{"id":"https://openalex.org/W4392038973","doi":"https://doi.org/10.3390/computation12030039","title":"Data-Driven Anisotropic Biomembrane Simulation Based on the Laplace Stretch","display_name":"Data-Driven Anisotropic Biomembrane Simulation Based on the Laplace Stretch","publication_year":2024,"publication_date":"2024-02-22","ids":{"openalex":"https://openalex.org/W4392038973","doi":"https://doi.org/10.3390/computation12030039"},"language":"en","primary_location":{"id":"doi:10.3390/computation12030039","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computation12030039","pdf_url":"https://www.mdpi.com/2079-3197/12/3/39/pdf?version=1708597005","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2079-3197/12/3/39/pdf?version=1708597005","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052013331","display_name":"Alexey A. Liogky","orcid":"https://orcid.org/0000-0002-9936-8379"},"institutions":[{"id":"https://openalex.org/I4210093196","display_name":"Sirius University of Science and Technology","ror":"https://ror.org/00n51jg89","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210093196"]}],"countries":["RU"],"is_corresponding":true,"raw_author_name":"Alexey Liogky","raw_affiliation_strings":["Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia","Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia;"],"raw_orcid":"https://orcid.org/0000-0002-9936-8379","affiliations":[{"raw_affiliation_string":"Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia","institution_ids":["https://openalex.org/I4210093196"]},{"raw_affiliation_string":"Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia;","institution_ids":["https://openalex.org/I4210093196"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000665776","display_name":"Victoria Salamatova","orcid":"https://orcid.org/0000-0001-8324-6695"},"institutions":[{"id":"https://openalex.org/I4210093196","display_name":"Sirius University of Science and Technology","ror":"https://ror.org/00n51jg89","country_code":"RU","type":"education","lineage":["https://openalex.org/I4210093196"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Victoria Salamatova","raw_affiliation_strings":["Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia","Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia;"],"raw_orcid":"https://orcid.org/0000-0001-8324-6695","affiliations":[{"raw_affiliation_string":"Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia","institution_ids":["https://openalex.org/I4210093196"]},{"raw_affiliation_string":"Scientific Center for Information Technology and Artificial Intelligence, Sirius University of Science and Technology, 1 Olympiyskii pr., Sochi 354340, Russia;","institution_ids":["https://openalex.org/I4210093196"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5052013331"],"corresponding_institution_ids":["https://openalex.org/I4210093196"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.1767,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.41626571,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"3","first_page":"39","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11366","display_name":"Elasticity and Material Modeling","score":0.9993000030517578,"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"}},"topics":[{"id":"https://openalex.org/T11366","display_name":"Elasticity and Material Modeling","score":0.9993000030517578,"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/T10379","display_name":"Cellular Mechanics and Interactions","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell 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/T10571","display_name":"Robotic Mechanisms and Dynamics","score":0.9868000149726868,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/laplace-transform","display_name":"Laplace transform","score":0.6819410920143127},{"id":"https://openalex.org/keywords/anisotropy","display_name":"Anisotropy","score":0.6103833913803101},{"id":"https://openalex.org/keywords/biological-membrane","display_name":"Biological membrane","score":0.4284129738807678},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3599115014076233},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2635856866836548},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.21509799361228943},{"id":"https://openalex.org/keywords/membrane","display_name":"Membrane","score":0.19956791400909424},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.17079117894172668},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1474941074848175},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.10348960757255554}],"concepts":[{"id":"https://openalex.org/C97937538","wikidata":"https://www.wikidata.org/wiki/Q199691","display_name":"Laplace transform","level":2,"score":0.6819410920143127},{"id":"https://openalex.org/C85725439","wikidata":"https://www.wikidata.org/wiki/Q466686","display_name":"Anisotropy","level":2,"score":0.6103833913803101},{"id":"https://openalex.org/C125501631","wikidata":"https://www.wikidata.org/wiki/Q1587185","display_name":"Biological