Matches in SemOpenAlex for { <https://semopenalex.org/work/W4386073189> ?p ?o ?g. }
Showing items 1 to 92 of
92
with 100 items per page.
- W4386073189 endingPage "8" @default.
- W4386073189 startingPage "1" @default.
- W4386073189 abstract "AbstractThe optimal experimental design (OED) provides informative experimental resources and reduces the inherent uncertainty of the experiment. The OED is a framework to maximize performed experiments by controlling design variables. This paper proposes the OED framework combined with deep neural network (DNN) surrogate model to find the optimal design over large and complex design space. The OED has the optimization process to maximize the conditional mutual information (CMI) between hidden properties and composite structural performances. Approximate coordinate exchange (ACE) algorithm was applied to find the optimal design over a high and complicated design space. For fast optimization, surrogate DNN model was used instead of finite element analysis. Two examples were executed for the demonstration of the OED frameworks. From the results of each demonstration, OED provided the results that are consistent with heuristic knowledge.Keywords: Optimal experimental designcomposite failureconditional mutual informationdeep neural networkssurrogate modeling Disclosure statementNo potential conflict of interest was reported by the author(s).Additional informationFundingThis work was supported by Korea Evaluation Institute of Industrial Technology (KEIT) grant of the Korea government [No.20013598, Industrial Technology Innovation Program] and Institute of Engineering Research at Seoul National University. Authors are grateful for their supports." @default.
- W4386073189 created "2023-08-23" @default.
- W4386073189 creator A5056226186 @default.
- W4386073189 creator A5068930000 @default.
- W4386073189 date "2023-08-22" @default.
- W4386073189 modified "2023-10-10" @default.
- W4386073189 title "Information-driven optimal experimental design with deep neural network surrogate model for composite materials" @default.
- W4386073189 cites W128740895 @default.
- W4386073189 cites W1969131157 @default.
- W4386073189 cites W2014018052 @default.
- W4386073189 cites W2101484286 @default.
- W4386073189 cites W2147493395 @default.
- W4386073189 cites W2396348748 @default.
- W4386073189 cites W2478708596 @default.
- W4386073189 cites W2558588185 @default.
- W4386073189 cites W2806634774 @default.
- W4386073189 cites W2969732034 @default.
- W4386073189 cites W3091974055 @default.
- W4386073189 cites W3107955707 @default.
- W4386073189 cites W3123648269 @default.
- W4386073189 cites W3184420864 @default.
- W4386073189 cites W3194300689 @default.
- W4386073189 cites W4220867999 @default.
- W4386073189 cites W4225668157 @default.
- W4386073189 cites W4235671834 @default.
- W4386073189 cites W4292375945 @default.
- W4386073189 cites W4298311600 @default.
- W4386073189 cites W4311870961 @default.
- W4386073189 cites W4316660767 @default.
- W4386073189 cites W4323363192 @default.
- W4386073189 cites W4366989125 @default.
- W4386073189 cites W55534668 @default.
- W4386073189 doi "https://doi.org/10.1080/15376494.2023.2242341" @default.
- W4386073189 hasPublicationYear "2023" @default.
- W4386073189 type Work @default.
- W4386073189 citedByCount "0" @default.
- W4386073189 crossrefType "journal-article" @default.
- W4386073189 hasAuthorship W4386073189A5056226186 @default.
- W4386073189 hasAuthorship W4386073189A5068930000 @default.
- W4386073189 hasConcept C105795698 @default.
- W4386073189 hasConcept C111919701 @default.
- W4386073189 hasConcept C119857082 @default.
- W4386073189 hasConcept C126255220 @default.
- W4386073189 hasConcept C127413603 @default.
- W4386073189 hasConcept C131675550 @default.
- W4386073189 hasConcept C13736549 @default.
- W4386073189 hasConcept C154945302 @default.
- W4386073189 hasConcept C173801870 @default.
- W4386073189 hasConcept C186394612 @default.
- W4386073189 hasConcept C33923547 @default.
- W4386073189 hasConcept C34559072 @default.
- W4386073189 hasConcept C34972735 @default.
- W4386073189 hasConcept C41008148 @default.
- W4386073189 hasConcept C50644808 @default.
- W4386073189 hasConcept C78519656 @default.
- W4386073189 hasConcept C98045186 @default.
- W4386073189 hasConceptScore W4386073189C105795698 @default.
- W4386073189 hasConceptScore W4386073189C111919701 @default.
- W4386073189 hasConceptScore W4386073189C119857082 @default.
- W4386073189 hasConceptScore W4386073189C126255220 @default.
- W4386073189 hasConceptScore W4386073189C127413603 @default.
- W4386073189 hasConceptScore W4386073189C131675550 @default.
- W4386073189 hasConceptScore W4386073189C13736549 @default.
- W4386073189 hasConceptScore W4386073189C154945302 @default.
- W4386073189 hasConceptScore W4386073189C173801870 @default.
- W4386073189 hasConceptScore W4386073189C186394612 @default.
- W4386073189 hasConceptScore W4386073189C33923547 @default.
- W4386073189 hasConceptScore W4386073189C34559072 @default.
- W4386073189 hasConceptScore W4386073189C34972735 @default.
- W4386073189 hasConceptScore W4386073189C41008148 @default.
- W4386073189 hasConceptScore W4386073189C50644808 @default.
- W4386073189 hasConceptScore W4386073189C78519656 @default.
- W4386073189 hasConceptScore W4386073189C98045186 @default.
- W4386073189 hasFunder F4320334879 @default.
- W4386073189 hasLocation W43860731891 @default.
- W4386073189 hasOpenAccess W4386073189 @default.
- W4386073189 hasPrimaryLocation W43860731891 @default.
- W4386073189 hasRelatedWork W201868214 @default.
- W4386073189 hasRelatedWork W2081083659 @default.
- W4386073189 hasRelatedWork W2262437913 @default.
- W4386073189 hasRelatedWork W2316484965 @default.
- W4386073189 hasRelatedWork W2784203538 @default.
- W4386073189 hasRelatedWork W2910117218 @default.
- W4386073189 hasRelatedWork W2918335920 @default.
- W4386073189 hasRelatedWork W38003520 @default.
- W4386073189 hasRelatedWork W4322760874 @default.
- W4386073189 hasRelatedWork W2890550405 @default.
- W4386073189 isParatext "false" @default.
- W4386073189 isRetracted "false" @default.
- W4386073189 workType "article" @default.