{"id":"https://openalex.org/W7150843764","doi":"https://doi.org/10.1088/1361-6471/aebee7","title":"Applying self-organizing maps to nonresonant searches","display_name":"Applying self-organizing maps to nonresonant searches","publication_year":2026,"publication_date":"2026-11-06","ids":{"openalex":"https://openalex.org/W7150843764","doi":"https://doi.org/10.1088/1361-6471/aebee7"},"language":"en","primary_location":{"id":"doi:10.1088/1361-6471/aebee7","doi":"https://doi.org/10.1088/1361-6471/aebee7","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1361-6471/aebee7","pdf_url":"https://iopscience.iop.org/article/10.1088/1361-6471/aebee7/pdf","source":{"id":"https://openalex.org/S78376336","display_name":"Journal of Physics G Nuclear and Particle Physics","issn_l":"0954-3899","issn":["0954-3899","1361-6471"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics G: Nuclear and Particle Physics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://iopscience.iop.org/article/10.1088/1361-6471/aebee7/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133035062","display_name":"Vaidehi Tikhe","orcid":"https://orcid.org/0009-0006-2540-488X","observed_orcids":["https://orcid.org/0009-0006-2540-488X"]},"institutions":[{"id":"https://openalex.org/I181996519","display_name":"Indian Institute of Science Education and Research Pune","ror":"https://ror.org/028qa3n13","country_code":"IN","type":"education","lineage":["https://openalex.org/I181996519"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Vaidehi Satish Tikhe","raw_affiliation_strings":["Indian Institute of Science Education and Research Pune"],"raw_orcid":"https://orcid.org/0009-0006-2540-488X","affiliations":[{"raw_affiliation_string":"Indian Institute of Science Education and Research Pune","institution_ids":["https://openalex.org/I181996519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5133022322","display_name":"N. Kirutheeka","orcid":"https://orcid.org/0009-0007-8390-0168","observed_orcids":["https://orcid.org/0009-0007-8390-0168"]},"institutions":[{"id":"https://openalex.org/I288749910","display_name":"Indian Institute of Science Education and Research, Bhopal","ror":"https://ror.org/02rb21j89","country_code":"IN","type":"education","lineage":["https://openalex.org/I288749910"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"N Kirutheeka","raw_affiliation_strings":["Indian Institute of Science Education and Research (IISER)"],"raw_orcid":"https://orcid.org/0009-0007-8390-0168","affiliations":[{"raw_affiliation_string":"Indian Institute of Science Education and Research (IISER)","institution_ids":["https://openalex.org/I288749910"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5133057832","display_name":"Sourabh Dube","orcid":"https://orcid.org/0000-0002-5145-3777","observed_orcids":["https://orcid.org/0000-0002-5145-3777"]},"institutions":[{"id":"https://openalex.org/I288749910","display_name":"Indian Institute of Science Education and Research, Bhopal","ror":"https://ror.org/02rb21j89","country_code":"IN","type":"education","lineage":["https://openalex.org/I288749910"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sourabh Dube","raw_affiliation_strings":["Indian Institute of Science Education and Research (IISER)"],"raw_orcid":"https://orcid.org/0000-0002-5145-3777","affiliations":[{"raw_affiliation_string":"Indian Institute of Science Education and Research (IISER)","institution_ids":["https://openalex.org/I288749910"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5133035062"],"corresponding_institution_ids":["https://openalex.org/I181996519"],"apc_list":{"value":3325,"currency":"USD","value_usd":3325},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"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/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T10048","display_name":"Particle physics theoretical and experimental studies","score":0.9648000001907349,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy Physics"},"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/T10320","display_name":"Neural Networks and Applications","score":0.01140000019222498,"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/T11044","display_name":"Particle Detector Development and Performance","score":0.00419999985024333,"subfield":{"id":"https://openalex.org/subfields/3106","display_name":"Nuclear and High Energy 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/self-organizing-maps","display_name":"self-organizing maps","score":0.9990000128746033},{"id":"https://openalex.org/keywords/vector-like-leptons","display_name":"vector-like leptons","score":0.8989999890327454},{"id":"https://openalex.org/keywords/three-lepton-final-state","display_name":"three-lepton final states","score":0.9959999918937683},{"id":"https://openalex.org/keywords/clustering","display_name":"clustering","score":0.7310000061988831},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"supervised