Advanced Regularization Methods for Plasma and Wave Data Analysis in Solar Wind, Magnetosphere and Ionosphere Studies

Physics

Scientific paper

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2471 Plasma Waves And Instabilities (2772), 2736 Magnetosphere/Ionosphere Interactions (2431), 2784 Solar Wind/Magnetosphere Interactions, 7833 Mathematical And Numerical Techniques (0500, 3200), 7867 Wave/Particle Interactions (2483, 6984)

Scientific paper

In a majority of cases the process of identification of the composition of plasma turbulence, non-linear processes and interpretation of ground-based observations involves dealing with ill-posed problems. Advanced regularization techniques to solve such problems are presented. It is demonstrated how the proposed methods give a greater insight into the ionospheric and magnetospheric dynamical processes in comparison with standard methods and allow a comprehensive validation of theoretical models.

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