FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2081455211> ?p ?o ?g. }

• W2081455211 endingPage "7668" @default.
• W2081455211 startingPage "7663" @default.
• W2081455211 abstract "Methods to extract information from the tracking of mobile objects/particles have broad interest in biological and physical sciences. Techniques based on simple criteria of proximity in time-consecutive snapshots are useful to identify the trajectories of the particles. However, they become problematic as the motility and/or the density of the particles increases due to uncertainties on the trajectories that particles followed during the images' acquisition time. Here, we report an efficient method for learning parameters of the dynamics of the particles from their positions in time-consecutive images. Our algorithm belongs to the class of message-passing algorithms, known in computer science, information theory and statistical physics as Belief Propagation (BP). The algorithm is distributed, thus allowing parallel implementation suitable for computations on multiple machines without significant inter-machine overhead. We test our method on the model example of particle tracking in turbulent flows, which is particularly challenging due to the strong transport that those flows produce. Our numerical experiments show that the BP algorithm compares in quality with exact Markov Chain Monte-Carlo algorithms, yet BP is far superior in speed. We also suggest and analyze a random-distance model that provides theoretical justification for BP accuracy. Methods developed here systematically formulate the problem of particle tracking and provide fast and reliable tools for its extensive range of applications." @default.
• W2081455211 created "2016-06-24" @default.
• W2081455211 creator A5002478955 @default.
• W2081455211 creator A5046405595 @default.
• W2081455211 creator A5068236230 @default.
• W2081455211 creator A5068974029 @default.
• W2081455211 creator A5089268172 @default.
• W2081455211 date "2010-04-05" @default.
• W2081455211 modified "2023-10-17" @default.
• W2081455211 title "Inference in particle tracking experiments by passing messages between images" @default.
• W2081455211 cites W1504317671 @default.
• W2081455211 cites W1969073916 @default.
• W2081455211 cites W1971578710 @default.
• W2081455211 cites W1979483474 @default.
• W2081455211 cites W1981765336 @default.
• W2081455211 cites W2000675878 @default.
• W2081455211 cites W2006912660 @default.
• W2081455211 cites W2008264883 @default.
• W2081455211 cites W2029463114 @default.
• W2081455211 cites W2031312855 @default.
• W2081455211 cites W2042310285 @default.
• W2081455211 cites W2059377782 @default.
• W2081455211 cites W2067472975 @default.
• W2081455211 cites W2080612040 @default.
• W2081455211 cites W2087898271 @default.
• W2081455211 cites W2089435411 @default.
• W2081455211 cites W2112164016 @default.
• W2081455211 cites W2117371776 @default.
• W2081455211 cites W2118944048 @default.
• W2081455211 cites W2161611531 @default.
• W2081455211 cites W2163930707 @default.
• W2081455211 cites W2169415915 @default.
• W2081455211 cites W2170987079 @default.
• W2081455211 cites W2222512263 @default.
• W2081455211 cites W2566505556 @default.
• W2081455211 cites W3099244134 @default.
• W2081455211 cites W4300188436 @default.
• W2081455211 doi "https://doi.org/10.1073/pnas.0910994107" @default.
• W2081455211 hasPubMedCentralId "https://www.ncbi.nlm.nih.gov/pmc/articles/2867862" @default.
• W2081455211 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/20368454" @default.
• W2081455211 hasPublicationYear "2010" @default.
• W2081455211 type Work @default.
• W2081455211 sameAs 2081455211 @default.
• W2081455211 citedByCount "50" @default.
• W2081455211 countsByYear W20814552112012 @default.
• W2081455211 countsByYear W20814552112013 @default.
• W2081455211 countsByYear W20814552112014 @default.
• W2081455211 countsByYear W20814552112015 @default.
• W2081455211 countsByYear W20814552112016 @default.
• W2081455211 countsByYear W20814552112017 @default.
• W2081455211 countsByYear W20814552112018 @default.
• W2081455211 countsByYear W20814552112019 @default.
• W2081455211 countsByYear W20814552112020 @default.
• W2081455211 countsByYear W20814552112021 @default.
• W2081455211 countsByYear W20814552112022 @default.
• W2081455211 countsByYear W20814552112023 @default.
• W2081455211 crossrefType "journal-article" @default.
• W2081455211 hasAuthorship W2081455211A5002478955 @default.
• W2081455211 hasAuthorship W2081455211A5046405595 @default.
• W2081455211 hasAuthorship W2081455211A5068236230 @default.
• W2081455211 hasAuthorship W2081455211A5068974029 @default.
• W2081455211 hasAuthorship W2081455211A5089268172 @default.
• W2081455211 hasBestOaLocation W20814552112 @default.
• W2081455211 hasConcept C107673813 @default.
• W2081455211 hasConcept C111350023 @default.
• W2081455211 hasConcept C111368507 @default.
• W2081455211 hasConcept C111919701 @default.
• W2081455211 hasConcept C11413529 @default.
• W2081455211 hasConcept C119857082 @default.
• W2081455211 hasConcept C120314980 @default.
• W2081455211 hasConcept C127313418 @default.
• W2081455211 hasConcept C152948882 @default.
• W2081455211 hasConcept C154945302 @default.
• W2081455211 hasConcept C157286648 @default.
• W2081455211 hasConcept C15744967 @default.
• W2081455211 hasConcept C159985019 @default.
• W2081455211 hasConcept C192562407 @default.
• W2081455211 hasConcept C19417346 @default.
• W2081455211 hasConcept C204323151 @default.
• W2081455211 hasConcept C2775936607 @default.
• W2081455211 hasConcept C2776214188 @default.
• W2081455211 hasConcept C2778517922 @default.
• W2081455211 hasConcept C2779960059 @default.
• W2081455211 hasConcept C41008148 @default.
• W2081455211 hasConcept C45374587 @default.
• W2081455211 hasConcept C52421305 @default.
• W2081455211 hasConcept C57273362 @default.
• W2081455211 hasConcept C80444323 @default.
• W2081455211 hasConcept C854659 @default.
• W2081455211 hasConcept C98763669 @default.
• W2081455211 hasConceptScore W2081455211C107673813 @default.
• W2081455211 hasConceptScore W2081455211C111350023 @default.
• W2081455211 hasConceptScore W2081455211C111368507 @default.
• W2081455211 hasConceptScore W2081455211C111919701 @default.
• W2081455211 hasConceptScore W2081455211C11413529 @default.
• W2081455211 hasConceptScore W2081455211C119857082 @default.
• W2081455211 hasConceptScore W2081455211C120314980 @default.
• W2081455211 hasConceptScore W2081455211C127313418 @default.

• next