{"id":"https://openalex.org/W2978660311","doi":"https://doi.org/10.1109/ijcnn.2019.8852178","title":"Hybrid Model for Cavitation Noise Spectra Prediction","display_name":"Hybrid Model for Cavitation Noise Spectra Prediction","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2978660311","doi":"https://doi.org/10.1109/ijcnn.2019.8852178","mag":"2978660311"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2019.8852178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5033358562","display_name":"Francesca Cipollini","orcid":"https://orcid.org/0000-0003-1170-1374"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesca Cipollini","raw_affiliation_strings":["DIBRIS, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010144170","display_name":"Fabiana Miglianti","orcid":null},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabiana Miglianti","raw_affiliation_strings":["DITEN, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045802198","display_name":"Luca Oneto","orcid":"https://orcid.org/0000-0002-8445-395X"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Oneto","raw_affiliation_strings":["DIBRIS, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DIBRIS, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056549026","display_name":"Giorgio Tani","orcid":"https://orcid.org/0000-0002-9471-6338"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giorgio Tani","raw_affiliation_strings":["DITEN, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102796415","display_name":"Michele Viviani","orcid":"https://orcid.org/0000-0001-6212-1586"},"institutions":[{"id":"https://openalex.org/I83816512","display_name":"University of Genoa","ror":"https://ror.org/0107c5v14","country_code":"IT","type":"education","lineage":["https://openalex.org/I83816512"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michele Viviani","raw_affiliation_strings":["DITEN, University of Genoa, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"DITEN, University of Genoa, Genoa, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5033358562"],"corresponding_institution_ids":["https://openalex.org/I83816512"],"apc_list":null,"apc_paid":null,"fwci":0.1806,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.48177732,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"28","issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11202","display_name":"Cavitation Phenomena in Pumps","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T11220","display_name":"Water Systems and Optimization","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11698","display_name":"Underwater Acoustics Research","score":0.9799000024795532,"subfield":{"id":"https://openalex.org/subfields/1910","display_name":"Oceanography"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/propeller","display_name":"Propeller","score":0.80027174949646},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.7020746469497681},{"id":"https://openalex.org/keywords/cavitation","display_name":"Cavitation","score":0.6941070556640625},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.5825914740562439},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5692248940467834},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5633847713470459},{"id":"https://openalex.org/keywords/underwater","display_name":"Underwater","score":0.5305745005607605},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5135898590087891},{"id":"https://openalex.org/keywords/experimental-data","display_name":"Experimental data","score":0.4111870527267456},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.38804471492767334},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.28232431411743164},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22254616022109985},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13877198100090027},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1190136969089508},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11111566424369812},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.09225666522979736}],"concepts":[{"id":"https://openalex.org/C80055088","wikidata":"https://www.wikidata.org/wiki/Q205451","display_name":"Propeller","level":2,"score":0.80027174949646},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.7020746469497681},{"id":"https://openalex.org/C207057113","wikidata":"https://www.wikidata.org/wiki/Q201666","display_name":"Cavitation","level":2,"score":0.6941070556640625},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.5825914740562439},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5692248940467834},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5633847713470459},{"id":"https://openalex.org/C98083399","wikidata":"https://www.wikidata.org/wiki/Q3246517","display_name":"Underwater","level":2,"score":0.5305745005607605},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5135898590087891},{"id":"https://openalex.org/C55037315","wikidata":"https://www.wikidata.org/wiki/Q5421151","display_name":"Experimental