Matches in SemOpenAlex for { <https://semopenalex.org/work/W2083792957> ?p ?o ?g. }
- W2083792957 endingPage "3367" @default.
- W2083792957 startingPage "3357" @default.
- W2083792957 abstract "Abstract: The paper proposes a general procedure based on Bayesian neural networks for parameter identification of numerical models. In this context, the Bayesian neural networks are extended to multiple outputs with a full covariance matrix to describe the correlation between the noise of output parameters. This extension is especially useful for inverse problems such as a parameter identification procedure, since it allows for the quantification of correlations between output parameters. Based on numerically obtained forward calculations, the Bayesian neural network is trained to solve the inverse parameter identification problem. The main advantage of the method is the ability to verify the accuracy of the identified parameters and their correlation. The methodology further allows to detect, whether a certain set of experiments is sufficient to determine an individual model parameter. As a result, a general scheme for the design of experiments to identify model parameters is developed and illustrated for two examples." @default.
- W2083792957 created "2016-06-24" @default.
- W2083792957 creator A5025329297 @default.
- W2083792957 creator A5075972804 @default.
- W2083792957 date "2011-06-01" @default.
- W2083792957 modified "2023-09-30" @default.
- W2083792957 title "An inverse parameter identification procedure assessing the quality of the estimates using Bayesian neural networks" @default.
- W2083792957 cites W1970298806 @default.
- W2083792957 cites W1973166102 @default.
- W2083792957 cites W1973345688 @default.
- W2083792957 cites W1988878180 @default.
- W2083792957 cites W1993725358 @default.
- W2083792957 cites W1994665973 @default.
- W2083792957 cites W1998477038 @default.
- W2083792957 cites W1999923502 @default.
- W2083792957 cites W2016043834 @default.
- W2083792957 cites W2023872052 @default.
- W2083792957 cites W2038017605 @default.
- W2083792957 cites W2045601566 @default.
- W2083792957 cites W2054446276 @default.
- W2083792957 cites W2054713718 @default.
- W2083792957 cites W2056811448 @default.
- W2083792957 cites W2065195341 @default.
- W2083792957 cites W2069690601 @default.
- W2083792957 cites W2070076468 @default.
- W2083792957 cites W2092330586 @default.
- W2083792957 cites W2111051539 @default.
- W2083792957 cites W2120996306 @default.
- W2083792957 cites W2135520967 @default.
- W2083792957 cites W2137983211 @default.
- W2083792957 cites W2138484437 @default.
- W2083792957 cites W2145085734 @default.
- W2083792957 cites W2146901562 @default.
- W2083792957 cites W2154808242 @default.
- W2083792957 cites W2156074302 @default.
- W2083792957 cites W2567592975 @default.
- W2083792957 cites W2911546748 @default.
- W2083792957 cites W4244577065 @default.
- W2083792957 cites W4245068852 @default.
- W2083792957 doi "https://doi.org/10.1016/j.asoc.2011.01.007" @default.
- W2083792957 hasPublicationYear "2011" @default.
- W2083792957 type Work @default.
- W2083792957 sameAs 2083792957 @default.
- W2083792957 citedByCount "14" @default.
- W2083792957 countsByYear W20837929572013 @default.
- W2083792957 countsByYear W20837929572014 @default.
- W2083792957 countsByYear W20837929572019 @default.
- W2083792957 countsByYear W20837929572020 @default.
- W2083792957 countsByYear W20837929572022 @default.
- W2083792957 countsByYear W20837929572023 @default.
- W2083792957 crossrefType "journal-article" @default.
- W2083792957 hasAuthorship W2083792957A5025329297 @default.
- W2083792957 hasAuthorship W2083792957A5075972804 @default.
- W2083792957 hasConcept C105795698 @default.
- W2083792957 hasConcept C107673813 @default.
- W2083792957 hasConcept C111472728 @default.
- W2083792957 hasConcept C116834253 @default.
- W2083792957 hasConcept C119857082 @default.
- W2083792957 hasConcept C124101348 @default.
- W2083792957 hasConcept C138885662 @default.
- W2083792957 hasConcept C153180895 @default.
- W2083792957 hasConcept C154945302 @default.
- W2083792957 hasConcept C207467116 @default.
- W2083792957 hasConcept C2524010 @default.
- W2083792957 hasConcept C2779530757 @default.
- W2083792957 hasConcept C33923547 @default.
- W2083792957 hasConcept C41008148 @default.
- W2083792957 hasConcept C50644808 @default.
- W2083792957 hasConcept C59822182 @default.
- W2083792957 hasConcept C86803240 @default.
- W2083792957 hasConceptScore W2083792957C105795698 @default.
- W2083792957 hasConceptScore W2083792957C107673813 @default.
- W2083792957 hasConceptScore W2083792957C111472728 @default.
- W2083792957 hasConceptScore W2083792957C116834253 @default.
- W2083792957 hasConceptScore W2083792957C119857082 @default.
- W2083792957 hasConceptScore W2083792957C124101348 @default.
- W2083792957 hasConceptScore W2083792957C138885662 @default.
- W2083792957 hasConceptScore W2083792957C153180895 @default.
- W2083792957 hasConceptScore W2083792957C154945302 @default.
- W2083792957 hasConceptScore W2083792957C207467116 @default.
- W2083792957 hasConceptScore W2083792957C2524010 @default.
- W2083792957 hasConceptScore W2083792957C2779530757 @default.
- W2083792957 hasConceptScore W2083792957C33923547 @default.
- W2083792957 hasConceptScore W2083792957C41008148 @default.
- W2083792957 hasConceptScore W2083792957C50644808 @default.
- W2083792957 hasConceptScore W2083792957C59822182 @default.
- W2083792957 hasConceptScore W2083792957C86803240 @default.
- W2083792957 hasIssue "4" @default.
- W2083792957 hasLocation W20837929571 @default.
- W2083792957 hasOpenAccess W2083792957 @default.
- W2083792957 hasPrimaryLocation W20837929571 @default.
- W2083792957 hasRelatedWork W2386387936 @default.
- W2083792957 hasRelatedWork W2961085424 @default.
- W2083792957 hasRelatedWork W3046775127 @default.
- W2083792957 hasRelatedWork W3170094116 @default.
- W2083792957 hasRelatedWork W4205958290 @default.
- W2083792957 hasRelatedWork W4285260836 @default.
- W2083792957 hasRelatedWork W4286629047 @default.