{"id":"https://openalex.org/W4415180749","doi":"https://doi.org/10.23919/ecc65951.2025.11187101","title":"Comparison of Black-Box Nonlinear System Identification Methods for Smooth Muscle Cell Dynamics<sup>*</sup>","display_name":"Comparison of Black-Box Nonlinear System Identification Methods for Smooth Muscle Cell Dynamics<sup>*</sup>","publication_year":2025,"publication_date":"2025-06-24","ids":{"openalex":"https://openalex.org/W4415180749","doi":"https://doi.org/10.23919/ecc65951.2025.11187101"},"language":"en","primary_location":{"id":"doi:10.23919/ecc65951.2025.11187101","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc65951.2025.11187101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.tue.nl/en/publications/89307f56-145f-4e59-b704-bf71e068320d","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008082050","display_name":"Dilan \u00d6zt\u00fcrk","orcid":"https://orcid.org/0000-0001-7821-7160"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Dilan \u00d6zt\u00fcrk","raw_affiliation_strings":["Eindhoven University of Technology,Control Systems Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612 AZ"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Control Systems Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612 AZ","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056957450","display_name":"Maarten Schoukens","orcid":"https://orcid.org/0000-0002-4904-1255"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Maarten Schoukens","raw_affiliation_strings":["Eindhoven University of Technology,Control Systems Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612 AZ"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology,Control Systems Group,Department of Electrical Engineering,Eindhoven,The Netherlands,5612 AZ","institution_ids":["https://openalex.org/I83019370"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5008082050"],"corresponding_institution_ids":["https://openalex.org/I83019370"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.36349206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"807","last_page":"812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.7843000292778015,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.7843000292778015,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.7355999946594238,"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"}},{"id":"https://openalex.org/T11209","display_name":"Cardiovascular and exercise physiology","score":0.65420001745224,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/smooth-muscle","display_name":"Smooth muscle","score":0.7451000213623047},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6136000156402588},{"id":"https://openalex.org/keywords/system-identification","display_name":"System identification","score":0.5047000050544739},{"id":"https://openalex.org/keywords/vascular-smooth-muscle","display_name":"Vascular smooth muscle","score":0.46380001306533813},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.44859999418258667},{"id":"https://openalex.org/keywords/cell","display_name":"Cell","score":0.3686999976634979},{"id":"https://openalex.org/keywords/cell-type","display_name":"Cell type","score":0.3353999853134155},{"id":"https://openalex.org/keywords/myocyte","display_name":"Myocyte","score":0.32350000739097595}],"concepts":[{"id":"https://openalex.org/C2992686903","wikidata":"https://www.wikidata.org/wiki/Q208453","display_name":"Smooth muscle","level":2,"score":0.7451000213623047},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6136000156402588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5622000098228455},{"id":"https://openalex.org/C119247159","wikidata":"https://www.wikidata.org/wiki/Q1366192","display_name":"System identification","level":3,"score":0.5047000050544739},{"id":"https://openalex.org/C2779395532","wikidata":"https://www.wikidata.org/wiki/Q7916469","display_name":"Vascular smooth muscle","level":3,"score":0.46380001306533813},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.40959998965263367},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.3686999976634979},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3452000021934509},{"id":"https://openalex.org/C189014844","wikidata":"https://www.wikidata.org/wiki/Q189118","display_name":"Cell type","level":3,"score":0.3353999853134155},{"id":"https://openalex.org/C207200792","wikidata":"https://www.wikidata.org/wiki/Q428914","display_name":"Myocyte","level":2,"score":0.32350000739097595},{"id":"https://openalex.org/C22157029","wikidata":"https://www.wikidata.org/wiki/Q17080460","display_name":"Nonlinear system identification","level":4,"score":0.30390000343322754},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C2780021956","wikidata":"https://www.wikidata.org/wiki/Q21020749","display_name":"Cell mechanics","level":4,"score":0.2994999885559082},{"id":"https://openalex.org/C2983453321","wikidata":"https://www.wikidata.org/wiki/Q40397","display_name":"Biological