FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4210555838> ?p ?o ?g. }

• W4210555838 abstract "Abstract Seismic coda‐wave analysis is a well‐developed method for detecting subtle physical changes in complex media by measuring arrival times in the late‐arriving energy from multiply scattered or reflected waves. However, a challenge arises when multiply scattered waves are not sufficiently separated in time from the direct arrivals to provide a clear coda wave train. Additional complications for monitoring changes in fracture systems arise when the signals originate from unsynchronized internal sources, such as natural or induced seismicity, from acoustic emission, or from transportable intra‐fracture sources (chattering dust), that generate uncontrolled signals that vary in arrival time, amplitude and frequency content. Here, we use a twin neural network (TNN also known as a Siamese neural network) for dimensionality reduction to analyze signals from chattering dust to classify the fluid saturation state of a synthetic fracture system. The TNN with shared weights generates a low‐dimensional representation of the data input by minimizing contrastive loss, serving as the input to a multiclass classifier that accurately classifies whether multiple fractures in a fracture system are fully saturated or partially saturated, or whether a change in saturation has occurred in different fractures in the system. These results show that information buried in unresolved codas from uncontrolled sources can be extracted using machine learning to monitor the evolution of fracture systems caused by physical and chemical processes even when the scattered and direct wave fields overlap." @default.
• W4210555838 created "2022-02-08" @default.
• W4210555838 creator A5055884879 @default.
• W4210555838 creator A5058689845 @default.
• W4210555838 date "2022-02-01" @default.
• W4210555838 modified "2023-10-14" @default.
• W4210555838 title "Monitoring Fracture Saturation With Internal Seismic Sources and Twin Neural Networks" @default.
• W4210555838 cites W1603384340 @default.
• W4210555838 cites W1867459468 @default.
• W4210555838 cites W1938463813 @default.
• W4210555838 cites W1964981298 @default.
• W4210555838 cites W1965421170 @default.
• W4210555838 cites W1965654165 @default.
• W4210555838 cites W1971696076 @default.
• W4210555838 cites W1973551891 @default.
• W4210555838 cites W1984203757 @default.
• W4210555838 cites W1987207363 @default.
• W4210555838 cites W1994849788 @default.
• W4210555838 cites W1995063813 @default.
• W4210555838 cites W2001719997 @default.
• W4210555838 cites W2009125877 @default.
• W4210555838 cites W2023279365 @default.
• W4210555838 cites W2028011226 @default.
• W4210555838 cites W2030385772 @default.
• W4210555838 cites W2045542493 @default.
• W4210555838 cites W2045634799 @default.
• W4210555838 cites W2045924841 @default.
• W4210555838 cites W2058724379 @default.
• W4210555838 cites W2075421943 @default.
• W4210555838 cites W2079865423 @default.
• W4210555838 cites W2083476305 @default.
• W4210555838 cites W2104069228 @default.
• W4210555838 cites W2104129559 @default.
• W4210555838 cites W2104951932 @default.
• W4210555838 cites W2123617092 @default.
• W4210555838 cites W2144498102 @default.
• W4210555838 cites W2164252093 @default.
• W4210555838 cites W2271128414 @default.
• W4210555838 cites W2520935466 @default.
• W4210555838 cites W2752296309 @default.
• W4210555838 cites W2791873954 @default.
• W4210555838 cites W2835253887 @default.
• W4210555838 cites W2914885681 @default.
• W4210555838 cites W3024845541 @default.
• W4210555838 cites W3057484628 @default.
• W4210555838 cites W3093032875 @default.
• W4210555838 cites W3105215077 @default.
• W4210555838 cites W3160745211 @default.
• W4210555838 cites W4232342286 @default.
• W4210555838 cites W4242394870 @default.
• W4210555838 cites W4247766929 @default.
• W4210555838 cites W4361794552 @default.
• W4210555838 doi "https://doi.org/10.1029/2021jb023005" @default.
• W4210555838 hasPublicationYear "2022" @default.
• W4210555838 type Work @default.
• W4210555838 citedByCount "4" @default.
• W4210555838 countsByYear W42105558382022 @default.
• W4210555838 countsByYear W42105558382023 @default.
• W4210555838 crossrefType "journal-article" @default.
• W4210555838 hasAuthorship W4210555838A5055884879 @default.
• W4210555838 hasAuthorship W4210555838A5058689845 @default.
• W4210555838 hasBestOaLocation W42105558381 @default.
• W4210555838 hasConcept C114614502 @default.
• W4210555838 hasConcept C120665830 @default.
• W4210555838 hasConcept C121332964 @default.
• W4210555838 hasConcept C127313418 @default.
• W4210555838 hasConcept C153180895 @default.
• W4210555838 hasConcept C154945302 @default.
• W4210555838 hasConcept C165205528 @default.
• W4210555838 hasConcept C180205008 @default.
• W4210555838 hasConcept C187320778 @default.
• W4210555838 hasConcept C24890656 @default.
• W4210555838 hasConcept C33923547 @default.
• W4210555838 hasConcept C3962253 @default.
• W4210555838 hasConcept C41008148 @default.
• W4210555838 hasConcept C43369102 @default.
• W4210555838 hasConcept C50644808 @default.
• W4210555838 hasConcept C95623464 @default.
• W4210555838 hasConcept C9930424 @default.
• W4210555838 hasConceptScore W4210555838C114614502 @default.
• W4210555838 hasConceptScore W4210555838C120665830 @default.
• W4210555838 hasConceptScore W4210555838C121332964 @default.
• W4210555838 hasConceptScore W4210555838C127313418 @default.
• W4210555838 hasConceptScore W4210555838C153180895 @default.
• W4210555838 hasConceptScore W4210555838C154945302 @default.
• W4210555838 hasConceptScore W4210555838C165205528 @default.
• W4210555838 hasConceptScore W4210555838C180205008 @default.
• W4210555838 hasConceptScore W4210555838C187320778 @default.
• W4210555838 hasConceptScore W4210555838C24890656 @default.
• W4210555838 hasConceptScore W4210555838C33923547 @default.
• W4210555838 hasConceptScore W4210555838C3962253 @default.
• W4210555838 hasConceptScore W4210555838C41008148 @default.
• W4210555838 hasConceptScore W4210555838C43369102 @default.
• W4210555838 hasConceptScore W4210555838C50644808 @default.
• W4210555838 hasConceptScore W4210555838C95623464 @default.
• W4210555838 hasConceptScore W4210555838C9930424 @default.
• W4210555838 hasIssue "2" @default.
• W4210555838 hasLocation W42105558381 @default.
• W4210555838 hasLocation W42105558382 @default.
• W4210555838 hasOpenAccess W4210555838 @default.

• next