Universal Constants and Energy Integral in Self-Organized Criticality Systems
Markus Aschwanden

TL;DR
This paper confirms that astrophysical flux and energy distributions follow universal power laws predicted by the FD-SOC model, with finite energy integrals, challenging previous assumptions of divergence in nanoflare energy budgets.
Contribution
It demonstrates that the fractal-diffusive SOC model accurately predicts universal power law slopes and finite energy integrals across diverse astrophysical phenomena.
Findings
Power law slopes match FD-SOC predictions: 1.80 for flux, 1.67 for energy.
Energy integrals are finite for slopes less than 2, refuting divergence claims.
Universal scaling laws apply to various astrophysical systems like solar flares, CMEs, and gamma-ray bursts.
Abstract
The occurrence frequency distributions of fluxes (F) and fluences or energies (E) observed in astrophysical observations are found to be consistent with the predictions of the fractal-diffusive self-organized criticality (FD-SOC) model, which predicts power law slopes with universal constants of for the flux and for the fluence. The energy integrated over the power law-like (size distribution) energy range is found to be finite for these power law slopes with , which refutes earlier claims of a divergent energy integral that has been postulated in the energy budget of solar and stellar nanoflare scenarios. The theoretial FD-SOC model approximates the microscopic cellular automaton models satisfactorily with the macroscopic scaling law of classical diffusion. The universal scaling laws predict the size distributions of…
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Taxonomy
TopicsNeural Networks and Applications · Advanced Thermodynamics and Statistical Mechanics
