-0001-6049-6499","observed_orcids":["https://orcid.org/0000-0001-6049-6499"]},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"I. A. Iakovlev","raw_affiliation_strings":["Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia"],"raw_orcid":"https://orcid.org/0000-0001-6049-6499","affiliations":[{"raw_affiliation_string":"Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"last","author":{"id":null,"display_name":"V. V. Mazurenko","orcid":"https://orcid.org/0000-0002-7392-180X","observed_orcids":["https://orcid.org/0000-0002-7392-180X"]},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"V. V. Mazurenko","raw_affiliation_strings":["Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia"],"raw_orcid":"https://orcid.org/0000-0002-7392-180X","affiliations":[{"raw_affiliation_string":"Theoretical Physics and Applied Mathematics Department, Ural Federal University, Mira Street 19, Ekaterinburg 620002, Russia","institution_ids":["https://openalex.org/I130823665"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I130823665"],"apc_list":null,"apc_paid":null,"fwci":0.6676,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.66661427,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"12","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10049","display_name":"Magnetic properties of thin films","score":0.9692000150680542,"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/T10049","display_name":"Magnetic properties of thin films","score":0.9692000150680542,"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":0.006099999882280827,"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/T10320","display_name":"Neural Networks and Applications","score":0.0015999999595806003,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/skyrmions","display_name":"skyrmions","score":0.9139999747276306},{"id":"https://openalex.org/keywords/skyrmion-dynamics","display_name":"skyrmion dynamics","score":0.9129999876022339},{"id":"https://openalex.org/keywords/recurrent-neural-networks","display_name":"recurrent neural networks","score":0.902999997138977},{"id":"https://openalex.org/keywords/spintronics","display_name":"spintronics","score":0.8849999904632568},{"id":"https://openalex.org/keywords/data-storage","display_name":"data storage","score":0.6700000166893005}],"concepts":[{"id":"https://openalex.org/C88020606","wikidata":"https://www.wikidata.org/wiki/Q1041630","display_name":"Skyrmion","level":2,"score":0.9211999773979187},{"id":"https://openalex.org/C178596936","wikidata":"https://www.wikidata.org/wiki/Q844471","display_name":"Ultrashort pulse","level":3,"score":0.7404000163078308},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.6517999768257141},{"id":"https://openalex.org/C145912823","wikidata":"https://www.wikidata.org/wiki/Q113558","display_name":"Dynamics (music)","level":2,"score":0.5565000176429749},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5073999762535095},{"id":"https://openalex.org/C55005982","wikidata":"https://www.wikidata.org/wiki/Q3902709","display_name":"Picosecond","level":3,"score":0.4472000002861023},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4472000002861023},{"id":"https://openalex.org/C84114770","wikidata":"https://www.wikidata.org/wiki/Q46344","display_name":"Quantum","level":2,"score":0.445499986410141},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4300999939441681},{"id":"https://openalex.org/C115260700","wikidata":"https://www.wikidata.org/wiki/Q11408","display_name":"Magnetic field","level":2,"score":0.4088999927043915},{"id":"https://openalex.org/C42704618","wikidata":"https://www.wikidata.org/wiki/Q910917","display_name":"Spin (aerodynamics)","level":2,"score":0.36230000853538513},{"id":"https://openalex.org/C121864883","wikidata":"https://www.wikidata.org/wiki/Q677916","display_name":"Statistical physics","level":1,"score":0.3564999997615814},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3433000147342682},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.33869999647140503},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.30869999527931213},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.30320000648498535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3028999865055084},{"id":"https://openalex.org/C68562976","wikidata":"https://www.wikidata.org/wiki/Q654081","display_name":"Spin