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arXiv · 2512.14088

Improved diffusive approximation of Markov jump processes close to equilibrium

David Roberts·Trevor McCourt·Geremia Massarelli·Jeremy Rothschild·Nahuel Freitas
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Abstract

Diffusive approximations of Markov jump processes often fail to accurately capture large fluctuations. This is confounding, as the rare events triggered by these large fluctuations, such as the failure of electronic memories, are often the object of interest. In this paper we present an improved diffusive approximation, extending a method previously limited to equilibrium systems. Using new tools from stochastic thermodynamics, we prove its validity to linear order in departures from equilibrium and demonstrate its superior accuracy over the Kramers-Moyal expansion in predicting both steady-state and transient properties, including the error rate of a non-equilibrium electronic memory.

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David Roberts, Trevor McCourt, Geremia Massarelli, Jeremy Rothschild, Nahuel Freitas. 2025-12-16. Improved diffusive approximation of Markov jump processes close to equilibrium. https://arxiv.org/abs/2512.14088

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