{"id":"https://openalex.org/W1975879978","doi":"https://doi.org/10.1587/elex.10.20130613","title":"A hybrid neural model for the characterization of a single layer SIW waveguide","display_name":"A hybrid neural model for the characterization of a single layer SIW waveguide","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1975879978","doi":"https://doi.org/10.1587/elex.10.20130613","mag":"1975879978"},"language":"en","primary_location":{"id":"doi:10.1587/elex.10.20130613","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.10.20130613","pdf_url":"https://www.jstage.jst.go.jp/article/elex/10/18/10_10.20130613/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.jstage.jst.go.jp/article/elex/10/18/10_10.20130613/_pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002732221","display_name":"Giandomenico Amendola","orcid":"https://orcid.org/0000-0001-7154-0248"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giandomenico Amendola","raw_affiliation_strings":["DEIS, University of Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIS, University of Calabria","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079758838","display_name":"Giovanni Angiulli","orcid":"https://orcid.org/0000-0002-3153-9338"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Giovanni Angiulli","raw_affiliation_strings":["DIIES, University Mediterranea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIIES, University Mediterranea","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061906674","display_name":"Emilio Arnieri","orcid":"https://orcid.org/0000-0003-2089-9757"},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emilio Arnieri","raw_affiliation_strings":["DEIS, University of Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIS, University of Calabria","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055967533","display_name":"Elnaz Abaei","orcid":null},"institutions":[{"id":"https://openalex.org/I45204951","display_name":"University of Calabria","ror":"https://ror.org/02rc97e94","country_code":"IT","type":"education","lineage":["https://openalex.org/I45204951"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Elnaz Abaei","raw_affiliation_strings":["DEIS, University of Calabria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DEIS, University of Calabria","institution_ids":["https://openalex.org/I45204951"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056305023","display_name":"Domenico De Carlo","orcid":"https://orcid.org/0000-0002-4821-7810"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Domenico De Carlo","raw_affiliation_strings":["DIIES, University Mediterranea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"DIIES, University Mediterranea","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.24,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5849054,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"10","issue":"18","first_page":"20130613","last_page":"20130613"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10262","display_name":"Microwave Engineering and Waveguides","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11175","display_name":"Gyrotron and Vacuum Electronics Research","score":0.998199999332428,"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/T11160","display_name":"Acoustic Wave Resonator Technologies","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7545018792152405},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.5941831469535828},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.564584493637085},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5478106737136841},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5336922407150269},{"id":"https://openalex.org/keywords/waveguide","display_name":"Waveguide","score":0.5334751009941101},{"id":"https://openalex.org/keywords/estimator","display_name":"Estimator","score":0.5238485336303711},{"id":"https://openalex.org/keywords/dispersion","display_name":"Dispersion (optics)","score":0.521593451499939},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.49857211112976074},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4908183515071869},{"id":"https://openalex.org/keywords/cutoff-frequency","display_name":"Cutoff frequency","score":0.47442856431007385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3866696059703827},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.32973751425743103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28173840045928955},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.20916032791137695},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18374061584472656},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.17015987634658813},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.12118440866470337},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11789992451667786}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7545018792152405},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.5941831469535828},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.564584493637085},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5478106737136841},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5336922407150269},{"id":"https://openalex.org/C200687136","wikidata":"https://www.wikidata.org/wiki/Q11233438","display_name":"Waveguide","level":2,"score":0.5334751009941101},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.5238485336303711},{"id":"https://openalex.org/C177562468","wikidata":"https://www.wikidata.org/wiki/Q182893","display_name":"Dispersion (optics)","level":2,"score":0.521593451499939},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.49857211112976074},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4908183515071869},{"id":"https://openalex.org/C6142545","wikidata":"https://www.wikidata.org/wiki/Q1455881","display_name":"Cutoff frequency","level":2,"score":0.47442856431007385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3866696059703827},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.32973751425743103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28173840045928955},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.20916032791137695},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18374061584472656},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.17015987634658813},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.12118440866470337},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11789992451667786},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1587/elex.10.20130613","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.10.20130613","pdf_url":"https://www.jstage.jst.go.jp/article/elex/10/18/10_10.20130613/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1587/elex.10.20130613","is_oa":true,"landing_page_url":"https://doi.org/10.1587/elex.10.20130613","pdf_url":"https://www.jstage.jst.go.jp/article/elex/10/18/10_10.20130613/_pdf","source":{"id":"https://openalex.org/S207433681","display_name":"IEICE Electronics Express","issn_l":"1349-2543","issn":["1349-2543","1349-9467"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4320800604","host_organization_name":"Institute of Electronics, Information and Communication Engineers","host_organization_lineage":["https://openalex.org/P4320800604"],"host_organization_lineage_names":["Institute of Electronics, Information and Communication Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEICE Electronics Express","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1975879978.pdf","grobid_xml":"https://content.openalex.org/works/W1975879978.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W1968326286","https://openalex.org/W1970525046","https://openalex.org/W2012198488","https://openalex.org/W2103274524","https://openalex.org/W2105627903","https://openalex.org/W2107730222","https://openalex.org/W2115628684","https://openalex.org/W2125974098","https://openalex.org/W2127646411","https://openalex.org/W2135244770","https://openalex.org/W2139881800","https://openalex.org/W2150321911","https://openalex.org/W2157745206","https://openalex.org/W2164575697","https://openalex.org/W2165981137"],"related_works":["https://openalex.org/W2036897913","https://openalex.org/W2542930731","https://openalex.org/W2364841304","https://openalex.org/W2091719514","https://openalex.org/W3003827815","https://openalex.org/W2790620885","https://openalex.org/W2076543106","https://openalex.org/W2071788733","https://openalex.org/W2027964184","https://openalex.org/W2912124250"],"abstract_inverted_index":{"In":[0],"this":[1,40],"work,":[2],"a":[3,21,44],"hybrid":[4],"neural":[5],"model":[6],"(HNM)":[7],"able":[8],"to":[9],"characterize":[10],"accurately":[11],"the":[12,16,31,36,57,63,84,87,90],"dispersion":[13,37],"behavior":[14],"of":[15,20,39,56,62,89],"fundamental":[17,64],"TE10":[18],"mode":[19],"single":[22],"layer":[23],"SIW":[24],"waveguide,":[25],"is":[26],"developed.":[27],"The":[28,66],"HNM":[29,69],"combines":[30],"analytical":[32],"expression":[33],"that":[34],"models":[35],"characteristics":[38],"guiding":[41],"structure,":[42],"with":[43,74],"Multi":[45],"Layer":[46],"Perceptron":[47],"Neural":[48],"Network":[49],"(MLPNN)":[50],"which":[51],"operates":[52],"as":[53],"an":[54],"estimator":[55],"cutoff":[58],"angular":[59],"frequency":[60],"\u03c9t":[61],"mode.":[65],"comparison":[67],"among":[68],"computations,":[70],"numerical":[71],"results":[72],"obtained":[73],"methods":[75],"proposed":[76,91],"in":[77],"literature":[78],"and":[79,86],"full-wave":[80],"data":[81],"validate":[82],"both":[83],"accuracy":[85],"effectiveness":[88],"approach.":[92]},"counts_by_year":[{"year":2020,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}