Simplified Derivation of the Non-Equilibrium Probability Distribution
Phil Attard

TL;DR
This paper presents a clear and straightforward derivation of the exact probability distribution for classical non-equilibrium systems, along with the associated stochastic, dissipative equations of motion.
Contribution
It offers a simplified and transparent derivation of non-equilibrium probability distributions and equations of motion, enhancing understanding of classical non-equilibrium statistical mechanics.
Findings
Derivation of the exact non-equilibrium probability distribution
Formulation of stochastic, dissipative equations of motion
Simplified approach improves conceptual clarity
Abstract
A simple and transparent derivation of the formally exact probability distribution for classical non-equilibrium systems is given. The corresponding stochastic, dissipative equations of motion are also derived.
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Taxonomy
TopicsBayesian Methods and Mixture Models