membrane","level":3,"score":0.4284129738807678},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3599115014076233},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2635856866836548},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.21509799361228943},{"id":"https://openalex.org/C41625074","wikidata":"https://www.wikidata.org/wiki/Q176088","display_name":"Membrane","level":2,"score":0.19956791400909424},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.17079117894172668},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1474941074848175},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.10348960757255554},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/computation12030039","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computation12030039","pdf_url":"https://www.mdpi.com/2079-3197/12/3/39/pdf?version=1708597005","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:25094de1591946729aedcf7fe4199286","is_oa":true,"landing_page_url":"https://doaj.org/article/25094de1591946729aedcf7fe4199286","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":"Computation, Vol 12, Iss 3, p 39 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2079-3197/12/3/39/","is_oa":true,"landing_page_url":"https://doi.org/10.3390/computation12030039","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Computation","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/computation12030039","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/computation12030039","pdf_url":"https://www.mdpi.com/2079-3197/12/3/39/pdf?version=1708597005","source":{"id":"https://openalex.org/S2738402919","display_name":"Computation","issn_l":"2079-3197","issn":["2079-3197"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computation","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392038973.pdf","grobid_xml":"https://content.openalex.org/works/W4392038973.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W250362168","https://openalex.org/W258927178","https://openalex.org/W1669069809","https://openalex.org/W1964503030","https://openalex.org/W1978413364","https://openalex.org/W1985577289","https://openalex.org/W2056811663","https://openalex.org/W2061509409","https://openalex.org/W2077947177","https://openalex.org/W2126477849","https://openalex.org/W2166739553","https://openalex.org/W2167879196","https://openalex.org/W2171303908","https://openalex.org/W2253326454","https://openalex.org/W2261676784","https://openalex.org/W2345366011","https://openalex.org/W2759450335","https://openalex.org/W2760856402","https://openalex.org/W2885057657","https://openalex.org/W2885479579","https://openalex.org/W2967707329","https://openalex.org/W2979352013","https://openalex.org/W3033842032","https://openalex.org/W3048247792","https://openalex.org/W3082888662","https://openalex.org/W3087920605","https://openalex.org/W3137640456","https://openalex.org/W3138819813","https://openalex.org/W3154435685","https://openalex.org/W3161303621","https://openalex.org/W3179579813","https://openalex.org/W3194668998","https://openalex.org/W3203198738","https://openalex.org/W4210494896","https://openalex.org/W4283367801","https://openalex.org/W4285736758","https://openalex.org/W4301390930","https://openalex.org/W4306953479","https://openalex.org/W4379206815","https://openalex.org/W4382051831","https://openalex.org/W4384156200","https://openalex.org/W7048906159"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Data-driven":[0,19],"simulations":[1],"are":[2,102],"gaining":[3],"popularity":[4],"in":[5,104],"mechanics":[6],"of":[7,16,69,75,89,120],"biomaterials":[8],"since":[9],"they":[10],"do":[11],"not":[12],"require":[13],"explicit":[14],"form":[15],"constitutive":[17,57],"relations.":[18],"modeling":[20,37],"based":[21],"on":[22,72],"neural":[23],"networks":[24],"lacks":[25],"interpretability.":[26],"In":[27],"this":[28],"study,":[29],"we":[30,64],"propose":[31],"an":[32],"interpretable":[33],"data-driven":[34],"finite":[35],"element":[36],"for":[38,78,118],"hyperelastic":[39,121],"materials.":[40],"This":[41],"approach":[42],"employs":[43],"the":[44,48,61,73,90,105,111],"Laplace":[45],"stretch":[46],"as":[47],"strain":[49],"measure":[50],"and":[51,92],"utilizes":[52],"response":[53],"functions":[54],"to":[55,67],"define":[56],"equations.":[58],"To":[59],"validate":[60],"proposed":[62,112],"method,":[63],"apply":[65],"it":[66],"inflation":[68],"anisotropic":[70],"membranes":[71],"basis":[74],"synthetic":[76],"data":[77],"porcine":[79],"skin":[80],"represented":[81],"by":[82],"Holzapfel-Gasser-Ogden":[83],"model.":[84],"Our":[85],"results":[86],"demonstrate":[87],"applicability":[88],"method":[91,113],"show":[93],"good":[94],"agreement":[95],"with":[96],"reference":[97],"displacements,":[98],"although":[99],"some":[100],"discrepancies":[101],"observed":[103],"stress":[106],"calculations.":[107],"Despite":[108],"these":[109],"discrepancies,":[110],"demonstrates":[114],"its":[115],"potential":[116],"usefulness":[117],"simulation":[119],"biomaterials.":[122]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}