FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1983671004> ?p ?o ?g. }

• W1983671004 endingPage "39" @default.
• W1983671004 startingPage "24" @default.
• W1983671004 abstract "Shannon-type expected information gain can be used to evaluate the relevance of a proposed experiment subjected to uncertainty. The estimation of such gain, however, relies on a double-loop integration. Moreover, its numerical integration in multi-dimensional cases, e.g., when using Monte Carlo sampling methods, is therefore computationally too expensive for realistic physical models, especially for those involving the solution of partial differential equations. In this work, we present a new methodology, based on the Laplace approximation for the integration of the posterior probability density function (pdf), to accelerate the estimation of the expected information gains in the model parameters and predictive quantities of interest. We obtain a closed-form approximation of the inner integral and the corresponding dominant error term in the cases where parameters are determined by the experiment, such that only a single-loop integration is needed to carry out the estimation of the expected information gain. To deal with the issue of dimensionality in a complex problem, we use a sparse quadrature for the integration over the prior pdf. We demonstrate the accuracy, efficiency and robustness of the proposed method via several nonlinear numerical examples, including the designs of the scalar parameter in a one-dimensional cubic polynomial function, the design of the same scalar in a modified function with two indistinguishable parameters, the resolution width and measurement time for a blurred single peak spectrum, and the boundary source locations for impedance tomography in a square domain." @default.
• W1983671004 created "2016-06-24" @default.
• W1983671004 creator A5004741413 @default.
• W1983671004 creator A5004939553 @default.
• W1983671004 creator A5009046716 @default.
• W1983671004 creator A5021137862 @default.
• W1983671004 date "2013-06-01" @default.
• W1983671004 modified "2023-10-16" @default.
• W1983671004 title "Fast estimation of expected information gains for Bayesian experimental designs based on Laplace approximations" @default.
• W1983671004 cites W1538581893 @default.
• W1983671004 cites W1965555277 @default.
• W1983671004 cites W1965911876 @default.
• W1983671004 cites W1969131157 @default.
• W1983671004 cites W1971508657 @default.
• W1983671004 cites W1975408228 @default.
• W1983671004 cites W2014018052 @default.
• W1983671004 cites W2017696952 @default.
• W1983671004 cites W2018304737 @default.
• W1983671004 cites W2019963142 @default.
• W1983671004 cites W2053305303 @default.
• W1983671004 cites W2056227133 @default.
• W1983671004 cites W2066051102 @default.
• W1983671004 cites W2083845086 @default.
• W1983671004 cites W2086565744 @default.
• W1983671004 cites W2094537558 @default.
• W1983671004 cites W2106060252 @default.
• W1983671004 cites W2126821215 @default.
• W1983671004 cites W2141940710 @default.
• W1983671004 cites W2142863015 @default.
• W1983671004 cites W2317074268 @default.
• W1983671004 cites W2346731732 @default.
• W1983671004 cites W4250676302 @default.
• W1983671004 doi "https://doi.org/10.1016/j.cma.2013.02.017" @default.
• W1983671004 hasPublicationYear "2013" @default.
• W1983671004 type Work @default.
• W1983671004 sameAs 1983671004 @default.
• W1983671004 citedByCount "105" @default.
• W1983671004 countsByYear W19836710042014 @default.
• W1983671004 countsByYear W19836710042015 @default.
• W1983671004 countsByYear W19836710042016 @default.
• W1983671004 countsByYear W19836710042017 @default.
• W1983671004 countsByYear W19836710042018 @default.
• W1983671004 countsByYear W19836710042019 @default.
• W1983671004 countsByYear W19836710042020 @default.
• W1983671004 countsByYear W19836710042021 @default.
• W1983671004 countsByYear W19836710042022 @default.
• W1983671004 countsByYear W19836710042023 @default.
• W1983671004 crossrefType "journal-article" @default.
• W1983671004 hasAuthorship W1983671004A5004741413 @default.
• W1983671004 hasAuthorship W1983671004A5004939553 @default.
• W1983671004 hasAuthorship W1983671004A5009046716 @default.
• W1983671004 hasAuthorship W1983671004A5021137862 @default.
• W1983671004 hasConcept C104317684 @default.
• W1983671004 hasConcept C105795698 @default.
• W1983671004 hasConcept C107673813 @default.
• W1983671004 hasConcept C11413529 @default.
• W1983671004 hasConcept C121332964 @default.
• W1983671004 hasConcept C126255220 @default.
• W1983671004 hasConcept C127349201 @default.
• W1983671004 hasConcept C134306372 @default.
• W1983671004 hasConcept C158622935 @default.
• W1983671004 hasConcept C160234255 @default.
• W1983671004 hasConcept C185592680 @default.
• W1983671004 hasConcept C19499675 @default.
• W1983671004 hasConcept C22243797 @default.
• W1983671004 hasConcept C2524010 @default.
• W1983671004 hasConcept C28826006 @default.
• W1983671004 hasConcept C33923547 @default.
• W1983671004 hasConcept C55493867 @default.
• W1983671004 hasConcept C57691317 @default.
• W1983671004 hasConcept C62520636 @default.
• W1983671004 hasConcept C63479239 @default.
• W1983671004 hasConcept C97937538 @default.
• W1983671004 hasConceptScore W1983671004C104317684 @default.
• W1983671004 hasConceptScore W1983671004C105795698 @default.
• W1983671004 hasConceptScore W1983671004C107673813 @default.
• W1983671004 hasConceptScore W1983671004C11413529 @default.
• W1983671004 hasConceptScore W1983671004C121332964 @default.
• W1983671004 hasConceptScore W1983671004C126255220 @default.
• W1983671004 hasConceptScore W1983671004C127349201 @default.
• W1983671004 hasConceptScore W1983671004C134306372 @default.
• W1983671004 hasConceptScore W1983671004C158622935 @default.
• W1983671004 hasConceptScore W1983671004C160234255 @default.
• W1983671004 hasConceptScore W1983671004C185592680 @default.
• W1983671004 hasConceptScore W1983671004C19499675 @default.
• W1983671004 hasConceptScore W1983671004C22243797 @default.
• W1983671004 hasConceptScore W1983671004C2524010 @default.
• W1983671004 hasConceptScore W1983671004C28826006 @default.
• W1983671004 hasConceptScore W1983671004C33923547 @default.
• W1983671004 hasConceptScore W1983671004C55493867 @default.
• W1983671004 hasConceptScore W1983671004C57691317 @default.
• W1983671004 hasConceptScore W1983671004C62520636 @default.
• W1983671004 hasConceptScore W1983671004C63479239 @default.
• W1983671004 hasConceptScore W1983671004C97937538 @default.
• W1983671004 hasFunder F4320322320 @default.
• W1983671004 hasLocation W19836710041 @default.
• W1983671004 hasOpenAccess W1983671004 @default.
• W1983671004 hasPrimaryLocation W19836710041 @default.

• next