ICMMES Presentation On: Rise of Intelligent Algorithms in Science and Engineering
Last month I gave a talk at ICMMES on The Rise of Intelligent Algorithms in Science and Engineering, check it out here: Talk at ICMMES
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Wavelet Methods for Studying the Onset of Strong Plasma Turbulence
Our New Paper Has Been Released! Please also enjoy some short movies that help support points throughout the paper. Recent simulations have demonstrated that coherent current sheets dominate the kinetic-scale energy dissipation in strong turbulence of magnetized plasma. Wavelet basis functions are a natural tool for analyzing turbulent flows containing localized coherent structures of different spatial scales. Here, wavelets are used to study the onset and subsequent transition to fully developed turbulence from a laminar state. Originally applied to neutral fluid turbulence, an iterative wavelet technique decomposes the field into coherent and incoherent contributions. In contrast to Fourier power spectra, finite time Lyapunov exponents (FTLE), and simple measures of intermittency such as non-Gaussian statistics of field increments, the wavelet technique is found to provide a quantitative measure for the onset of turbulence and to track the transition to fully developed turb...
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