Matches in SemOpenAlex for { <https://semopenalex.org/work/W4385292008> ?p ?o ?g. }
Showing items 1 to 65 of
65
with 100 items per page.
- W4385292008 abstract "Integration of machine learning (ML) models of unresolved dynamics into numerical simulations of fluid dynamics has been demonstrated to improve the accuracy of coarse resolution simulations. However, when trained in a purely offline mode, integrating ML models into the numerical scheme can lead to instabilities. In the context of a 2D, quasi-geostrophic turbulent system, we demonstrate that including an additional network in the loss function, which emulates the state of the system into the future, produces offline-trained ML models that capture important subgrid processes, with improved stability properties." @default.
- W4385292008 created "2023-07-27" @default.
- W4385292008 creator A5032073724 @default.
- W4385292008 creator A5058673189 @default.
- W4385292008 creator A5086430646 @default.
- W4385292008 creator A5089412165 @default.
- W4385292008 date "2023-07-24" @default.
- W4385292008 modified "2023-10-16" @default.
- W4385292008 title "Reliable coarse-grained turbulent simulations through combined offline learning and neural emulation" @default.
- W4385292008 doi "https://doi.org/10.48550/arxiv.2307.13144" @default.
- W4385292008 hasPublicationYear "2023" @default.
- W4385292008 type Work @default.
- W4385292008 citedByCount "0" @default.
- W4385292008 crossrefType "posted-content" @default.
- W4385292008 hasAuthorship W4385292008A5032073724 @default.
- W4385292008 hasAuthorship W4385292008A5058673189 @default.
- W4385292008 hasAuthorship W4385292008A5086430646 @default.
- W4385292008 hasAuthorship W4385292008A5089412165 @default.
- W4385292008 hasBestOaLocation W43852920081 @default.
- W4385292008 hasConcept C112972136 @default.
- W4385292008 hasConcept C119857082 @default.
- W4385292008 hasConcept C121332964 @default.
- W4385292008 hasConcept C121864883 @default.
- W4385292008 hasConcept C127313418 @default.
- W4385292008 hasConcept C149810388 @default.
- W4385292008 hasConcept C151730666 @default.
- W4385292008 hasConcept C154945302 @default.
- W4385292008 hasConcept C162324750 @default.
- W4385292008 hasConcept C196558001 @default.
- W4385292008 hasConcept C2779343474 @default.
- W4385292008 hasConcept C41008148 @default.
- W4385292008 hasConcept C50522688 @default.
- W4385292008 hasConcept C50644808 @default.
- W4385292008 hasConcept C57879066 @default.
- W4385292008 hasConceptScore W4385292008C112972136 @default.
- W4385292008 hasConceptScore W4385292008C119857082 @default.
- W4385292008 hasConceptScore W4385292008C121332964 @default.
- W4385292008 hasConceptScore W4385292008C121864883 @default.
- W4385292008 hasConceptScore W4385292008C127313418 @default.
- W4385292008 hasConceptScore W4385292008C149810388 @default.
- W4385292008 hasConceptScore W4385292008C151730666 @default.
- W4385292008 hasConceptScore W4385292008C154945302 @default.
- W4385292008 hasConceptScore W4385292008C162324750 @default.
- W4385292008 hasConceptScore W4385292008C196558001 @default.
- W4385292008 hasConceptScore W4385292008C2779343474 @default.
- W4385292008 hasConceptScore W4385292008C41008148 @default.
- W4385292008 hasConceptScore W4385292008C50522688 @default.
- W4385292008 hasConceptScore W4385292008C50644808 @default.
- W4385292008 hasConceptScore W4385292008C57879066 @default.
- W4385292008 hasLocation W43852920081 @default.
- W4385292008 hasOpenAccess W4385292008 @default.
- W4385292008 hasPrimaryLocation W43852920081 @default.
- W4385292008 hasRelatedWork W2105508921 @default.
- W4385292008 hasRelatedWork W2349728598 @default.
- W4385292008 hasRelatedWork W2377995945 @default.
- W4385292008 hasRelatedWork W2379629709 @default.
- W4385292008 hasRelatedWork W3017054987 @default.
- W4385292008 hasRelatedWork W3033699114 @default.
- W4385292008 hasRelatedWork W3158228679 @default.
- W4385292008 hasRelatedWork W4212806006 @default.
- W4385292008 hasRelatedWork W4231884363 @default.
- W4385292008 hasRelatedWork W641208093 @default.
- W4385292008 isParatext "false" @default.
- W4385292008 isRetracted "false" @default.
- W4385292008 workType "article" @default.