2000 character limit reached
Wavelet transforms and their applications to MHD and plasma turbulence: a review (1508.05650v1)
Published 23 Aug 2015 in physics.plasm-ph, nlin.AO, physics.comp-ph, physics.data-an, and physics.flu-dyn
Abstract: Wavelet analysis and compression tools are reviewed and different applications to study MHD and plasma turbulence are presented. We introduce the continuous and the orthogonal wavelet transform and detail several statistical diagnostics based on the wavelet coefficients. We then show how to extract coherent structures out of fully developed turbulent flows using wavelet-based denoising. Finally some multiscale numerical simulation schemes using wavelets are described. Several examples for analyzing, compressing and computing one, two and three dimensional turbulent MHD or plasma flows are presented.