Variational structures beyond gradient flows: a macroscopic fluctuation-theory perspective

RIA Patterson, DRM Renger, U Sharma - Journal of Statistical Physics, 2024 - Springer
Macroscopic equations arising out of stochastic particle systems in detailed balance (called
dissipative systems or gradient flows) have a natural variational structure, which can be …

Variational convergence of exchange-driven stochastic particle systems in the thermodynamic limit

CY Lam, A Schlichting - arxiv preprint arxiv:2401.06696, 2024 - arxiv.org
We consider the thermodynamic limit of mean-field stochastic particle systems on a
complete graph. The evolution of occupation number at each vertex is driven by particle …

Large deviation principle and thermodynamic limit of chemical master equation via nonlinear semigroup

Y Gao, JG Liu - Multiscale Modeling & Simulation, 2023 - SIAM
Chemical reactions can be modeled by a random time-changed Poisson process on
countable states. The macroscopic behaviors, such as large fluctuations, can be studied via …

[PDF][PDF] Thermodynamic limit of chemical master equation via nonlinear semigroup

Y Gao, JG Liu - arxiv preprint arxiv:2205.09313, 2022 - researchgate.net
Chemical reactions can be modeled by a random time-changed Poisson process on
countable states. The macroscopic behaviors such as the large fluctuations can be studied …

Individual molecules dynamics in reaction network models

D Cappelletti, GA Rempala - SIAM Journal on Applied Dynamical Systems, 2023 - SIAM
In a stochastic reaction network setting we consider the problem of tracking the fate of
individual molecules. We show that by using the classical large volume limit results, we may …

Large Deviations of Piecewise-Deterministic-Markov-Processes with Application to Stochastic Calcium Waves

G Barbet, J MacLaurin, M Silverstein - arxiv preprint arxiv:2406.12493, 2024 - arxiv.org
We prove a Large Deviation Principle for Piecewise Deterministic Markov Processes
(PDMPs). This is an asymptotic estimate for the probability of a trajectory in the large size …

Macroscopic Fluctuation Theory versus large-deviation-induced GENERIC

DR Renger - arxiv preprint arxiv:2402.04092, 2024 - arxiv.org
Recent developments in Macroscopic Fluctuation Theory show that many interacting particle
systems behave macroscopically as a combination of a gradient flow with Hamiltonian …

Large Deviations of Hawkes Processes on Structured Sparse Disordered Graphs

D Avitabile, J MacLaurin - arxiv preprint arxiv:2410.13682, 2024 - arxiv.org
We prove a Large Deviation Principle for Hawkes Processes on sparse large disordered
networks with a graphon structure. We apply our results to a stochastic SIS epidemiological …

Spatial particle processes with coagulation: Gibbs-measure approach, gelation and Smoluchowski equation

L Andreis, W König, H Langhammer… - arxiv preprint arxiv …, 2024 - arxiv.org
We study a spatial Markovian particle system with pairwise coagulation, a spatial version of
the Marcus--Lushnikov process: according to a coagulation kernel $ K $, particle pairs …

Anisothermal chemical reactions: Onsager–Machlup and macroscopic fluctuation theory

DRM Renger - Journal of Physics A: Mathematical and …, 2022 - iopscience.iop.org
We study a micro and macroscopic model for chemical reactions with feedback between
reactions and temperature of the solute. The first result concerns the quasipotential as the …