FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3024862242> ?p ?o ?g. }

• W3024862242 abstract "Graphs are one of the most important data structures for representing pairwise relations between objects. Specifically, a graph embedded in a Euclidean space is essential to solving real problems, such as object detection, structural chemistry analyses, and physical simulation. A crucial requirement to applying a graph in a Euclidean space is learning the isometric transformation invariant and equivariant features. In the present paper, we propose a set of transformation invariant and equivariant models based on graph convolutional networks (GCNs), called IsoGCNs. We demonstrate that the proposed model outperforms state-of-the-art methods on tasks related with geometrical and physical data. Moreover, the proposed model can scale up to the graphs with 1M vertices and conduct an inference faster than a conventional finite element analysis." @default.
• W3024862242 created "2020-05-21" @default.
• W3024862242 creator A5001402863 @default.
• W3024862242 creator A5031163311 @default.
• W3024862242 creator A5058910648 @default.
• W3024862242 creator A5070658381 @default.
• W3024862242 creator A5086827728 @default.
• W3024862242 date "2020-05-13" @default.
• W3024862242 modified "2023-10-01" @default.
• W3024862242 title "Isometric Transformation Invariant and Equivariant Graph Convolutional Networks" @default.
• W3024862242 cites W138538381 @default.
• W3024862242 cites W1501856433 @default.
• W3024862242 cites W1522301498 @default.
• W3024862242 cites W1665214252 @default.
• W3024862242 cites W2047183951 @default.
• W3024862242 cites W2112311198 @default.
• W3024862242 cites W2116341502 @default.
• W3024862242 cites W2139271038 @default.
• W3024862242 cites W2166681504 @default.
• W3024862242 cites W2194775991 @default.
• W3024862242 cites W2279221249 @default.
• W3024862242 cites W2329731395 @default.
• W3024862242 cites W2606780347 @default.
• W3024862242 cites W2766453196 @default.
• W3024862242 cites W2788775653 @default.
• W3024862242 cites W2793179281 @default.
• W3024862242 cites W2804072623 @default.
• W3024862242 cites W2805516822 @default.
• W3024862242 cites W2906340703 @default.
• W3024862242 cites W2916106175 @default.
• W3024862242 cites W2918342466 @default.
• W3024862242 cites W2928999112 @default.
• W3024862242 cites W2945848398 @default.
• W3024862242 cites W2952575904 @default.
• W3024862242 cites W2962711740 @default.
• W3024862242 cites W2962748579 @default.
• W3024862242 cites W2963149188 @default.
• W3024862242 cites W2964015378 @default.
• W3024862242 cites W2964124573 @default.
• W3024862242 cites W2964213081 @default.
• W3024862242 cites W2972931660 @default.
• W3024862242 cites W2975784920 @default.
• W3024862242 cites W2979240068 @default.
• W3024862242 cites W2996443485 @default.
• W3024862242 cites W3007913393 @default.
• W3024862242 cites W3034492151 @default.
• W3024862242 cites W3035261654 @default.
• W3024862242 hasPublicationYear "2020" @default.
• W3024862242 type Work @default.
• W3024862242 sameAs 3024862242 @default.
• W3024862242 citedByCount "0" @default.
• W3024862242 crossrefType "posted-content" @default.
• W3024862242 hasAuthorship W3024862242A5001402863 @default.
• W3024862242 hasAuthorship W3024862242A5031163311 @default.
• W3024862242 hasAuthorship W3024862242A5058910648 @default.
• W3024862242 hasAuthorship W3024862242A5070658381 @default.
• W3024862242 hasAuthorship W3024862242A5086827728 @default.
• W3024862242 hasConcept C104317684 @default.
• W3024862242 hasConcept C11413529 @default.
• W3024862242 hasConcept C114614502 @default.
• W3024862242 hasConcept C129782007 @default.
• W3024862242 hasConcept C132525143 @default.
• W3024862242 hasConcept C136119220 @default.
• W3024862242 hasConcept C154945302 @default.
• W3024862242 hasConcept C171036898 @default.
• W3024862242 hasConcept C184898388 @default.
• W3024862242 hasConcept C185592680 @default.
• W3024862242 hasConcept C186450821 @default.
• W3024862242 hasConcept C190470478 @default.
• W3024862242 hasConcept C202444582 @default.
• W3024862242 hasConcept C204241405 @default.
• W3024862242 hasConcept C2524010 @default.
• W3024862242 hasConcept C2776214188 @default.
• W3024862242 hasConcept C33923547 @default.
• W3024862242 hasConcept C37914503 @default.
• W3024862242 hasConcept C41008148 @default.
• W3024862242 hasConcept C55493867 @default.
• W3024862242 hasConcept C80444323 @default.
• W3024862242 hasConceptScore W3024862242C104317684 @default.
• W3024862242 hasConceptScore W3024862242C11413529 @default.
• W3024862242 hasConceptScore W3024862242C114614502 @default.
• W3024862242 hasConceptScore W3024862242C129782007 @default.
• W3024862242 hasConceptScore W3024862242C132525143 @default.
• W3024862242 hasConceptScore W3024862242C136119220 @default.
• W3024862242 hasConceptScore W3024862242C154945302 @default.
• W3024862242 hasConceptScore W3024862242C171036898 @default.
• W3024862242 hasConceptScore W3024862242C184898388 @default.
• W3024862242 hasConceptScore W3024862242C185592680 @default.
• W3024862242 hasConceptScore W3024862242C186450821 @default.
• W3024862242 hasConceptScore W3024862242C190470478 @default.
• W3024862242 hasConceptScore W3024862242C202444582 @default.
• W3024862242 hasConceptScore W3024862242C204241405 @default.
• W3024862242 hasConceptScore W3024862242C2524010 @default.
• W3024862242 hasConceptScore W3024862242C2776214188 @default.
• W3024862242 hasConceptScore W3024862242C33923547 @default.
• W3024862242 hasConceptScore W3024862242C37914503 @default.
• W3024862242 hasConceptScore W3024862242C41008148 @default.
• W3024862242 hasConceptScore W3024862242C55493867 @default.
• W3024862242 hasConceptScore W3024862242C80444323 @default.
• W3024862242 hasLocation W30248622421 @default.

• next