FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3201642005> ?p ?o ?g. }

• W3201642005 abstract "Herein new lattice unit cells with buckling load 261-308% higher than the classical octet unit cell were reported. Lattice structures have been widely used in sandwich structures as lightweight core. While stretching dominated and bending dominated cells such as octahedron, tetrahedron and octet have been designed for lightweight structures, it is plausible that other cells exist which might perform better than the existing counterparts. Machine learning technique was used to discover new optimal unit cells. An 8-node cube containing a maximum of 27 elements, which extended into an eightfold unit cell, was taken as representative volume element (RVE). Numerous possible unit cells within the RVE were generated using permutations and combinations through MATLAB coding. Uniaxial compression tests using ANSYS were performed to form a dataset, which was used to train machine learning algorithms and form predictive model. The model was then used to further optimize the unit cells. A total of 20 optimal symmetric unit cells were predicted which showed 51-57% higher capacity than octet cell. Particularly, if the solid rods were replaced by porous biomimetic rods, an additional 130-160% increase in buckling resistance was achieved. Sandwich structures made of these 3D printed optimal symmetric unit cells showed 13-35% higher flexural strength than octet cell cored counterpart. This study opens up new opportunities to design high-performance sandwich structures." @default.
• W3201642005 created "2021-09-27" @default.
• W3201642005 creator A5020920793 @default.
• W3201642005 creator A5022583120 @default.
• W3201642005 date "2021-09-17" @default.
• W3201642005 modified "2023-09-26" @default.
• W3201642005 title "Machine learning assisted design of new lattice core for sandwich structures with superior load carrying capacity" @default.
• W3201642005 cites W1545657705 @default.
• W3201642005 cites W1967222161 @default.
• W3201642005 cites W1968420665 @default.
• W3201642005 cites W1973037293 @default.
• W3201642005 cites W1984169946 @default.
• W3201642005 cites W1989993440 @default.
• W3201642005 cites W1996674614 @default.
• W3201642005 cites W2116045087 @default.
• W3201642005 cites W2145738152 @default.
• W3201642005 cites W2312370200 @default.
• W3201642005 cites W2470122924 @default.
• W3201642005 cites W2519341120 @default.
• W3201642005 cites W2780895831 @default.
• W3201642005 cites W2922362633 @default.
• W3201642005 cites W2925602617 @default.
• W3201642005 cites W2945548754 @default.
• W3201642005 cites W2945639885 @default.
• W3201642005 cites W2952832141 @default.
• W3201642005 cites W2969778829 @default.
• W3201642005 cites W2976793299 @default.
• W3201642005 cites W3028112242 @default.
• W3201642005 cites W3033937423 @default.
• W3201642005 cites W3040850145 @default.
• W3201642005 cites W3089764486 @default.
• W3201642005 cites W3110409933 @default.
• W3201642005 cites W4250819878 @default.
• W3201642005 doi "https://doi.org/10.1038/s41598-021-98015-7" @default.
• W3201642005 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/8448850" @default.
• W3201642005 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/34535715" @default.
• W3201642005 hasPublicationYear "2021" @default.
• W3201642005 type Work @default.
• W3201642005 sameAs 3201642005 @default.
• W3201642005 citedByCount "9" @default.
• W3201642005 countsByYear W32016420052021 @default.
• W3201642005 countsByYear W32016420052022 @default.
• W3201642005 countsByYear W32016420052023 @default.
• W3201642005 crossrefType "journal-article" @default.
• W3201642005 hasAuthorship W3201642005A5020920793 @default.
• W3201642005 hasAuthorship W3201642005A5022583120 @default.
• W3201642005 hasBestOaLocation W32016420051 @default.
• W3201642005 hasConcept C105239961 @default.
• W3201642005 hasConcept C106033101 @default.
• W3201642005 hasConcept C109214941 @default.
• W3201642005 hasConcept C114614502 @default.
• W3201642005 hasConcept C121332964 @default.
• W3201642005 hasConcept C127413603 @default.
• W3201642005 hasConcept C142724271 @default.
• W3201642005 hasConcept C154153549 @default.
• W3201642005 hasConcept C159985019 @default.
• W3201642005 hasConcept C162184086 @default.
• W3201642005 hasConcept C184720557 @default.
• W3201642005 hasConcept C192562407 @default.
• W3201642005 hasConcept C204787440 @default.
• W3201642005 hasConcept C24890656 @default.
• W3201642005 hasConcept C2524010 @default.
• W3201642005 hasConcept C2781204021 @default.
• W3201642005 hasConcept C33923547 @default.
• W3201642005 hasConcept C41008148 @default.
• W3201642005 hasConcept C66938386 @default.
• W3201642005 hasConcept C71924100 @default.
• W3201642005 hasConcept C85476182 @default.
• W3201642005 hasConceptScore W3201642005C105239961 @default.
• W3201642005 hasConceptScore W3201642005C106033101 @default.
• W3201642005 hasConceptScore W3201642005C109214941 @default.
• W3201642005 hasConceptScore W3201642005C114614502 @default.
• W3201642005 hasConceptScore W3201642005C121332964 @default.
• W3201642005 hasConceptScore W3201642005C127413603 @default.
• W3201642005 hasConceptScore W3201642005C142724271 @default.
• W3201642005 hasConceptScore W3201642005C154153549 @default.
• W3201642005 hasConceptScore W3201642005C159985019 @default.
• W3201642005 hasConceptScore W3201642005C162184086 @default.
• W3201642005 hasConceptScore W3201642005C184720557 @default.
• W3201642005 hasConceptScore W3201642005C192562407 @default.
• W3201642005 hasConceptScore W3201642005C204787440 @default.
• W3201642005 hasConceptScore W3201642005C24890656 @default.
• W3201642005 hasConceptScore W3201642005C2524010 @default.
• W3201642005 hasConceptScore W3201642005C2781204021 @default.
• W3201642005 hasConceptScore W3201642005C33923547 @default.
• W3201642005 hasConceptScore W3201642005C41008148 @default.
• W3201642005 hasConceptScore W3201642005C66938386 @default.
• W3201642005 hasConceptScore W3201642005C71924100 @default.
• W3201642005 hasConceptScore W3201642005C85476182 @default.
• W3201642005 hasFunder F4320306101 @default.
• W3201642005 hasIssue "1" @default.
• W3201642005 hasLocation W32016420051 @default.
• W3201642005 hasLocation W32016420052 @default.
• W3201642005 hasLocation W32016420053 @default.
• W3201642005 hasLocation W32016420054 @default.
• W3201642005 hasLocation W32016420055 @default.
• W3201642005 hasOpenAccess W3201642005 @default.
• W3201642005 hasPrimaryLocation W32016420051 @default.
• W3201642005 hasRelatedWork W2086354135 @default.
• W3201642005 hasRelatedWork W2165950947 @default.

• next