Coarse Graining Turbulence: Modeling and Data-Driven Approaches and their Applications

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ID: 288056
2025
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Abstract
We live in a turbulent world observed through coarse grained lenses. Coarse graining (CG), however, is not only a limit but also a need imposed by the enormous amount of data produced by modern simulations. Target audiences for our survey are graduate students, basic research scientists, and professionals involved in the design and analysis of complex turbulent flows. The ideal readers of this book are researchers with a basic knowledge of fluid mechanics, turbulence, computing, and statistical methods, who are disposed to enlarging their understanding of the fundamentals of CG and are interested in examining different methods applied to managing a chaotic world observed through coarse-grained lenses.
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persistent_1761420310_68fd2416d69c6 Use this key to autocite in the manuscript while using SciMatic Manuscript Manager or Thesis Manager
Authors Fernando F. Grinstein, Filipe S. Pereira, Massimo Germano
Journal ADVANCES IN ARCHAEOLOGICAL PRACTICE
Year 2025
DOI
10.1017/9781009377379
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