FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1488322034> ?p ?o ?g. }

• W1488322034 endingPage "3275" @default.
• W1488322034 startingPage "3257" @default.
• W1488322034 abstract "[1] This paper proposes a strategy for improving the computational efficiency of model inversion using the method of anchored distributions (MAD) by “bundling” similar model parametrizations in the likelihood function. Inferring the likelihood function typically requires a large number of forward model (FM) simulations for each possible model parametrization; as a result, the process is quite expensive. To ease this prohibitive cost, we present an approximation for the likelihood function called bundling that relaxes the requirement for high quantities of FM simulations. This approximation redefines the conditional statement of the likelihood function as the probability of a set of similar model parametrizations “bundle” replicating field measurements, which we show is neither a model reduction nor a sampling approach to improving the computational efficiency of model inversion. To evaluate the effectiveness of these modifications, we compare the quality of predictions and computational cost of bundling relative to a baseline MAD inversion of 3-D flow and transport model parameters. Additionally, to aid understanding of the implementation we provide a tutorial for bundling in the form of a sample data set and script for the R statistical computing language. For our synthetic experiment, bundling achieved a 35% reduction in overall computational cost and had a limited negative impact on predicted probability distributions of the model parameters. Strategies for minimizing error in the bundling approximation, for enforcing similarity among the sets of model parametrizations, and for identifying convergence of the likelihood function are also presented." @default.
• W1488322034 created "2016-06-24" @default.
• W1488322034 creator A5012538677 @default.
• W1488322034 creator A5046492979 @default.
• W1488322034 creator A5070263915 @default.
• W1488322034 creator A5079873685 @default.
• W1488322034 date "2013-06-01" @default.
• W1488322034 modified "2023-09-23" @default.
• W1488322034 title "A strategy for improved computational efficiency of the method of anchored distributions" @default.
• W1488322034 cites W1486816089 @default.
• W1488322034 cites W1511246716 @default.
• W1488322034 cites W1530375158 @default.
• W1488322034 cites W1610939782 @default.
• W1488322034 cites W1894934164 @default.
• W1488322034 cites W1975373052 @default.
• W1488322034 cites W1991767606 @default.
• W1488322034 cites W1994249905 @default.
• W1488322034 cites W2002139253 @default.
• W1488322034 cites W2017880874 @default.
• W1488322034 cites W2022926142 @default.
• W1488322034 cites W2034900106 @default.
• W1488322034 cites W2036351736 @default.
• W1488322034 cites W2038537222 @default.
• W1488322034 cites W2054917359 @default.
• W1488322034 cites W2057832688 @default.
• W1488322034 cites W2061078767 @default.
• W1488322034 cites W2075626434 @default.
• W1488322034 cites W2082893249 @default.
• W1488322034 cites W2087742038 @default.
• W1488322034 cites W2088174986 @default.
• W1488322034 cites W2092399864 @default.
• W1488322034 cites W2112160106 @default.
• W1488322034 cites W2133513614 @default.
• W1488322034 cites W2135800210 @default.
• W1488322034 cites W2139847942 @default.
• W1488322034 doi "https://doi.org/10.1002/wrcr.20182" @default.
• W1488322034 hasPublicationYear "2013" @default.
• W1488322034 type Work @default.
• W1488322034 sameAs 1488322034 @default.
• W1488322034 citedByCount "5" @default.
• W1488322034 countsByYear W14883220342014 @default.
• W1488322034 countsByYear W14883220342015 @default.
• W1488322034 countsByYear W14883220342016 @default.
• W1488322034 countsByYear W14883220342021 @default.
• W1488322034 crossrefType "journal-article" @default.
• W1488322034 hasAuthorship W1488322034A5012538677 @default.
• W1488322034 hasAuthorship W1488322034A5046492979 @default.
• W1488322034 hasAuthorship W1488322034A5070263915 @default.
• W1488322034 hasAuthorship W1488322034A5079873685 @default.
• W1488322034 hasBestOaLocation W14883220341 @default.
• W1488322034 hasConcept C105795698 @default.
• W1488322034 hasConcept C109007969 @default.
• W1488322034 hasConcept C11413529 @default.
• W1488322034 hasConcept C121332964 @default.
• W1488322034 hasConcept C126255220 @default.
• W1488322034 hasConcept C14036430 @default.
• W1488322034 hasConcept C151730666 @default.
• W1488322034 hasConcept C167928553 @default.
• W1488322034 hasConcept C1893757 @default.
• W1488322034 hasConcept C19499675 @default.
• W1488322034 hasConcept C202887219 @default.
• W1488322034 hasConcept C33923547 @default.
• W1488322034 hasConcept C41008148 @default.
• W1488322034 hasConcept C52740198 @default.
• W1488322034 hasConcept C62520636 @default.
• W1488322034 hasConcept C74902906 @default.
• W1488322034 hasConcept C78458016 @default.
• W1488322034 hasConcept C86803240 @default.
• W1488322034 hasConcept C89106044 @default.
• W1488322034 hasConceptScore W1488322034C105795698 @default.
• W1488322034 hasConceptScore W1488322034C109007969 @default.
• W1488322034 hasConceptScore W1488322034C11413529 @default.
• W1488322034 hasConceptScore W1488322034C121332964 @default.
• W1488322034 hasConceptScore W1488322034C126255220 @default.
• W1488322034 hasConceptScore W1488322034C14036430 @default.
• W1488322034 hasConceptScore W1488322034C151730666 @default.
• W1488322034 hasConceptScore W1488322034C167928553 @default.
• W1488322034 hasConceptScore W1488322034C1893757 @default.
• W1488322034 hasConceptScore W1488322034C19499675 @default.
• W1488322034 hasConceptScore W1488322034C202887219 @default.
• W1488322034 hasConceptScore W1488322034C33923547 @default.
• W1488322034 hasConceptScore W1488322034C41008148 @default.
• W1488322034 hasConceptScore W1488322034C52740198 @default.
• W1488322034 hasConceptScore W1488322034C62520636 @default.
• W1488322034 hasConceptScore W1488322034C74902906 @default.
• W1488322034 hasConceptScore W1488322034C78458016 @default.
• W1488322034 hasConceptScore W1488322034C86803240 @default.
• W1488322034 hasConceptScore W1488322034C89106044 @default.
• W1488322034 hasIssue "6" @default.
• W1488322034 hasLocation W14883220341 @default.
• W1488322034 hasOpenAccess W1488322034 @default.
• W1488322034 hasPrimaryLocation W14883220341 @default.
• W1488322034 hasRelatedWork W1987428169 @default.
• W1488322034 hasRelatedWork W2007479752 @default.
• W1488322034 hasRelatedWork W2095394046 @default.
• W1488322034 hasRelatedWork W2386767533 @default.
• W1488322034 hasRelatedWork W2790635380 @default.
• W1488322034 hasRelatedWork W2950290391 @default.

• next