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Solar flares are the most energetic explosive events in the heliosphere, releasing up to 1032 ergs of magnetic energy across timescales ranging from minutes to hours. In this paper, we develop a comprehensive three-dimensional magnetohydrodynamic (MHD) and kinetic transport framework to model non-linear magnetic reconnection, plasmoid-mediated current sheet breakup, and stochastic electron acceleration. Utilizing observationally driven initial conditions derived from Photospheric Vector Magnetograms and Non-Linear Force-Free Field (NLFFF) extrapolations, we trace the com- plete energy cascade from macro-scale active region shear to sub-scale kinetic dissipation. We solve the relativistic kinetic transport equation coupled to high-Lundquist number (S ≥106) MHD simu- lations. Our results establish that secondary magnetic island coalescence and contracting plasmoid traps accelerate non-thermal electrons up to Lorentz factors γ ≥10 within sub-second timescales, resolving the long-standing timescale and particle-number discrepancies in solar flare physics. Fur- thermore, we report a quantitative global energy partitioning budget: 52.4% thermal plasma heating, 30.6% bulk kinetic outflow/ejecta, and 17.0% non-thermal energetic particle yield.
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blacha betselot teshome Teshome (2026) studied this question.
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