network","level":5,"score":0.29280000925064087},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2815999984741211},{"id":"https://openalex.org/C2982945726","wikidata":"https://www.wikidata.org/wiki/Q844471","display_name":"Ultrafast optics","level":4,"score":0.26409998536109924},{"id":"https://openalex.org/C186633575","wikidata":"https://www.wikidata.org/wiki/Q845060","display_name":"Maxima and minima","level":2,"score":0.2603999972343445},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.25949999690055847}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1103/physrevapplied.12.054026","doi":"https://doi.org/10.1103/physrevapplied.12.054026","is_oa":false,"landing_page_url":"https://doi.org/10.1103/physrevapplied.12.054026","pdf_url":null,"source":{"id":"https://openalex.org/S2764453006","display_name":"Physical Review Applied","issn_l":"2331-7019","issn":["2331-7019","2331-7043"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-2","norway-2"],"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 Applied","raw_type":"journal-article"},{"id":"pmh:oai:elar.urfu.ru:10995/112281","doi":null,"is_oa":true,"landing_page_url":"http://elar.urfu.ru/handle/10995/112281","pdf_url":null,"source":{"id":"https://openalex.org/S4406922546","display_name":"Electronic Archive of Ural Federal University (ELAR UrFU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review Applied","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:1907.01814","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1907.01814","pdf_url":"https://arxiv.org/pdf/1907.01814","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":"doi:10.48550/arxiv.1907.01814","doi":"https://doi.org/10.48550/arxiv.1907.01814","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1907.01814","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":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:elar.urfu.ru:10995/112281","doi":null,"is_oa":true,"landing_page_url":"http://elar.urfu.ru/handle/10995/112281","pdf_url":null,"source":{"id":"https://openalex.org/S4406922546","display_name":"Electronic Archive of Ural Federal University (ELAR UrFU)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Physical Review Applied","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G7999443837","display_name":null,"funder_award_id":"18-12-00185","funder_id":"https://openalex.org/F4320324099","funder_display_name":"Russian Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320324099","display_name":"Russian Science Foundation","ror":"https://ror.org/03y2gwe85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2021017870","https://openalex.org/W2025162511","https://openalex.org/W2038561289","https://openalex.org/W2049883489","https://openalex.org/W2065333727","https://openalex.org/W2069364330","https://openalex.org/W2077502976","https://openalex.org/W2150355110","https://openalex.org/W2156257671","https://openalex.org/W2312741083","https://openalex.org/W2756000556","https://openalex.org/W2763109288","https://openalex.org/W2789590546","https://openalex.org/W2887167527","https://openalex.org/W2898009522","https://openalex.org/W2922622997","https://openalex.org/W2964239758","https://openalex.org/W4253319313"],"related_works":[],"abstract_inverted_index":{"Drowning":[0],"in":[1,26],"data:":[2],"Autonomous":[3],"classification":[4],"of":[5,23,62,78],"skyrmion":[6],"dynamics":[7],"is":[8,34,68],"important":[9],"for":[10,37],"creating":[11],"next-generation":[12],"data":[13,25],"storage,":[14],"spintronics,":[15],"and":[16],"quantum":[17],"technologies.":[18],"The":[19],"extremely":[20],"large":[21],"amount":[22],"experimental":[24],"this":[27,71],"field":[28],"cannot":[29],"be":[30],"processed":[31],"manually;":[32],"there":[33],"a":[35,63],"need":[36],"automation.":[38],"This":[39],"study":[40],"uses":[41],"an":[42],"artificial":[43],"recurrent":[44],"neural":[45],"network":[46],"to":[47],"classify":[48],"various":[49],"dynamical":[50],"processes":[51],"exhibited":[52],"by":[53],"skyrmions":[54],"(topologically":[55],"protected":[56],"spin":[57],"structures)":[58],"under":[59],"the":[60,76],"influence":[61],"picosecond":[64],"magnetic":[65],"pulse.":[66],"It":[67],"hoped":[69],"that":[70,80],"machine-learning":[72],"approach":[73],"will":[74],"speed":[75],"development":[77],"devices":[79],"use":[81],"skyrmions.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-09-29T14:09:16.559479","created_date":"2019-07-12T00:00:00"}