data","level":2,"score":0.4111870527267456},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.38804471492767334},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.28232431411743164},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22254616022109985},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13877198100090027},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1190136969089508},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11111566424369812},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.09225666522979736},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2019.8852178","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2019.8852178","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:iris.unige.it:11567/981970","is_oa":false,"landing_page_url":"http://hdl.handle.net/11567/981970","pdf_url":null,"source":{"id":"https://openalex.org/S4377196291","display_name":"CINECA IRIS Institutial Research Information System (University of Genoa)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I83816512","host_organization_name":"University of Genoa","host_organization_lineage":["https://openalex.org/I83816512"],"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":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life below water","id":"https://metadata.un.org/sdg/14","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W607505555","https://openalex.org/W1510073064","https://openalex.org/W1540155273","https://openalex.org/W1576943098","https://openalex.org/W1587078375","https://openalex.org/W1680392829","https://openalex.org/W2034365297","https://openalex.org/W2039346833","https://openalex.org/W2043754818","https://openalex.org/W2065180801","https://openalex.org/W2088955842","https://openalex.org/W2133324003","https://openalex.org/W2143104527","https://openalex.org/W2148603752","https://openalex.org/W2186516054","https://openalex.org/W2317435920","https://openalex.org/W2502507156","https://openalex.org/W2563022518","https://openalex.org/W2580883289","https://openalex.org/W2588081979","https://openalex.org/W2609033706","https://openalex.org/W2769633770","https://openalex.org/W2793609653","https://openalex.org/W2799753289","https://openalex.org/W2800383835","https://openalex.org/W2913340405","https://openalex.org/W2914898463","https://openalex.org/W2915360345","https://openalex.org/W2998216295","https://openalex.org/W4236362309","https://openalex.org/W4254721730","https://openalex.org/W4285719527","https://openalex.org/W6637386731","https://openalex.org/W6679927421","https://openalex.org/W6686457152","https://openalex.org/W6732519586","https://openalex.org/W6745651041","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W67232056","https://openalex.org/W4205230296","https://openalex.org/W2273522490","https://openalex.org/W2965566260","https://openalex.org/W654271579","https://openalex.org/W2371860547","https://openalex.org/W2369540071","https://openalex.org/W1984243985","https://openalex.org/W578811019","https://openalex.org/W2056070594"],"abstract_inverted_index":{"In":[0,24,163],"the":[1,45,54,59,74,83,102,126,130,149,153,161,166,173,185,189,192,214,217,220],"latest":[2],"years,":[3],"models":[4],"combining":[5],"physical":[6,150,186],"knowledge":[7,187],"of":[8,16,36,76,129,175,188,219],"a":[9,88,145,169],"phenomenon":[10,155],"and":[11,116,191,216],"statistical":[12],"inference":[13],"are":[14,52,65,113],"becoming":[15],"much":[17],"interest":[18],"in":[19,105,125,141,204],"many":[20],"real":[21,193,210],"world":[22],"applications.":[23],"this":[25,164],"context,":[26],"ship":[27,92],"propeller":[28,46,177],"underwater":[29,178],"radiated":[30,179],"noise":[31,61],"is":[32,96,119],"an":[33],"interesting":[34,78],"field":[35],"application":[37],"for":[38,90,172],"these":[39,136],"so-called":[40],"hybrid":[41,170],"models,":[42],"especially":[43],"when":[44],"cavitates.":[47],"Nowadays,":[48],"model":[49,106,110,147,171],"scale":[50,69,85,107,111],"tests":[51,112,137],"considered":[53],"state-of-the-art":[55],"technique":[56],"to":[57,82,99,122,143,159,182],"predict":[58],"cavitation":[60,103,197],"spectra.":[62],"Unfortunately,":[63],"they":[64],"negatively":[66],"affected":[67],"by":[68],"effects":[70],"which":[71],"could":[72],"alter":[73],"onset":[75],"some":[77,91],"cavitating":[79],"phenomena":[80],"respect":[81],"full":[84],"propeller;":[86],"as":[87],"consequence,":[89],"operational":[93],"conditions":[94],"it":[95,118],"not":[97,120],"trivial":[98],"correctly":[100],"reproduce":[101],"pattern":[104],"tests.":[108],"Moreover,":[109],"quite":[114],"expensive":[115],"time-consuming;":[117],"feasible":[121],"include":[123],"them":[124],"early":[127],"stage":[128],"design.":[131],"Nevertheless,":[132],"data":[133,194,211],"collected":[134],"during":[135],"can":[138,156],"be":[139,157],"adopted":[140],"order":[142],"tune":[144],"data-driven":[146],"while":[148],"equation":[151],"describing":[152],"occurring":[154],"used":[158],"refine":[160],"prediction.":[162],"work,":[165],"authors":[167],"propose":[168],"prediction":[174],"ships":[176],"noise,":[180],"able":[181],"exploit":[183],"both":[184],"problem":[190],"obtained":[195],"from":[196],"tunnel":[198],"experiments":[199],"performed":[200],"on":[201,209],"different":[202,205],"propellers":[203],"working":[206],"conditions.":[207],"Results":[208],"will":[212],"support":[213],"validity":[215],"effectiveness":[218],"proposal.":[221]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
