{"id":"https://openalex.org/W4315497894","doi":"https://doi.org/10.3389/frai.2022.1116416","title":"Automatic classification of signal regions in 1H Nuclear Magnetic Resonance spectra","display_name":"Automatic classification of signal regions in 1H Nuclear Magnetic Resonance spectra","publication_year":2023,"publication_date":"2023-01-11","ids":{"openalex":"https://openalex.org/W4315497894","doi":"https://doi.org/10.3389/frai.2022.1116416","pmid":"https://pubmed.ncbi.nlm.nih.gov/36714208"},"language":"en","primary_location":{"id":"doi:10.3389/frai.2022.1116416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2022.1116416","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2022.1116416/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.frontiersin.org/articles/10.3389/frai.2022.1116416/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5019555597","display_name":"Giulia Fischetti","orcid":"https://orcid.org/0000-0002-2916-7678"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giulia Fischetti","raw_affiliation_strings":["Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy","institution_ids":["https://openalex.org/I149461666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108828548","display_name":"Nicolas Schmid","orcid":null},"institutions":[{"id":"https://openalex.org/I858936495","display_name":"ZHAW Zurich University of Applied Sciences","ror":"https://ror.org/05pmsvm27","country_code":"CH","type":"education","lineage":["https://openalex.org/I858936495"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Nicolas Schmid","raw_affiliation_strings":["Institute for Computational Science, Universit\u00e4t Z\u00fcrich (UZH), Zurich, Switzerland","Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Institute for Computational Science, Universit\u00e4t Z\u00fcrich (UZH), Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]},{"raw_affiliation_string":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland","institution_ids":["https://openalex.org/I858936495"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076592218","display_name":"Simon Bruderer","orcid":null},"institutions":[{"id":"https://openalex.org/I4210140314","display_name":"Bruker (Switzerland)","ror":"https://ror.org/04hqnrz12","country_code":"CH","type":"company","lineage":["https://openalex.org/I193170854","https://openalex.org/I4210140314"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon Bruderer","raw_affiliation_strings":["Bruker Schweiz AG, F\u00e4llanden, Switzerland"],"affiliations":[{"raw_affiliation_string":"Bruker Schweiz AG, F\u00e4llanden, Switzerland","institution_ids":["https://openalex.org/I4210140314"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082923475","display_name":"Guido Caldarelli","orcid":"https://orcid.org/0000-0001-9377-3616"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Guido Caldarelli","raw_affiliation_strings":["Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy","institution_ids":["https://openalex.org/I149461666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057798067","display_name":"Alessandro Scarso","orcid":"https://orcid.org/0000-0001-6114-9181"},"institutions":[{"id":"https://openalex.org/I149461666","display_name":"Ca' Foscari University of Venice","ror":"https://ror.org/04yzxz566","country_code":"IT","type":"education","lineage":["https://openalex.org/I149461666"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Scarso","raw_affiliation_strings":["Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy"],"affiliations":[{"raw_affiliation_string":"Dipartimento di Scienze Molecolari e Nanosistemi, Ca' Foscari Universit\u00e0 di Venezia, Venice, Italy","institution_ids":["https://openalex.org/I149461666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078745783","display_name":"Andreas Henrici","orcid":"https://orcid.org/0009-0008-5124-604X"},"institutions":[{"id":"https://openalex.org/I858936495","display_name":"ZHAW Zurich University of Applied Sciences","ror":"https://ror.org/05pmsvm27","country_code":"CH","type":"education","lineage":["https://openalex.org/I858936495"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Andreas Henrici","raw_affiliation_strings":["Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland","institution_ids":["https://openalex.org/I858936495"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000104144","display_name":"D. Wilhelm","orcid":"https://orcid.org/0000-0001-5109-9803"},"institutions":[{"id":"https://openalex.org/I858936495","display_name":"ZHAW Zurich University of Applied Sciences","ror":"https://ror.org/05pmsvm27","country_code":"CH","type":"education","lineage":["https://openalex.org/I858936495"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Dirk Wilhelm","raw_affiliation_strings":["Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften (ZHAW), Zurich, Switzerland","institution_ids":["https://openalex.org/I858936495"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5019555597"],"corresponding_institution_ids":["https://openalex.org/I149461666"],"apc_list":{"value":1150,"currency":"USD","value_usd":1150},"apc_paid":{"value":1150,"currency":"USD","value_usd":1150},"fwci":1.4808,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.78756244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"5","issue":null,"first_page":"1116416","last_page":"1116416"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12748","display_name":"Molecular spectroscopy and chirality","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12748","display_name":"Molecular spectroscopy and chirality","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10836","display_name":"Metabolomics and Mass Spectrometry Studies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/spectral-line","display_name":"Spectral line","score":0.654571533203125},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6139519214630127},{"id":"https://openalex.org/keywords/nuclear-magnetic-resonance","display_name":"Nuclear magnetic resonance","score":0.608974039554596},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.608821451663971},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5844094753265381},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.570221483707428},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4738733470439911},{"id":"https://openalex.org/keywords/characterization","display_name":"Characterization (materials science)","score":0.4526219367980957},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4408166706562042},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.38792967796325684},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2958996891975403},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.21559029817581177},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08365941047668457},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.08070284128189087}],"concepts":[{"id":"https://openalex.org/C4839761","wikidata":"https://www.wikidata.org/wiki/Q212111","display_name":"Spectral line","level":2,"score":0.654571533203125},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6139519214630127},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.608974039554596},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.608821451663971},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5844094753265381},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.570221483707428},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4738733470439911},{"id":"https://openalex.org/C2780841128","wikidata":"https://www.wikidata.org/wiki/Q5073781","display_name":"Characterization (materials science)","level":2,"score":0.4526219367980957},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4408166706562042},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.38792967796325684},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2958996891975403},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.21559029817581177},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08365941047668457},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.08070284128189087},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3389/frai.2022.1116416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2022.1116416","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2022.1116416/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},{"id":"pmid:36714208","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36714208","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in artificial intelligence","raw_type":null},{"id":"pmh:oai:iris.unive.it:10278/5012069","is_oa":true,"landing_page_url":"https://hdl.handle.net/10278/5012069","pdf_url":"https://iris.unive.it/bitstream/10278/5012069/1/frai-05-1116416.pdf","source":{"id":"https://openalex.org/S4306402336","display_name":"ARCA (Universit\u00e0 Ca' Foscari Venezia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149461666","host_organization_name":"Ca' Foscari University of Venice","host_organization_lineage":["https://openalex.org/I149461666"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9874632","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9874632","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9874632/pdf/frai-05-1116416.