learning","score":0.9419999718666077},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"multi-class classification","score":0.7429999709129333},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9229999780654907}],"concepts":[{"id":"https://openalex.org/C135252773","wikidata":"https://www.wikidata.org/wiki/Q1567213","display_name":"Inverse problem","level":2,"score":0.645799994468689},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5831999778747559},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5361999869346619},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5329999923706055},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.46399998664855957},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.37619999051094055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3702999949455261},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.36739999055862427},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3546999990940094},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28369998931884766},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2831999957561493},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.26649999618530273},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.2508000135421753}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1088/1361-6471/aebee7","doi":"https://doi.org/10.1088/1361-6471/aebee7","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1361-6471/aebee7","pdf_url":"https://iopscience.iop.org/article/10.1088/1361-6471/aebee7/pdf","source":{"id":"https://openalex.org/S78376336","display_name":"Journal of Physics G Nuclear and Particle Physics","issn_l":"0954-3899","issn":["0954-3899","1361-6471"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics G: Nuclear and Particle Physics","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2604.02958","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2604.02958","pdf_url":"https://arxiv.org/pdf/2604.02958","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.2604.02958","doi":"https://doi.org/10.48550/arxiv.2604.02958","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.02958","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":"Preprint"}],"best_oa_location":{"id":"doi:10.1088/1361-6471/aebee7","doi":"https://doi.org/10.1088/1361-6471/aebee7","is_oa":true,"landing_page_url":"https://doi.org/10.1088/1361-6471/aebee7","pdf_url":"https://iopscience.iop.org/article/10.1088/1361-6471/aebee7/pdf","source":{"id":"https://openalex.org/S78376336","display_name":"Journal of Physics G Nuclear and Particle Physics","issn_l":"0954-3899","issn":["0954-3899","1361-6471"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","dongbi-c","jufo-2","ki-jl-1","norway-1","poland-100","russia-white-list-1"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Physics G: Nuclear and Particle Physics","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320327182","display_name":"Indian Institute of Science Education and Research Mohali","ror":"https://ror.org/01vztzd79"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7150843764.pdf","grobid_xml":"https://content.openalex.org/works/W7150843764.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4414143044","https://openalex.org/W2042129269","https://openalex.org/W2613878195","https://openalex.org/W4320915726","https://openalex.org/W2948449527","https://openalex.org/W2037434117","https://openalex.org/W2050843878","https://openalex.org/W4386815362","https://openalex.org/W2751324614","https://openalex.org/W3102377778"],"abstract_inverted_index":{"Abstract":[0],"An":[1],"excess":[2,39],"of":[3,32,69,74,81],"events":[4],"seen":[5],"in":[6,52,106,120],"a":[7,11,19,29,43,47,53,85],"nonresonant":[8],"search":[9,48],"at":[10],"collider":[12],"can":[13],"be":[14],"difficult":[15],"to":[16,18,36,40,57],"ascribe":[17],"specific":[20],"hypothesis":[21],"from":[22],"amongst":[23],"several":[24],"competing":[25],"ones.":[26],"We":[27,45,61,77,89],"explore":[28],"novel":[30],"approach":[31,64,83],"applying":[33],"self-organizing":[34,95],"maps":[35,71,96],"such":[37],"an":[38,63],"uniquely":[41],"identify":[42],"hypothesis.":[44],"use":[46],"for":[49],"vector-like":[50],"leptons":[51],"trilepton":[54],"final":[55],"state":[56],"outline":[58],"the":[59,66,79,92,107],"method.":[60],"define":[62],"combining":[65],"inherent":[67],"clustering":[68],"these":[70],"and":[72,109],"elements":[73],"supervised":[75],"learning.":[76],"compare":[78],"performance":[80],"this":[82],"with":[84],"multiclassifying":[86],"neural":[87],"network.":[88],"find":[90],"that":[91,113],"method":[93],"using":[94,101],"competes":[97],"well":[98],"(despite":[99],"not":[100],"any":[102,117],"standard":[103],"model":[104],"processes":[105],"training),":[108],"provides":[110],"additional":[111],"tools":[112],"would":[114],"help":[115],"characterize":[116],"observed":[118],"excesses":[119],"searches.":[121]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-04-07T00:00:00"}
