FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4304974986> ?p ?o ?g. }

• W4304974986 endingPage "26" @default.
• W4304974986 startingPage "1" @default.
• W4304974986 abstract "Groundwater flow depends on subsurface heterogeneity, which often calls for categorical fields to represent different geological facies. The knowledge about subsurface is however limited and often provided indirectly by state variables, such as hydraulic heads of contaminant concentrations. In such cases, solving a categorical inverse problem is an important step in subsurface modeling. In this work, we present and compare three recent inverse frameworks: Posterior Population Expansion (PoPEx), Ensemble Smoother with Multiple Data Assimilation (ESMDA), and DREAM-ZS (a Markov chain Monte Carlo sampler). PoPEx and ESDMA are used with Multiple-point statistics (MPS) as geostatistical engines, and DREAM-ZS is used with a Wasserstein generative adversarial network (WGAN). The three inversion methods are tested on a synthetic example of a pumping test in a fluvial channelized aquifer. Moreover, the inverse problem is solved three times with each method, each time using a different training image to check the performance of the methods with different geological priors. To assess the quality of the results, we propose a framework based on continuous ranked probability score (CRPS), which compares single true values with predictive distributions. All methods performed well when using the training image used to create the reference, but their performances were degraded with the alternative training images. PoPEx produced the least geological artifacts but presented a rather slow convergence. ESMDA showed initially a very fast convergence which reaches a plateau, contrary to the remaining methods. DREAM-ZS was overly confident in placing some incorrect geological features but outperformed the other methods in terms of convergence." @default.
• W4304974986 created "2022-10-14" @default.
• W4304974986 creator A5008884264 @default.
• W4304974986 creator A5012130359 @default.
• W4304974986 creator A5019048049 @default.
• W4304974986 date "2022-10-21" @default.
• W4304974986 modified "2023-10-01" @default.
• W4304974986 title "Comparison of three recent discrete stochastic inversion methods and influence of the prior choice" @default.
• W4304974986 cites W1512208174 @default.
• W4304974986 cites W1590954147 @default.
• W4304974986 cites W1821143250 @default.
• W4304974986 cites W1861725096 @default.
• W4304974986 cites W1987123681 @default.
• W4304974986 cites W1989726841 @default.
• W4304974986 cites W2010625929 @default.
• W4304974986 cites W2010676826 @default.
• W4304974986 cites W2018353504 @default.
• W4304974986 cites W2025720061 @default.
• W4304974986 cites W2050756575 @default.
• W4304974986 cites W2051233814 @default.
• W4304974986 cites W2067138579 @default.
• W4304974986 cites W2073241381 @default.
• W4304974986 cites W2075473759 @default.
• W4304974986 cites W2078327207 @default.
• W4304974986 cites W2079855895 @default.
• W4304974986 cites W2102277009 @default.
• W4304974986 cites W2110766101 @default.
• W4304974986 cites W2117681582 @default.
• W4304974986 cites W2130715829 @default.
• W4304974986 cites W2144661611 @default.
• W4304974986 cites W2148534890 @default.
• W4304974986 cites W2272241597 @default.
• W4304974986 cites W2328408066 @default.
• W4304974986 cites W2329062204 @default.
• W4304974986 cites W2595177631 @default.
• W4304974986 cites W2762902720 @default.
• W4304974986 cites W2807955091 @default.
• W4304974986 cites W2900723764 @default.
• W4304974986 cites W2972265906 @default.
• W4304974986 cites W3004998321 @default.
• W4304974986 cites W3015270640 @default.
• W4304974986 cites W3042570546 @default.
• W4304974986 cites W3106811345 @default.
• W4304974986 cites W3123551284 @default.
• W4304974986 cites W3138456147 @default.
• W4304974986 cites W4231204432 @default.
• W4304974986 cites W4317880693 @default.
• W4304974986 doi "https://doi.org/10.5802/crgeos.160" @default.
• W4304974986 hasPublicationYear "2022" @default.
• W4304974986 type Work @default.
• W4304974986 citedByCount "3" @default.
• W4304974986 countsByYear W43049749862022 @default.
• W4304974986 countsByYear W43049749862023 @default.
• W4304974986 crossrefType "journal-article" @default.
• W4304974986 hasAuthorship W4304974986A5008884264 @default.
• W4304974986 hasAuthorship W4304974986A5012130359 @default.
• W4304974986 hasAuthorship W4304974986A5019048049 @default.
• W4304974986 hasBestOaLocation W43049749861 @default.
• W4304974986 hasConcept C107673813 @default.
• W4304974986 hasConcept C111350023 @default.
• W4304974986 hasConcept C11413529 @default.
• W4304974986 hasConcept C119857082 @default.
• W4304974986 hasConcept C126255220 @default.
• W4304974986 hasConcept C127313418 @default.
• W4304974986 hasConcept C134306372 @default.
• W4304974986 hasConcept C135252773 @default.
• W4304974986 hasConcept C144024400 @default.
• W4304974986 hasConcept C149923435 @default.
• W4304974986 hasConcept C154945302 @default.
• W4304974986 hasConcept C177769412 @default.
• W4304974986 hasConcept C2908647359 @default.
• W4304974986 hasConcept C33923547 @default.
• W4304974986 hasConcept C41008148 @default.
• W4304974986 hasConcept C5274069 @default.
• W4304974986 hasConceptScore W4304974986C107673813 @default.
• W4304974986 hasConceptScore W4304974986C111350023 @default.
• W4304974986 hasConceptScore W4304974986C11413529 @default.
• W4304974986 hasConceptScore W4304974986C119857082 @default.
• W4304974986 hasConceptScore W4304974986C126255220 @default.
• W4304974986 hasConceptScore W4304974986C127313418 @default.
• W4304974986 hasConceptScore W4304974986C134306372 @default.
• W4304974986 hasConceptScore W4304974986C135252773 @default.
• W4304974986 hasConceptScore W4304974986C144024400 @default.
• W4304974986 hasConceptScore W4304974986C149923435 @default.
• W4304974986 hasConceptScore W4304974986C154945302 @default.
• W4304974986 hasConceptScore W4304974986C177769412 @default.
• W4304974986 hasConceptScore W4304974986C2908647359 @default.
• W4304974986 hasConceptScore W4304974986C33923547 @default.
• W4304974986 hasConceptScore W4304974986C41008148 @default.
• W4304974986 hasConceptScore W4304974986C5274069 @default.
• W4304974986 hasIssue "S1" @default.
• W4304974986 hasLocation W43049749861 @default.
• W4304974986 hasLocation W43049749862 @default.
• W4304974986 hasOpenAccess W4304974986 @default.
• W4304974986 hasPrimaryLocation W43049749861 @default.
• W4304974986 hasRelatedWork W1536263076 @default.
• W4304974986 hasRelatedWork W2165108979 @default.
• W4304974986 hasRelatedWork W2165705953 @default.

• next