Matches in SemOpenAlex for { <https://semopenalex.org/work/W2982298319> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W2982298319 abstract "We present ContourNet, a deep learning approach to identify salient local isocontours as blobs in large-scale 5D gyrokinetic tokamak simulation data. Blobs—regions of high turbulence that run along the edge wall down toward the diverter and can damage the tokamak—are non-well-defined features but have been empirically localized by isocontours in 2D normalized fluctuating density fields. The key of our study is to train ContourNet to follow the empirical rules to detect blobs over the time-varying simulation data. The architecture of ContourNet is a convolutional neural segmentation network: the inputs are the density field and a rasterized isocontour; the output is a set of isocontour encircling blobs. At the training stage, we feed the network with manually identified isocontours and propagated labels. At the inference stage, we extract isocontours from the segmented blob regions. Results show that our approach can achieve both high accuracy and performance, which enables scientists to understand the blob dynamics influencing the confinement of the plasma." @default.
- W2982298319 created "2019-11-08" @default.
- W2982298319 creator A5054749881 @default.
- W2982298319 creator A5057396201 @default.
- W2982298319 creator A5057612088 @default.
- W2982298319 creator A5060853214 @default.
- W2982298319 creator A5067219154 @default.
- W2982298319 creator A5073124436 @default.
- W2982298319 creator A5075201879 @default.
- W2982298319 creator A5079624589 @default.
- W2982298319 creator A5083295394 @default.
- W2982298319 date "2019-01-01" @default.
- W2982298319 modified "2023-09-24" @default.
- W2982298319 title "ContourNet: Salient Local Contour Identification for Blob Detection in Plasma Fusion Simulation Data" @default.
- W2982298319 cites W1901129140 @default.
- W2982298319 cites W1903029394 @default.
- W2982298319 cites W1982388645 @default.
- W2982298319 cites W1987869189 @default.
- W2982298319 cites W1993874889 @default.
- W2982298319 cites W2003628248 @default.
- W2982298319 cites W2010585683 @default.
- W2982298319 cites W2026158755 @default.
- W2982298319 cites W2047828610 @default.
- W2982298319 cites W2079038395 @default.
- W2982298319 cites W2106146968 @default.
- W2982298319 cites W2108465154 @default.
- W2982298319 cites W2109968850 @default.
- W2982298319 cites W2157168580 @default.
- W2982298319 cites W2209240858 @default.
- W2982298319 cites W2464708700 @default.
- W2982298319 cites W2606665325 @default.
- W2982298319 cites W2609523672 @default.
- W2982298319 cites W2763160469 @default.
- W2982298319 cites W2792901648 @default.
- W2982298319 cites W2888450098 @default.
- W2982298319 cites W2962914239 @default.
- W2982298319 cites W2963827921 @default.
- W2982298319 cites W3101188489 @default.
- W2982298319 doi "https://doi.org/10.1007/978-3-030-33720-9_22" @default.
- W2982298319 hasPublicationYear "2019" @default.
- W2982298319 type Work @default.
- W2982298319 sameAs 2982298319 @default.
- W2982298319 citedByCount "0" @default.
- W2982298319 crossrefType "book-chapter" @default.
- W2982298319 hasAuthorship W2982298319A5054749881 @default.
- W2982298319 hasAuthorship W2982298319A5057396201 @default.
- W2982298319 hasAuthorship W2982298319A5057612088 @default.
- W2982298319 hasAuthorship W2982298319A5060853214 @default.
- W2982298319 hasAuthorship W2982298319A5067219154 @default.
- W2982298319 hasAuthorship W2982298319A5073124436 @default.
- W2982298319 hasAuthorship W2982298319A5075201879 @default.
- W2982298319 hasAuthorship W2982298319A5079624589 @default.
- W2982298319 hasAuthorship W2982298319A5083295394 @default.
- W2982298319 hasConcept C11413529 @default.
- W2982298319 hasConcept C116515362 @default.
- W2982298319 hasConcept C116834253 @default.
- W2982298319 hasConcept C121332964 @default.
- W2982298319 hasConcept C153180895 @default.
- W2982298319 hasConcept C154945302 @default.
- W2982298319 hasConcept C185544564 @default.
- W2982298319 hasConcept C2780719617 @default.
- W2982298319 hasConcept C41008148 @default.
- W2982298319 hasConcept C50644808 @default.
- W2982298319 hasConcept C59822182 @default.
- W2982298319 hasConcept C81363708 @default.
- W2982298319 hasConcept C82706917 @default.
- W2982298319 hasConcept C86803240 @default.
- W2982298319 hasConcept C89600930 @default.
- W2982298319 hasConceptScore W2982298319C11413529 @default.
- W2982298319 hasConceptScore W2982298319C116515362 @default.
- W2982298319 hasConceptScore W2982298319C116834253 @default.
- W2982298319 hasConceptScore W2982298319C121332964 @default.
- W2982298319 hasConceptScore W2982298319C153180895 @default.
- W2982298319 hasConceptScore W2982298319C154945302 @default.
- W2982298319 hasConceptScore W2982298319C185544564 @default.
- W2982298319 hasConceptScore W2982298319C2780719617 @default.
- W2982298319 hasConceptScore W2982298319C41008148 @default.
- W2982298319 hasConceptScore W2982298319C50644808 @default.
- W2982298319 hasConceptScore W2982298319C59822182 @default.
- W2982298319 hasConceptScore W2982298319C81363708 @default.
- W2982298319 hasConceptScore W2982298319C82706917 @default.
- W2982298319 hasConceptScore W2982298319C86803240 @default.
- W2982298319 hasConceptScore W2982298319C89600930 @default.
- W2982298319 hasLocation W29822983191 @default.
- W2982298319 hasOpenAccess W2982298319 @default.
- W2982298319 hasPrimaryLocation W29822983191 @default.
- W2982298319 hasRelatedWork W2079531124 @default.
- W2982298319 hasRelatedWork W2281050238 @default.
- W2982298319 hasRelatedWork W2415731916 @default.
- W2982298319 hasRelatedWork W2765889516 @default.
- W2982298319 hasRelatedWork W2971721951 @default.
- W2982298319 hasRelatedWork W2995422253 @default.
- W2982298319 hasRelatedWork W3095523211 @default.
- W2982298319 hasRelatedWork W3097475929 @default.
- W2982298319 hasRelatedWork W3213228618 @default.
- W2982298319 hasRelatedWork W4221141253 @default.
- W2982298319 isParatext "false" @default.
- W2982298319 isRetracted "false" @default.
- W2982298319 magId "2982298319" @default.
- W2982298319 workType "book-chapter" @default.