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"Front Artif Intell","raw_type":"Text"},{"id":"pmh:oai:digitalcollection.zhaw.ch:11475/26698","is_oa":true,"landing_page_url":"https://digitalcollection.zhaw.ch/handle/11475/26698","pdf_url":null,"source":{"id":"https://openalex.org/S4306401810","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften digital collection (Zurich University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200744771","host_organization_name":"ZHAW Zurich University of Applied Sciences","host_organization_lineage":["https://openalex.org/I200744771"],"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":"Text"},{"id":"pmh:oai:doaj.org/article:62ec030056664e5b8bd457668fae816e","is_oa":true,"landing_page_url":"https://doaj.org/article/62ec030056664e5b8bd457668fae816e","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":"Frontiers in Artificial Intelligence, Vol 5 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3389/frai.2022.1116416","is_oa":true,"landing_page_url":"https://doi.org/10.3389/frai.2022.1116416","pdf_url":"https://www.frontiersin.org/articles/10.3389/frai.2022.1116416/pdf","source":{"id":"https://openalex.org/S4210197006","display_name":"Frontiers in Artificial Intelligence","issn_l":"2624-8212","issn":["2624-8212"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320527","host_organization_name":"Frontiers Media","host_organization_lineage":["https://openalex.org/P4310320527"],"host_organization_lineage_names":["Frontiers Media"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Frontiers in Artificial Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337269","display_name":"Z\u00fcrcher Hochschule f\u00fcr Angewandte Wissenschaften","ror":"https://ror.org/05pmsvm27"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4315497894.pdf"},"referenced_works_count":46,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1499303660","https://openalex.org/W1555195381","https://openalex.org/W1593532658","https://openalex.org/W1600744878","https://openalex.org/W1975947961","https://openalex.org/W2018009790","https://openalex.org/W2023056528","https://openalex.org/W2034206541","https://openalex.org/W2039392393","https://openalex.org/W2046747032","https://openalex.org/W2054078257","https://openalex.org/W2054450965","https://openalex.org/W2059914638","https://openalex.org/W2065669499","https://openalex.org/W2070084058","https://openalex.org/W2093934432","https://openalex.org/W2097117768","https://openalex.org/W2143009616","https://openalex.org/W2194775991","https://openalex.org/W2262766247","https://openalex.org/W2330219538","https://openalex.org/W2588293649","https://openalex.org/W2919115771","https://openalex.org/W2921982517","https://openalex.org/W2948822151","https://openalex.org/W2959135669","https://openalex.org/W2963037989","https://openalex.org/W2972243934","https://openalex.org/W2998974499","https://openalex.org/W3014998807","https://openalex.org/W3017361427","https://openalex.org/W3043995050","https://openalex.org/W3092009796","https://openalex.org/W3106769307","https://openalex.org/W3110770815","https://openalex.org/W3179186861","https://openalex.org/W3180597373","https://openalex.org/W3196571138","https://openalex.org/W3203932070","https://openalex.org/W3212686247","https://openalex.org/W4306670593","https://openalex.org/W4311088073","https://openalex.org/W6674914833","https://openalex.org/W6776167639","https://openalex.org/W6825665990"],"related_works":["https://openalex.org/W3107994849","https://openalex.org/W4247143848","https://openalex.org/W2735573198","https://openalex.org/W2009883749","https://openalex.org/W29442446","https://openalex.org/W1483407203","https://openalex.org/W330727063","https://openalex.org/W4206825956","https://openalex.org/W2027794350","https://openalex.org/W2015238087"],"abstract_inverted_index":{"The":[0],"identification":[1],"and":[2,22,41,82],"characterization":[3],"of":[4,24,43,59,89],"signal":[5,79],"regions":[6,80],"in":[7,19,45,69],"Nuclear":[8],"Magnetic":[9],"Resonance":[10],"(NMR)":[11],"spectra":[12],"is":[13],"a":[14,31,56],"challenging":[15],"but":[16],"crucial":[17],"phase":[18],"the":[20,66,70,95],"analysis":[21],"determination":[23],"complex":[25],"chemical":[26],"compounds.":[27],"Here,":[28],"we":[29],"present":[30],"novel":[32],"supervised":[33],"deep":[34,50],"learning":[35],"approach":[36],"to":[37],"perform":[38],"automatic":[39],"detection":[40],"classification":[42,84],"multiplets":[44],"<sup>1</sup>H":[46,103],"NMR":[47,104],"spectra.":[48,105],"Our":[49],"neural":[51],"network":[52,96],"was":[53],"trained":[54],"on":[55,100],"large":[57],"number":[58],"synthetic":[60],"spectra,":[61],"with":[62],"complete":[63],"control":[64],"over":[65],"features":[67],"represented":[68],"samples.":[71],"We":[72,92],"show":[73],"that":[74,94],"our":[75],"model":[76],"can":[77],"detect":[78],"effectively":[81],"minimize":[83],"errors":[85],"between":[86],"different":[87],"types":[88],"resonance":[90],"patterns.":[91],"demonstrate":[93],"generalizes":[97],"remarkably":[98],"well":[99],"real":[101],"experimental":[102]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":4}],"updated_date":"2026-03-27T14:29:43.386196","created_date":"2025-10-10T00:00:00"}