FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4300773905> ?p ?o ?g. }

• W4300773905 endingPage "102289" @default.
• W4300773905 startingPage "102289" @default.
• W4300773905 abstract "Data-driven material models have shown advantages in recent studies since they can directly use the existing data and improve the model performances further when additional data is available. However, few data-driven material models in the previous studies considered the uncertainty and stochastic correlations of the material properties. In this work, the hybrid Proper Orthogonal Decomposition-Heteroscedastic Sparse Gaussian Process Regression (POD-HSGPR) framework is proposed for predicting stochastic material behaviors and their correlation. The two material behaviors case studies on the metal strength and the rock joint behavior have demonstrated that the proposed POD-HSGPR-based stochastic material model can effectively capture the material properties, material uncertainty, and stochastic correlation between the material behaviors directly from the experimental dataset. The proposed POD-HSGPR model is then applied to a rock slope structure problem to investigate the influence of the correlation of material properties on structural behavior. The results indicate that the proposed POD-HSGPR model could effectively quantify the correlation effect in a non-parametric format and avoid the overestimation of structural reliability." @default.
• W4300773905 created "2022-10-04" @default.
• W4300773905 creator A5038068441 @default.
• W4300773905 creator A5081905540 @default.
• W4300773905 creator A5091341110 @default.
• W4300773905 date "2023-01-01" @default.
• W4300773905 modified "2023-10-06" @default.
• W4300773905 title "A hybrid proper orthogonal decomposition-heteroscedastic sparse Gaussian process regression model for evaluating structural reliability with correlated stochastic material properties" @default.
• W4300773905 cites W1975924406 @default.
• W4300773905 cites W2045487043 @default.
• W4300773905 cites W2054598561 @default.
• W4300773905 cites W2167049047 @default.
• W4300773905 cites W2261676784 @default.
• W4300773905 cites W2280131528 @default.
• W4300773905 cites W2337086579 @default.
• W4300773905 cites W2529967764 @default.
• W4300773905 cites W2539324467 @default.
• W4300773905 cites W2555697849 @default.
• W4300773905 cites W2624989300 @default.
• W4300773905 cites W2732319205 @default.
• W4300773905 cites W2791498854 @default.
• W4300773905 cites W2804313561 @default.
• W4300773905 cites W2889287912 @default.
• W4300773905 cites W2947553892 @default.
• W4300773905 cites W2963371830 @default.
• W4300773905 cites W2973218737 @default.
• W4300773905 cites W2999772350 @default.
• W4300773905 cites W3023288747 @default.
• W4300773905 cites W3082848935 @default.
• W4300773905 cites W3165477099 @default.
• W4300773905 cites W3194821168 @default.
• W4300773905 cites W4212885379 @default.
• W4300773905 cites W4281493563 @default.
• W4300773905 doi "https://doi.org/10.1016/j.strusafe.2022.102289" @default.
• W4300773905 hasPublicationYear "2023" @default.
• W4300773905 type Work @default.
• W4300773905 citedByCount "2" @default.
• W4300773905 countsByYear W43007739052023 @default.
• W4300773905 crossrefType "journal-article" @default.
• W4300773905 hasAuthorship W4300773905A5038068441 @default.
• W4300773905 hasAuthorship W4300773905A5081905540 @default.
• W4300773905 hasAuthorship W4300773905A5091341110 @default.
• W4300773905 hasConcept C101104100 @default.
• W4300773905 hasConcept C105795698 @default.
• W4300773905 hasConcept C11413529 @default.
• W4300773905 hasConcept C117251300 @default.
• W4300773905 hasConcept C121332964 @default.
• W4300773905 hasConcept C127491075 @default.
• W4300773905 hasConcept C149782125 @default.
• W4300773905 hasConcept C159985019 @default.
• W4300773905 hasConcept C163258240 @default.
• W4300773905 hasConcept C163716315 @default.
• W4300773905 hasConcept C186060115 @default.
• W4300773905 hasConcept C192562407 @default.
• W4300773905 hasConcept C25915931 @default.
• W4300773905 hasConcept C31555180 @default.
• W4300773905 hasConcept C33923547 @default.
• W4300773905 hasConcept C41008148 @default.
• W4300773905 hasConcept C43214815 @default.
• W4300773905 hasConcept C55037315 @default.
• W4300773905 hasConcept C61326573 @default.
• W4300773905 hasConcept C62520636 @default.
• W4300773905 hasConcept C81692654 @default.
• W4300773905 hasConcept C8272713 @default.
• W4300773905 hasConcept C86803240 @default.
• W4300773905 hasConceptScore W4300773905C101104100 @default.
• W4300773905 hasConceptScore W4300773905C105795698 @default.
• W4300773905 hasConceptScore W4300773905C11413529 @default.
• W4300773905 hasConceptScore W4300773905C117251300 @default.
• W4300773905 hasConceptScore W4300773905C121332964 @default.
• W4300773905 hasConceptScore W4300773905C127491075 @default.
• W4300773905 hasConceptScore W4300773905C149782125 @default.
• W4300773905 hasConceptScore W4300773905C159985019 @default.
• W4300773905 hasConceptScore W4300773905C163258240 @default.
• W4300773905 hasConceptScore W4300773905C163716315 @default.
• W4300773905 hasConceptScore W4300773905C186060115 @default.
• W4300773905 hasConceptScore W4300773905C192562407 @default.
• W4300773905 hasConceptScore W4300773905C25915931 @default.
• W4300773905 hasConceptScore W4300773905C31555180 @default.
• W4300773905 hasConceptScore W4300773905C33923547 @default.
• W4300773905 hasConceptScore W4300773905C41008148 @default.
• W4300773905 hasConceptScore W4300773905C43214815 @default.
• W4300773905 hasConceptScore W4300773905C55037315 @default.
• W4300773905 hasConceptScore W4300773905C61326573 @default.
• W4300773905 hasConceptScore W4300773905C62520636 @default.
• W4300773905 hasConceptScore W4300773905C81692654 @default.
• W4300773905 hasConceptScore W4300773905C8272713 @default.
• W4300773905 hasConceptScore W4300773905C86803240 @default.
• W4300773905 hasFunder F4320312169 @default.
• W4300773905 hasFunder F4320315885 @default.
• W4300773905 hasFunder F4320320966 @default.
• W4300773905 hasFunder F4320334704 @default.
• W4300773905 hasLocation W43007739051 @default.
• W4300773905 hasOpenAccess W4300773905 @default.
• W4300773905 hasPrimaryLocation W43007739051 @default.
• W4300773905 hasRelatedWork W1991550628 @default.
• W4300773905 hasRelatedWork W1992898284 @default.
• W4300773905 hasRelatedWork W2107682937 @default.

• next