{"id":"https://openalex.org/W4398249580","doi":"https://doi.org/10.1109/access.2024.3404495","title":"Data-Driven Models for Yacht Hull Resistance Optimization: Exploring Geometric Parameters Beyond the Boundaries of the Delft Systematic Yacht Hull Series","display_name":"Data-Driven Models for Yacht Hull Resistance Optimization: Exploring Geometric Parameters Beyond the Boundaries of the Delft Systematic Yacht Hull Series","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4398249580","doi":"https://doi.org/10.1109/access.2024.3404495"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3404495","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3404495","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10537207.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10537207.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007953071","display_name":"Jake M. Walker","orcid":"https://orcid.org/0000-0001-7350-1082"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jake M. Walker","raw_affiliation_strings":["Faculty of Mechanical Engineering, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7350-1082","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008943031","display_name":"Andrea Coraddu","orcid":"https://orcid.org/0000-0001-8891-4963"},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Andrea Coraddu","raw_affiliation_strings":["Faculty of Mechanical Engineering, Delft University of Technology, Delft, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-8891-4963","affiliations":[{"raw_affiliation_string":"Faculty of Mechanical Engineering, Delft University of Technology, Delft, The Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"last","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":["Department of Informatics, Bioengineering, Robotics and Systems Engineering, Universit&#x00C3; degli Studi di Genova, Genova, Italy"],"raw_orcid":"https://orcid.org/0000-0002-8445-395X","affiliations":[{"raw_affiliation_string":"Department of Informatics, Bioengineering, Robotics and Systems Engineering, Universit&#x00C3; degli Studi di Genova, Genova, Italy","institution_ids":["https://openalex.org/I83816512"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.1812,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.76096005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"76102","last_page":"76120"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.9271000027656555,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T11604","display_name":"Ship Hydrodynamics and Maneuverability","score":0.9271000027656555,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/hull","display_name":"Hull","score":0.9499486684799194},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7077134847640991},{"id":"https://openalex.org/keywords/marine-engineering","display_name":"Marine engineering","score":0.5505934357643127},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49747660756111145},{"id":"https://openalex.org/keywords/geometric-modeling","display_name":"Geometric modeling","score":0.47540196776390076},{"id":"https://openalex.org/keywords/solid-modeling","display_name":"Solid modeling","score":0.4332568049430847},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4237726032733917},{"id":"https://openalex.org/keywords/engineering-drawing","display_name":"Engineering drawing","score":0.39129963517189026},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.33262813091278076},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.32440823316574097},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.315848708152771},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2689136862754822},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.21205845475196838},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17962342500686646},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.07526326179504395}],"concepts":[{"id":"https://openalex.org/C37423430","wikidata":"https://www.wikidata.org/wiki/Q6750281","display_name":"Hull","level":2,"score":0.9499486684799194},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7077134847640991},{"id":"https://openalex.org/C199104240","wikidata":"https://www.wikidata.org/wiki/Q118291","display_name":"Marine engineering","level":1,"score":0.5505934357643127},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49747660756111145},{"id":"https://openalex.org/C104065381","wikidata":"https://www.wikidata.org/wiki/Q1002535","display_name":"Geometric