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Multi-source AI news clustered, deduplicated, and scored 0–100 across authority, cluster strength, headline signal, and time decay.

  1. Fast spectral separation method for kinetic equation with anisotropic non-stationary collision operator retaining micro-model fidelity

    Researchers have developed a novel data-driven collisional operator for one-component plasmas, designed to extend kinetic models beyond the weakly coupled regime. This operator incorporates an anisotropic, non-stationary collision kernel that addresses particle correlations often omitted in traditional Landau formulations. A fast spectral separation method has been created to represent this kernel efficiently, enabling an O(N log N) algorithm that preserves essential physical properties like conservation laws and the H-theorem. AI