{"id":"https://openalex.org/W7224788465","doi":"https://doi.org/10.65776/ep.21.2.1","title":"Tailored metamaterials based on carbon nanotube nanotrusses","display_name":"Tailored metamaterials based on carbon nanotube nanotrusses","publication_year":2026,"publication_date":"2026-10-29","ids":{"openalex":"https://openalex.org/W7224788465","doi":"https://doi.org/10.65776/ep.21.2.1"},"language":"en","primary_location":{"id":"doi:10.65776/ep.21.2.1","doi":"https://doi.org/10.65776/ep.21.2.1","is_oa":false,"landing_page_url":"https://doi.org/10.65776/ep.21.2.1","pdf_url":null,"source":{"id":"https://openalex.org/S5407055663","display_name":"Engineering power","issn_l":"1331-7210","issn":["1331-7210","2718-322X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering power","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hrcak.srce.hr/352614","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036379077","display_name":"Marko \u010cana\u0111ija","orcid":"https://orcid.org/0000-0001-6550-0258","observed_orcids":["https://orcid.org/0000-0001-6550-0258"]},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Marko \u010cana\u0111ija","raw_affiliation_strings":["University of Rijeka, Faculty of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rijeka, Faculty of Engineering","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084997722","display_name":"Stefan Ivi\u0107","orcid":"https://orcid.org/0000-0002-2969-1787","observed_orcids":["https://orcid.org/0000-0002-2969-1787"]},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Stefan Ivi\u0107","raw_affiliation_strings":["University of Rijeka, Faculty of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rijeka, Faculty of Engineering","institution_ids":["https://openalex.org/I154347574"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014653554","display_name":"Martin Zlati\u0107","orcid":"https://orcid.org/0000-0003-1515-5649","observed_orcids":["https://orcid.org/0000-0003-1515-5649"]},"institutions":[{"id":"https://openalex.org/I154347574","display_name":"University of Rijeka","ror":"https://ror.org/05r8dqr10","country_code":"HR","type":"education","lineage":["https://openalex.org/I154347574"]}],"countries":["HR"],"is_corresponding":false,"raw_author_name":"Martin Zlati\u0107","raw_affiliation_strings":["University of Rijeka, Faculty of Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Rijeka, Faculty of Engineering","institution_ids":["https://openalex.org/I154347574"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I154347574"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.66793544,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"21","issue":"2","first_page":"2","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.48339998722076416,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.48339998722076416,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10707","display_name":"Cellular and Composite Structures","score":0.27320000529289246,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11115","display_name":"Topology Optimization in Engineering","score":0.10320000350475311,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/metamaterials","display_name":"metamaterials","score":0.8519999980926514},{"id":"https://openalex.org/keywords/single-walled-carbon-nanotubes","display_name":"single-walled carbon nanotubes","score":0.9959999918937683},{"id":"https://openalex.org/keywords/optimal-design","display_name":"optimal design","score":0.578000009059906},{"id":"https://openalex.org/keywords/input-convex-neural-networks","display_name":"input convex neural networks","score":0.7910000085830688},{"id":"https://openalex.org/keywords/constitutive-modeling","display_name":"constitutive modeling","score":0.8360000252723694},{"id":"https://openalex.org/keywords/machine-learning-surrogate-models","display_name":"machine learning surrogate models","score":0.6930000185966492},{"id":"https://openalex.org/keywords/nonlinear-finite-element-analysis","display_name":"nonlinear finite element analysis","score":0.7350000143051147},{"id":"https://openalex.org/keywords/abaqus","display_name":"ABAQUS","score":0.75},{"id":"https://openalex.org/keywords/temperature-noise","display_name":"temperature noise","score":0.4359999895095825},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.5820000171661377}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6255999803543091},{"id":"https://openalex.org/C135628077","wikidata":"https://www.wikidata.org/wiki/Q220184","display_name":"Finite element method","level":2,"score":0.6097000241279602},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.5742999911308289},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5587000250816345},{"id":"https://openalex.org/C173534245","wikidata":"https://www.wikidata.org/wiki/Q1328068","display_name":"Truss","level":2,"score":0.4864000082015991},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4650999903678894},{"id":"https://openalex.org/C513720949","wikidata":"https://www.wikidata.org/wiki/Q1778729","display_name":"Carbon nanotube","level":2,"score":0.45820000767707825},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.4481000006198883},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.4205000102519989},{"id":"https://openalex.org/C202973686","wikidata":"https://www.wikidata.org/wiki/Q1937401","display_name":"Constitutive equation","level":3,"score":0.34769999980926514},{"id":"https://openalex.org/C110367647","wikidata":"https://www.wikidata.org/wiki/Q497166","display_name":"Metamaterial","level":2,"score":0.34630000591278076},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.33799999952316284},{"id":"https://openalex.org/C157972887","wikidata":"https://www.wikidata.org/wiki/Q463359","display_name":"Convex