FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3096548013> ?p ?o ?g. }

• W3096548013 abstract "A physics-informed neural network is presented for poroelastic problems with coupled flow and deformation processes. The governing equilibrium and mass balance equations are discussed and specific derivations for two-dimensional cases are presented. A fully-connected deep neural network is used for training. Barry and Mercer's source problem with time-dependent fluid injection/extraction in an idealized poroelastic medium, which has an exact analytical solution, is used as a numerical example. A random sample from the analytical solution is used as training data and the performance of the model is tested by predicting the solution on the entire domain after training. The deep learning model predicts the horizontal and vertical deformations well while the error in the predicted pore pressure predictions is slightly higher because of the sparsity of the pore pressure values." @default.
• W3096548013 created "2020-11-09" @default.
• W3096548013 creator A5057001261 @default.
• W3096548013 date "2020-10-29" @default.
• W3096548013 modified "2023-09-27" @default.
• W3096548013 title "Physics-informed deep learning for flow and deformation in poroelastic media." @default.
• W3096548013 cites W1822379141 @default.
• W3096548013 cites W1991882565 @default.
• W3096548013 cites W2271840356 @default.
• W3096548013 cites W2885696722 @default.
• W3096548013 cites W2890968382 @default.
• W3096548013 cites W2899283552 @default.
• W3096548013 cites W2900369848 @default.
• W3096548013 cites W2900967446 @default.
• W3096548013 cites W2919958648 @default.
• W3096548013 cites W2920959147 @default.
• W3096548013 cites W2928635406 @default.
• W3096548013 cites W2942896733 @default.
• W3096548013 cites W2948230027 @default.
• W3096548013 cites W2974658087 @default.
• W3096548013 cites W2985735500 @default.
• W3096548013 cites W2998366519 @default.
• W3096548013 cites W3000004079 @default.
• W3096548013 cites W3003747211 @default.
• W3096548013 cites W3007740214 @default.
• W3096548013 cites W3008118574 @default.
• W3096548013 cites W3011147100 @default.
• W3096548013 cites W3021801979 @default.
• W3096548013 cites W3022973855 @default.
• W3096548013 cites W3084024723 @default.
• W3096548013 cites W3105648287 @default.
• W3096548013 hasPublicationYear "2020" @default.
• W3096548013 type Work @default.
• W3096548013 sameAs 3096548013 @default.
• W3096548013 citedByCount "1" @default.
• W3096548013 countsByYear W30965480132021 @default.
• W3096548013 crossrefType "posted-content" @default.
• W3096548013 hasAuthorship W3096548013A5057001261 @default.
• W3096548013 hasConcept C102579867 @default.
• W3096548013 hasConcept C105569014 @default.
• W3096548013 hasConcept C121332964 @default.
• W3096548013 hasConcept C121864883 @default.
• W3096548013 hasConcept C127313418 @default.
• W3096548013 hasConcept C134306372 @default.
• W3096548013 hasConcept C153294291 @default.
• W3096548013 hasConcept C154945302 @default.
• W3096548013 hasConcept C181965411 @default.
• W3096548013 hasConcept C185592680 @default.
• W3096548013 hasConcept C187320778 @default.
• W3096548013 hasConcept C199343813 @default.
• W3096548013 hasConcept C204366326 @default.
• W3096548013 hasConcept C2777686260 @default.
• W3096548013 hasConcept C28826006 @default.
• W3096548013 hasConcept C33923547 @default.
• W3096548013 hasConcept C36503486 @default.
• W3096548013 hasConcept C38349280 @default.
• W3096548013 hasConcept C41008148 @default.
• W3096548013 hasConcept C43617362 @default.
• W3096548013 hasConcept C4725764 @default.
• W3096548013 hasConcept C50644808 @default.
• W3096548013 hasConcept C57879066 @default.
• W3096548013 hasConcept C6648577 @default.
• W3096548013 hasConcept C71924100 @default.
• W3096548013 hasConceptScore W3096548013C102579867 @default.
• W3096548013 hasConceptScore W3096548013C105569014 @default.
• W3096548013 hasConceptScore W3096548013C121332964 @default.
• W3096548013 hasConceptScore W3096548013C121864883 @default.
• W3096548013 hasConceptScore W3096548013C127313418 @default.
• W3096548013 hasConceptScore W3096548013C134306372 @default.
• W3096548013 hasConceptScore W3096548013C153294291 @default.
• W3096548013 hasConceptScore W3096548013C154945302 @default.
• W3096548013 hasConceptScore W3096548013C181965411 @default.
• W3096548013 hasConceptScore W3096548013C185592680 @default.
• W3096548013 hasConceptScore W3096548013C187320778 @default.
• W3096548013 hasConceptScore W3096548013C199343813 @default.
• W3096548013 hasConceptScore W3096548013C204366326 @default.
• W3096548013 hasConceptScore W3096548013C2777686260 @default.
• W3096548013 hasConceptScore W3096548013C28826006 @default.
• W3096548013 hasConceptScore W3096548013C33923547 @default.
• W3096548013 hasConceptScore W3096548013C36503486 @default.
• W3096548013 hasConceptScore W3096548013C38349280 @default.
• W3096548013 hasConceptScore W3096548013C41008148 @default.
• W3096548013 hasConceptScore W3096548013C43617362 @default.
• W3096548013 hasConceptScore W3096548013C4725764 @default.
• W3096548013 hasConceptScore W3096548013C50644808 @default.
• W3096548013 hasConceptScore W3096548013C57879066 @default.
• W3096548013 hasConceptScore W3096548013C6648577 @default.
• W3096548013 hasConceptScore W3096548013C71924100 @default.
• W3096548013 hasLocation W30965480131 @default.
• W3096548013 hasOpenAccess W3096548013 @default.
• W3096548013 hasPrimaryLocation W30965480131 @default.
• W3096548013 hasRelatedWork W168131846 @default.
• W3096548013 hasRelatedWork W2022289666 @default.
• W3096548013 hasRelatedWork W2022989533 @default.
• W3096548013 hasRelatedWork W2128200484 @default.
• W3096548013 hasRelatedWork W2149596271 @default.
• W3096548013 hasRelatedWork W2166669208 @default.
• W3096548013 hasRelatedWork W2202388927 @default.
• W3096548013 hasRelatedWork W2607214833 @default.
• W3096548013 hasRelatedWork W2750533436 @default.

• next