Generalization of the Beck-Cohen superstatistics
Denis Nikolaevich Sob'yanin (Lebedev Physical Institute)

TL;DR
This paper introduces generalized superstatistics, a hierarchical framework for nonstationary nonequilibrium systems, exemplified by neutron star magnetospheres, extending traditional superstatistics to include a third control parameter level.
Contribution
It proposes a novel hierarchical superstatistics framework with a random control parameter, enabling modeling of nonstationary systems like neutron star environments.
Findings
Framework applicable to nonstationary systems
Model captures complex energy and parameter distributions
Applied successfully to neutron star pair production
Abstract
Generalized superstatistics, i.e., a "statistics of superstatistics," is proposed. A generalized superstatistical system comprises a set of superstatistical subsystems and represents a generalized hyperensemble. There exists a random control parameter that determines both the density of energy states and the distribution of the intensive parameter for each superstatistical subsystem, thereby forming the third, upper level of dynamics. Generalized superstatistics can be used for nonstationary nonequilibrium systems. The system in which a supercritical multitype age-dependent branching process takes place is an example of a nonstationary generalized superstatistical system. The theory is applied to pair production in a neutron star magnetosphere.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
