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Fig. 3

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Top : optimized kernel functions for the Gresho-Chan vortex (Sect. 3.4.2), for both GDSPH and ISPH together with the popular Wendland kernels (C2, C4). Middle : corresponding derivative of these kernel function. Bottom : fourier transform of these kernels, scaled by k/10. The optimized kernel exhibit a clear trend in it’s Fourier transform, where the kernels optimized for higher Nsmooth emphasizes lower power beyond k > 3π. The general form of the optimized kernel is quite similar to the Wendland C2 kernel. In general GDSPH produces lower power than ISPH in the high wave number regime for a given Nsmooth. The OI,32 kernel is the only optimized kernel that exhibits a negative Fourier transform at low wavenumbers. Among the other optimized kernels, only O256 has a negative Fourier transform, but this occurs at higher wavenumbers and remains stable to pairing instability up to at least Nsmooth < 500.

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