tissue","level":2,"score":0.28760001063346863},{"id":"https://openalex.org/C2994604686","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell function","level":3,"score":0.2639999985694885},{"id":"https://openalex.org/C2776050358","wikidata":"https://www.wikidata.org/wiki/Q127006","display_name":"Muscle contraction","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C2988782748","wikidata":"https://www.wikidata.org/wiki/Q5058202","display_name":"Cell structure","level":2,"score":0.25450000166893005},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25360000133514404},{"id":"https://openalex.org/C2778514504","wikidata":"https://www.wikidata.org/wiki/Q797559","display_name":"Muscle tissue","level":2,"score":0.25200000405311584},{"id":"https://openalex.org/C2984787389","wikidata":"https://www.wikidata.org/wiki/Q4915000","display_name":"Biological materials","level":2,"score":0.251800000667572}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/ecc65951.2025.11187101","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc65951.2025.11187101","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 European Control Conference (ECC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.tue.nl:openaire/89307f56-145f-4e59-b704-bf71e068320d","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/89307f56-145f-4e59-b704-bf71e068320d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ozturk, D & Schoukens, M 2025, Comparison of Black-Box Nonlinear System Identification Methods for Smooth Muscle Cell Dynamics. in 2025 European Control Conference, ECC 2025., 11187101, Institute of Electrical and Electronics Engineers, pp. 807-812, 2025 European Control Conference, ECC 2025, Thessaloniki, Greece, 24/06/25. https://doi.org/10.23919/ECC65951.2025.11187101","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.tue.nl:openaire/89307f56-145f-4e59-b704-bf71e068320d","is_oa":true,"landing_page_url":"https://research.tue.nl/en/publications/89307f56-145f-4e59-b704-bf71e068320d","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Ozturk, D & Schoukens, M 2025, Comparison of Black-Box Nonlinear System Identification Methods for Smooth Muscle Cell Dynamics. in 2025 European Control Conference, ECC 2025., 11187101, Institute of Electrical and Electronics Engineers, pp. 807-812, 2025 European Control Conference, ECC 2025, Thessaloniki, Greece, 24/06/25. https://doi.org/10.23919/ECC65951.2025.11187101","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320265","display_name":"Health Foundation","ror":"https://ror.org/02bzj4420"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W278274984","https://openalex.org/W816577071","https://openalex.org/W1598493736","https://openalex.org/W1967117648","https://openalex.org/W1975424366","https://openalex.org/W2004175622","https://openalex.org/W2008681436","https://openalex.org/W2011009826","https://openalex.org/W2054576939","https://openalex.org/W2102952069","https://openalex.org/W2109995938","https://openalex.org/W2166116275","https://openalex.org/W2170760935","https://openalex.org/W2755589696","https://openalex.org/W2956246587","https://openalex.org/W2984125580","https://openalex.org/W2984323265","https://openalex.org/W2985462853","https://openalex.org/W2999404566","https://openalex.org/W3126953854","https://openalex.org/W4240691156","https://openalex.org/W4252099851","https://openalex.org/W4254218124","https://openalex.org/W4285446211","https://openalex.org/W4401072781"],"related_works":[],"abstract_inverted_index":{"Cells":[0],"play":[1],"a":[2,33,59,100],"vital":[3],"role":[4],"in":[5,82,111],"maintaining":[6],"tissue":[7,20,50],"integrity,":[8],"making":[9],"it":[10],"essential":[11],"to":[12,52,70],"understand":[13],"their":[14],"mechanisms":[15],"for":[16,103],"effectively":[17],"staging":[18],"vascular":[19,112],"diseases.":[21],"However,":[22],"addressing":[23],"the":[24,97],"complexity":[25],"of":[26,88],"cellular":[27],"systems":[28,61],"remains":[29],"challenging":[30],"and":[31,77,96],"requires":[32],"structured":[34],"identification":[35,68],"framework.":[36],"To":[37],"meet":[38],"this":[39],"need,":[40],"an":[41],"indentation":[42],"measurement":[43],"setup":[44],"is":[45,91],"employed,":[46],"utilizing":[47],"accessible":[48],"human":[49],"samples":[51],"investigate":[53],"smooth":[54,73,113],"muscle":[55,74,114],"cell":[56,75,115],"dynamics":[57],"from":[58],"control":[60],"perspective.":[62],"This":[63],"paper":[64],"compares":[65],"multiple":[66],"black-box":[67],"approaches":[69],"accurately":[71],"model":[72],"behavior":[76],"evaluate":[78],"each":[79],"models\u2019":[80],"performance":[81],"capturing":[83],"system":[84],"dynamics.":[85],"The":[86],"effectiveness":[87],"various":[89],"techniques":[90],"demonstrated":[92],"on":[93],"measured":[94],"data,":[95],"results":[98],"indicate":[99],"promising":[101],"approach":[102],"modeling":[104],"complex":[105],"biological":[106],"systems,":[107],"with":[108],"potential":[109],"applications":[110],"mechanobiology.":[116]},"counts_by_year":[],"updated_date":"2026-04-18T07:56:08.524223","created_date":"2025-10-15T00:00:00"}
