Matches in SemOpenAlex for { <https://semopenalex.org/work/W3043117718> ?p ?o ?g. }
- W3043117718 endingPage "2113" @default.
- W3043117718 startingPage "2093" @default.
- W3043117718 abstract "Summary Back analysis can provide engineers with important information for better decision‐making. Over the years, research on back analysis has focused mainly on optimisation techniques, while comparative studies of data‐interpretation methodologies have seldom been reported. This paper examines the use of three data‐interpretation methodologies on the performance of geotechnical back analysis. In general, there are two types of approaches for interpreting model predictions using field measurements, deterministic versus population‐based, both of which are considered in this study. The methodologies that are compared are (a) error‐domain model falsification (EDMF), (b) Bayesian model updating and (c) residual minimisation. Back analyses of an excavation case history in Singapore using the three methodologies indicate that each has strengths and limitations. Residual minimisation, though easy to implement, shows limited capabilities of interpreting measurement data with large uncertainty errors. EDMF provides robustness against incomplete information of the correlation structure. This is achieved at the expense of precision, as EDMF yields wider confidence intervals of the identified parameter values and predicted quantities compared with Bayesian model updating. In this regard, a modified EDMF implementation is proposed, which can improve upon the limitations of the traditional EDMF method, thus enhancing the quality of the identification outcomes." @default.
- W3043117718 created "2020-07-23" @default.
- W3043117718 creator A5038647414 @default.
- W3043117718 creator A5045818893 @default.
- W3043117718 creator A5057041804 @default.
- W3043117718 creator A5073939103 @default.
- W3043117718 date "2020-07-12" @default.
- W3043117718 modified "2023-10-01" @default.
- W3043117718 title "Comparative study of the effects of three data‐interpretation methodologies on the performance of geotechnical back analysis" @default.
- W3043117718 cites W1502922572 @default.
- W3043117718 cites W1857397206 @default.
- W3043117718 cites W1977180542 @default.
- W3043117718 cites W1978749319 @default.
- W3043117718 cites W1980361506 @default.
- W3043117718 cites W1993310267 @default.
- W3043117718 cites W2020427525 @default.
- W3043117718 cites W2032136732 @default.
- W3043117718 cites W2037583862 @default.
- W3043117718 cites W2044493971 @default.
- W3043117718 cites W2048367362 @default.
- W3043117718 cites W2051983088 @default.
- W3043117718 cites W2065979495 @default.
- W3043117718 cites W2068822734 @default.
- W3043117718 cites W2084489934 @default.
- W3043117718 cites W2085063082 @default.
- W3043117718 cites W2091780029 @default.
- W3043117718 cites W2109790965 @default.
- W3043117718 cites W2126507689 @default.
- W3043117718 cites W2143079975 @default.
- W3043117718 cites W2153699738 @default.
- W3043117718 cites W2169704879 @default.
- W3043117718 cites W2190337502 @default.
- W3043117718 cites W2541707804 @default.
- W3043117718 cites W2569979423 @default.
- W3043117718 cites W2594134219 @default.
- W3043117718 cites W2724707786 @default.
- W3043117718 cites W2782831345 @default.
- W3043117718 cites W2787158955 @default.
- W3043117718 cites W2793446282 @default.
- W3043117718 cites W2810713782 @default.
- W3043117718 cites W2887209920 @default.
- W3043117718 cites W2902532632 @default.
- W3043117718 cites W2903751143 @default.
- W3043117718 cites W2916463108 @default.
- W3043117718 cites W4211209398 @default.
- W3043117718 cites W4230727657 @default.
- W3043117718 cites W993568417 @default.
- W3043117718 doi "https://doi.org/10.1002/nag.3120" @default.
- W3043117718 hasPublicationYear "2020" @default.
- W3043117718 type Work @default.
- W3043117718 sameAs 3043117718 @default.
- W3043117718 citedByCount "5" @default.
- W3043117718 countsByYear W30431177182021 @default.
- W3043117718 countsByYear W30431177182022 @default.
- W3043117718 countsByYear W30431177182023 @default.
- W3043117718 crossrefType "journal-article" @default.
- W3043117718 hasAuthorship W3043117718A5038647414 @default.
- W3043117718 hasAuthorship W3043117718A5045818893 @default.
- W3043117718 hasAuthorship W3043117718A5057041804 @default.
- W3043117718 hasAuthorship W3043117718A5073939103 @default.
- W3043117718 hasBestOaLocation W30431177182 @default.
- W3043117718 hasConcept C104317684 @default.
- W3043117718 hasConcept C107673813 @default.
- W3043117718 hasConcept C11413529 @default.
- W3043117718 hasConcept C124101348 @default.
- W3043117718 hasConcept C127413603 @default.
- W3043117718 hasConcept C154945302 @default.
- W3043117718 hasConcept C155512373 @default.
- W3043117718 hasConcept C160234255 @default.
- W3043117718 hasConcept C185592680 @default.
- W3043117718 hasConcept C41008148 @default.
- W3043117718 hasConcept C55493867 @default.
- W3043117718 hasConcept C63479239 @default.
- W3043117718 hasConceptScore W3043117718C104317684 @default.
- W3043117718 hasConceptScore W3043117718C107673813 @default.
- W3043117718 hasConceptScore W3043117718C11413529 @default.
- W3043117718 hasConceptScore W3043117718C124101348 @default.
- W3043117718 hasConceptScore W3043117718C127413603 @default.
- W3043117718 hasConceptScore W3043117718C154945302 @default.
- W3043117718 hasConceptScore W3043117718C155512373 @default.
- W3043117718 hasConceptScore W3043117718C160234255 @default.
- W3043117718 hasConceptScore W3043117718C185592680 @default.
- W3043117718 hasConceptScore W3043117718C41008148 @default.
- W3043117718 hasConceptScore W3043117718C55493867 @default.
- W3043117718 hasConceptScore W3043117718C63479239 @default.
- W3043117718 hasFunder F4320320709 @default.
- W3043117718 hasIssue "15" @default.
- W3043117718 hasLocation W30431177181 @default.
- W3043117718 hasLocation W30431177182 @default.
- W3043117718 hasOpenAccess W3043117718 @default.
- W3043117718 hasPrimaryLocation W30431177181 @default.
- W3043117718 hasRelatedWork W1946826424 @default.
- W3043117718 hasRelatedWork W2044765982 @default.
- W3043117718 hasRelatedWork W2155406466 @default.
- W3043117718 hasRelatedWork W2313926215 @default.
- W3043117718 hasRelatedWork W2430546716 @default.
- W3043117718 hasRelatedWork W2809253131 @default.
- W3043117718 hasRelatedWork W2899084033 @default.