modeling","level":2,"score":0.47540196776390076},{"id":"https://openalex.org/C108882727","wikidata":"https://www.wikidata.org/wiki/Q2991685","display_name":"Solid modeling","level":2,"score":0.4332568049430847},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4237726032733917},{"id":"https://openalex.org/C199639397","wikidata":"https://www.wikidata.org/wiki/Q1788588","display_name":"Engineering drawing","level":1,"score":0.39129963517189026},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.33262813091278076},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.32440823316574097},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.315848708152771},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2689136862754822},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.21205845475196838},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17962342500686646},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.07526326179504395},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2024.3404495","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3404495","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10537207.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:04405607232a44288e378d40243ba492","is_oa":true,"landing_page_url":"https://doaj.org/article/04405607232a44288e378d40243ba492","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 76102-76120 (2024)","raw_type":"article"},{"id":"pmh:oai:iris.unige.it:11567/1226521","is_oa":false,"landing_page_url":"https://hdl.handle.net/11567/1226521","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/article"},{"id":"pmh:oai:tudelft.nl:uuid:15becb3e-99b7-4e2b-911e-e5b45c6bba5c","is_oa":true,"landing_page_url":"http://resolver.tudelft.nl/uuid:15becb3e-99b7-4e2b-911e-e5b45c6bba5c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400906","display_name":"Research Repository (Delft University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98358874","host_organization_name":"Delft University of Technology","host_organization_lineage":["https://openalex.org/I98358874"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3404495","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3404495","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10537207.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4398249580.pdf","grobid_xml":"https://content.openalex.org/works/W4398249580.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W114760299","https://openalex.org/W1510073064","https://openalex.org/W1583872979","https://openalex.org/W1595498733","https://openalex.org/W1598222347","https://openalex.org/W1970522654","https://openalex.org/W1979608840","https://openalex.org/W1985860254","https://openalex.org/W2016539232","https://openalex.org/W2019247722","https://openalex.org/W2023248330","https://openalex.org/W2043721308","https://openalex.org/W2066082547","https://openalex.org/W2066696790","https://openalex.org/W2110390205","https://openalex.org/W2118286367","https://openalex.org/W2118943951","https://openalex.org/W2122040390","https://openalex.org/W2141695047","https://openalex.org/W2151554678","https://openalex.org/W2221579883","https://openalex.org/W2295598076","https://openalex.org/W2337879610","https://openalex.org/W2346308695","https://openalex.org/W2490023472","https://openalex.org/W2523246573","https://openalex.org/W2543580944","https://openalex.org/W2548335848","https://openalex.org/W2599191327","https://openalex.org/W2614019404","https://openalex.org/W2662297521","https://openalex.org/W2734797826","https://openalex.org/W2758626922","https://openalex.org/W2789595241","https://openalex.org/W2805109764","https://openalex.org/W2807637204","https://openalex.org/W2886515324","https://openalex.org/W2896788793","https://openalex.org/W2903567798","https://openalex.org/W2905574232","https://openalex.org/W2911964244","https://openalex.org/W2943857514","https://openalex.org/W2952785276","https://openalex.org/W2954742730","https://openalex.org/W2963015369","https://openalex.org/W2971542218","https://openalex.org/W2973508084","https://openalex.org/W2998768810","https://openalex.org/W3003600173","https://openalex.org/W3031417032","https://openalex.org/W3047679856","https://openalex.org/W3049765946","https://openalex.org/W3150269036","https://openalex.org/W3152589395","https://openalex.org/W3158654453","https://openalex.org/W3161397067","https://openalex.org/W3175896303","https://openalex.org/W3195251570","https://openalex.org/W3215109731","https://openalex.org/W3216987970","https://openalex.org/W4200445024","https://openalex.org/W4206054071","https://openalex.org/W4236362309","https://openalex.org/W4246929798","https://openalex.org/W4282920318","https://openalex.org/W4285774717","https://openalex.org/W4300570015","https://openalex.org/W4309573299","https://openalex.org/W4310737759","https://openalex.org/W4388297464","https://openalex.org/W6635790000","https://openalex.org/W6686000115","https://openalex.org/W6686503853","https://openalex.org/W6722680694","https://openalex.org/W6727249380","https://openalex.org/W6743865606","https://openalex.org/W6757250797","https://openalex.org/W6786089740"],"related_works":["https://openalex.org/W4285222802","https://openalex.org/W4312578518","https://openalex.org/W3215000176","https://openalex.org/W1499831205","https://openalex.org/W561830565","https://openalex.org/W3126239995","https://openalex.org/W1536252507","https://openalex.org/W2980609712","https://openalex.org/W4311890970","https://openalex.org/W4388979907"],"abstract_inverted_index":{"Optimizing":[0],"vessel":[1],"hull":[2,30,214,257],"resistance":[3,215,258],"is":[4],"pivotal":[5],"for":[6,91,256],"enhancing":[7],"maritime":[8],"performance":[9,157],"and":[10,28,60,62,96,169,180,193,252],"minimizing":[11],"environmental":[12],"impacts.":[13],"Traditional":[14],"methods":[15],"combine":[16],"expert":[17],"intuition":[18],"with":[19,166,195],"Data-Driven":[20],"Models":[21],"(DDMs),":[22],"relying":[23],"on":[24,130,137,188],"parametrization":[25,109],"to":[26,67,149,254],"predict":[27],"optimize":[29,213],"geometries":[31,71],"using":[32],"Experimental":[33],"Fluid":[34,39],"Dynamics":[35,40],"(EFD)":[36],"or":[37,72,141],"Computational":[38],"(CFD)":[41],"data.":[42],"However,":[43],"these":[44,78],"conventional":[45],"approaches":[46],"are":[47,57],"hampered":[48],"by":[49,241],"several":[50],"limitations:":[51],"they":[52],"require":[53],"significant":[54],"human":[55,92,171],"input,":[56],"computationally":[58],"intensive":[59],"costly,":[61],"lack":[63],"flexibility":[64],"in":[65,163],"adapting":[66],"new":[68,107,145],"families":[69],"of":[70,144,158,175,202,223,238],"parameters":[73,219],"beyond":[74],"predefined":[75],"ranges.":[76],"Addressing":[77],"challenges,":[79],"our":[80,176,203,209,227],"research":[81],"introduces":[82],"a":[83,106,108,150,243],"novel":[84,244],"method":[85,177],"that":[86,111,123,208],"significantly":[87],"reduces":[88],"the":[89,101,114,135,142,156,189,200,221,224,236],"need":[90],"intervention,":[93],"computational":[94],"resources,":[95],"costs,":[97],"while":[98],"also":[99],"improving":[100],"model\u2019s":[102],"adaptability.":[103],"By":[104],"proposing":[105],"technique":[110],"accurately":[112],"encompasses":[113],"Delft":[115],"Systematic":[116],"Yacht":[117],"Hull":[118],"Series":[119],"(DSYHS),":[120],"we":[121,206],"demonstrate":[122],"DDMs":[124],"can":[125,211],"be":[126],"effectively":[127],"trained":[128],"directly":[129],"EFD":[131,146,191],"datasets.":[132],"This":[133,233],"eliminates":[134],"dependency":[136],"extensive":[138],"CFD":[139,160,197,231],"simulations":[140],"generation":[143],"data":[147],"tailored":[148],"specific":[151],"investigation.":[152],"Our":[153],"approach":[154,245],"matches":[155],"leading-edge":[159,230],"models,":[161,198],"even":[162],"extrapolating":[164,183],"conditions,":[165],"physical":[167],"plausibility":[168],"minimal":[170],"oversight.":[172],"The":[173],"validation":[174],"under":[178],"various":[179],"increasingly":[181],"complex":[182],"scenarios,":[184],"employing":[185],"statistical":[186],"analyses":[187],"DSYHS":[190,225],"dataset":[192],"comparisons":[194],"state-of-the-art":[196],"underscores":[199],"effectiveness":[201],"proposal.":[204],"Furthermore,":[205],"demonstrated":[207],"model":[210],"successfully":[212],"when":[216],"navigating":[217],"geometric":[218],"outside":[220],"confines":[222],"validating":[226],"results":[228],"through":[229],"simulations.":[232],"work":[234],"addresses":[235],"limitations":[237],"existing":[239],"methodologies":[240],"offering":[242],"more":[246],"accurate,":[247],"efficient,":[248],"cost-effective,":[249],"flexible,":[250],"automated,":[251],"robust":[253],"extrapolation":[255],"optimization.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2024-05-24T00:00:00"}