optimization","level":3,"score":0.33000001311302185},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.3091000020503998},{"id":"https://openalex.org/C129119673","wikidata":"https://www.wikidata.org/wiki/Q4418003","display_name":"Network element","level":2,"score":0.2962000072002411},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C200288055","wikidata":"https://www.wikidata.org/wiki/Q2621792","display_name":"Element (criminal law)","level":2,"score":0.28850001096725464},{"id":"https://openalex.org/C186394612","wikidata":"https://www.wikidata.org/wiki/Q7098942","display_name":"Optimal design","level":2,"score":0.28119999170303345},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.27959999442100525},{"id":"https://openalex.org/C115527620","wikidata":"https://www.wikidata.org/wiki/Q769909","display_name":"Nonlinear programming","level":3,"score":0.27059999108314514},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2705000042915344},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25380000472068787}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.65776/ep.21.2.1","doi":"https://doi.org/10.65776/ep.21.2.1","is_oa":false,"landing_page_url":"https://doi.org/10.65776/ep.21.2.1","pdf_url":null,"source":{"id":"https://openalex.org/S5407055663","display_name":"Engineering power","issn_l":"1331-7210","issn":["1331-7210","2718-322X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Engineering power","raw_type":"journal-article"},{"id":"pmh:oai:hrcak.srce.hr:352614","doi":null,"is_oa":true,"landing_page_url":"https://hrcak.srce.hr/352614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400071","display_name":"University of Zagreb University Computing Centre (SRCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I181343428","host_organization_name":"University of Zagreb","host_organization_lineage":["https://openalex.org/I181343428"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Issue 2","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:hrcak.srce.hr:352614","doi":null,"is_oa":true,"landing_page_url":"https://hrcak.srce.hr/352614","pdf_url":null,"source":{"id":"https://openalex.org/S4306400071","display_name":"University of Zagreb University Computing Centre (SRCE)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I181343428","host_organization_name":"University of Zagreb","host_organization_lineage":["https://openalex.org/I181343428"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Issue 2","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4943999946117401,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4400943993","https://openalex.org/W4389060368","https://openalex.org/W2789513891","https://openalex.org/W6925345133","https://openalex.org/W4401480641","https://openalex.org/W4403330131","https://openalex.org/W4389362666","https://openalex.org/W4317584388","https://openalex.org/W4388846329","https://openalex.org/W4309048715"],"abstract_inverted_index":{"The":[0,172,203,224],"paper":[1],"at":[2],"hand":[3],"deals":[4],"with":[5],"the":[6,24,54,58,68,77,103,130,133,138,152,167,180,194,199,206,217,232,235],"optimal":[7],"design":[8],"of":[9,16,26,35,47,50,57,105,115,124,132,140,169,205,234],"metamaterials.":[10,51],"As":[11],"a":[12,19,36,41,61,96,106,158],"fundamental":[13,122],"building":[14],"block":[15],"such":[17],"metamaterials,":[18],"nanotruss":[20],"is":[21,33,65,73,92,127,147,155,176,196,208,214,219],"used,":[22],"preserving":[23],"benefits":[25],"classical":[27],"macroscopic":[28],"trusses.":[29],"Each":[30],"truss":[31],"element":[32,183,191],"made":[34],"single-walled":[37,111],"carbon":[38,112],"nanotube.":[39],"Such":[40],"choice":[42],"should":[43],"ensure":[44],"superior":[45],"strength":[46],"this":[48,84,88],"class":[49],"Due":[52],"to":[53,75,149,179,188,198],"repetitive":[55],"nature":[56],"optimization":[59,200],"process,":[60],"computationally":[62,220],"efficient":[63],"framework":[64,195,207,218],"required.":[66],"On":[67],"other":[69],"hand,":[70],"molecular":[71,162,170],"dynamics":[72],"considered":[74],"be":[76],"most":[78],"accurate,":[79],"albeit":[80],"prohibitively":[81],"slow":[82],"for":[83,109],"purpose.":[85],"To":[86],"achieve":[87],"goal,":[89],"machine":[90],"learning":[91],"used.":[93],"More":[94],"specifically,":[95],"partially":[97],"input":[98],"convex":[99],"neural":[100,134,153,174],"network":[101,119,135,154,175],"takes":[102],"role":[104],"constitutive":[107,186],"model":[108],"all":[110],"nanotube":[113],"configurations":[114],"practical":[116],"interest.":[117],"This":[118],"also":[120],"incorporates":[121],"principles":[123],"physics.":[125],"Convexity":[126],"included":[128],"in":[129,229],"architecture":[131],"and":[136,164],"addresses":[137],"issue":[139],"noise":[141],"caused":[142],"by":[143,161],"temperature":[144],"effects.":[145],"It":[146,213],"important":[148],"emphasize":[150],"that":[151,216],"trained":[156],"on":[157,210],"dataset":[159],"obtained":[160],"dynamics,":[163],"thus":[165],"retains":[166],"accuracy":[168],"dynamics.":[171],"developed":[173],"then":[177],"coupled":[178],"Abaqus":[181,230],"finite":[182,190],"code,":[184],"providing":[185],"behavior":[187],"nonlinear":[189,226],"calculations.":[192],"Finally,":[193],"linked":[197],"code":[201],"Indago.":[202],"performance":[204],"demonstrated":[209],"an":[211],"example.":[212],"concluded":[215],"efficient,":[221],"yet":[222],"accurate.":[223],"strong":[225],"apparatus":[227],"available":[228],"ensures":[231],"versatility":[233],"framework.":[236]},"counts_by_year":[],"updated_date":"2026-11-01T11:40:01.658920","created_date":"2026-10-31T00:00:00"}