FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386892809> ?p ?o ?g. }

• W4386892809 abstract "Abstract Current automated structural topology design methods can only deal with limited design spaces or simplified architectural layouts for lack of data or a proper representation of structure topology. To address this, the abundant information of manually designed architectural and structural layouts should be exploited to guide the topology design. To achieve automatic generation of structural topologies according to real‐world architectural layouts, this research introduces StrucTopo‐generative adversarial network (GAN), an end‐to‐end generative model with node and edge generation stages based on proper graph representation. Nodes are generated using an image‐to‐image translation model, and edges are generated with a GAN‐based approach. The model is trained and tested on a dataset of 300 complex architectural and structural layouts. Measured against the manually designed topologies, the results indicate that the proposed model can generate reasonable structural topologies, with a recall of 97% and an intersection‐over‐union of 80% in node generation, with a precision of 92% and a recall of 91% in edge generation. Additionally, the joint generation shows a graph similarity of 72%. The proposed model is the first of its kind to consider complex architectural layout constraints in the generation of structural topology, marking a step forward in applying artificial intelligence to practical structural design." @default.
• W4386892809 created "2023-09-21" @default.
• W4386892809 creator A5013038112 @default.
• W4386892809 creator A5045088468 @default.
• W4386892809 creator A5047835985 @default.
• W4386892809 creator A5082376550 @default.
• W4386892809 date "2023-09-19" @default.
• W4386892809 modified "2023-10-02" @default.
• W4386892809 title "End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks" @default.
• W4386892809 cites W1944586112 @default.
• W4386892809 cites W1984487128 @default.
• W4386892809 cites W2001646580 @default.
• W4386892809 cites W2002276505 @default.
• W4386892809 cites W2009064117 @default.
• W4386892809 cites W2019955797 @default.
• W4386892809 cites W2039190680 @default.
• W4386892809 cites W2073808436 @default.
• W4386892809 cites W2081601527 @default.
• W4386892809 cites W2114402056 @default.
• W4386892809 cites W2160072137 @default.
• W4386892809 cites W2471065468 @default.
• W4386892809 cites W2586537367 @default.
• W4386892809 cites W2594183968 @default.
• W4386892809 cites W2732719441 @default.
• W4386892809 cites W2894295805 @default.
• W4386892809 cites W2898456550 @default.
• W4386892809 cites W2919115771 @default.
• W4386892809 cites W2961835863 @default.
• W4386892809 cites W2962810718 @default.
• W4386892809 cites W2963073614 @default.
• W4386892809 cites W2963800363 @default.
• W4386892809 cites W2992989584 @default.
• W4386892809 cites W3085409945 @default.
• W4386892809 cites W3103298250 @default.
• W4386892809 cites W3152893301 @default.
• W4386892809 cites W3157259013 @default.
• W4386892809 cites W3167290312 @default.
• W4386892809 cites W3185332057 @default.
• W4386892809 cites W3193645131 @default.
• W4386892809 cites W3200707343 @default.
• W4386892809 cites W3201032957 @default.
• W4386892809 cites W3211275259 @default.
• W4386892809 cites W4214755412 @default.
• W4386892809 cites W4220696506 @default.
• W4386892809 cites W4220878140 @default.
• W4386892809 cites W4223428243 @default.
• W4386892809 cites W4228998103 @default.
• W4386892809 cites W4283323389 @default.
• W4386892809 cites W4308916695 @default.
• W4386892809 cites W4322775687 @default.
• W4386892809 cites W4362579348 @default.
• W4386892809 doi "https://doi.org/10.1111/mice.13098" @default.
• W4386892809 hasPublicationYear "2023" @default.
• W4386892809 type Work @default.
• W4386892809 citedByCount "0" @default.
• W4386892809 crossrefType "journal-article" @default.
• W4386892809 hasAuthorship W4386892809A5013038112 @default.
• W4386892809 hasAuthorship W4386892809A5045088468 @default.
• W4386892809 hasAuthorship W4386892809A5047835985 @default.
• W4386892809 hasAuthorship W4386892809A5082376550 @default.
• W4386892809 hasConcept C119599485 @default.
• W4386892809 hasConcept C127413603 @default.
• W4386892809 hasConcept C132525143 @default.
• W4386892809 hasConcept C154945302 @default.
• W4386892809 hasConcept C176217482 @default.
• W4386892809 hasConcept C17744445 @default.
• W4386892809 hasConcept C184408114 @default.
• W4386892809 hasConcept C184720557 @default.
• W4386892809 hasConcept C199539241 @default.
• W4386892809 hasConcept C199845137 @default.
• W4386892809 hasConcept C21547014 @default.
• W4386892809 hasConcept C2776359362 @default.
• W4386892809 hasConcept C31258907 @default.
• W4386892809 hasConcept C41008148 @default.
• W4386892809 hasConcept C62611344 @default.
• W4386892809 hasConcept C66938386 @default.
• W4386892809 hasConcept C80444323 @default.
• W4386892809 hasConcept C94625758 @default.
• W4386892809 hasConceptScore W4386892809C119599485 @default.
• W4386892809 hasConceptScore W4386892809C127413603 @default.
• W4386892809 hasConceptScore W4386892809C132525143 @default.
• W4386892809 hasConceptScore W4386892809C154945302 @default.
• W4386892809 hasConceptScore W4386892809C176217482 @default.
• W4386892809 hasConceptScore W4386892809C17744445 @default.
• W4386892809 hasConceptScore W4386892809C184408114 @default.
• W4386892809 hasConceptScore W4386892809C184720557 @default.
• W4386892809 hasConceptScore W4386892809C199539241 @default.
• W4386892809 hasConceptScore W4386892809C199845137 @default.
• W4386892809 hasConceptScore W4386892809C21547014 @default.
• W4386892809 hasConceptScore W4386892809C2776359362 @default.
• W4386892809 hasConceptScore W4386892809C31258907 @default.
• W4386892809 hasConceptScore W4386892809C41008148 @default.
• W4386892809 hasConceptScore W4386892809C62611344 @default.
• W4386892809 hasConceptScore W4386892809C66938386 @default.
• W4386892809 hasConceptScore W4386892809C80444323 @default.
• W4386892809 hasConceptScore W4386892809C94625758 @default.
• W4386892809 hasFunder F4320321001 @default.
• W4386892809 hasLocation W43868928091 @default.
• W4386892809 hasOpenAccess W4386892809 @default.
• W4386892809 hasPrimaryLocation W43868928091 @default.

• next