Spin coherent states and stochastic hybrid path integrals
arXiv:2102.03878 · doi:10.1088/1742-5468/abf1e9
Abstract
Stochastic hybrid systems involve a coupling between a discrete Markov chain and a continuous stochastic process. If the latter evolves deterministically between jumps in the discrete state, then the system reduces to a piecewise deterministic Markov process (PDMP). Well known examples include stochastic gene expression, voltage fluctuations in neurons, and motor-driven intracellular transport. In this paper we use coherent spin states to construct a new path integral representation of the probability density functional for stochastic hybrid systems, which holds outside the weak noise regime. We use the path integral to derive a system of Langevin equations in the semi-classical limit, which extends previous diffusion approximations based on a quasi-steady-state reduction. We then show how in the weak noise limit the path integral is equivalent to an alternative representation that was previously derived using Doi-Peliti operators. The action functional of the latter is related to a large deviation principle for stochastic hybrid systems.
arXiv comment23 pages, 2 figures
References in corpus (12)
- Tug-of-war as a cooperative mechanism for bidirectional cargo transport by molecular motors
- Stochastic gene expression as a many body problem
- The what and where of adding channel noise to the Hodgkin-Huxley equations
- Master equations and the theory of stochastic path integrals
- Intrinsic noise in systems with switching environments
- Graded and Binary Responses in Stochastic Gene Expression
- Breakdown of fast-slow analysis in an excitable system with channel noise
- Metastability in a stochastic neural network modeled as a velocity jump Markov process
- Bistable switching asymptotics for the self regulating gene
- Isolating intrinsic noise sources in a stochastic genetic switch
- Stochastic epigenetic dynamics of gene switching
- Construction of stochastic hybrid path integrals using "quantum-mechanical'' operators