Fluctuations and correlations in chemical reaction kinetics and population dynamics
arXiv:1807.01248 · doi:10.1142/q0209
Abstract
This chapter provides a pedagogical introduction and overview of spatial and temporal correlation and fluctuation effects resulting from the fundamentally stochastic kinetics underlying chemical reactions and the dynamics of populations or epidemics. After reviewing the assumptions and mean-field type approximations involved in the construction of chemical rate equations for uniform reactant densities, we first discuss spatial clustering in birth-death systems, where non-linearities are introduced through either density-limiting pair reactions, or equivalently via local imposition of finite carrying capacities. The competition of offspring production, death, and non-linear inhibition induces a population extinction threshold, which represents a non-equilibrium phase transition that separates active from absorbing states. This continuous transition is characterized by the universal scaling exponents of critical directed percolation clusters. Next we focus on the emergence of depletion zones in single-species annihilation processes and spatial population segregation with the associated reaction fronts in two-species pair annihilation. These strong (anti-)correlation effects are dynamically generated by the underlying stochastic kinetics. Finally, we address noise-induced and fluctuation-stabilized spatio-temporal patterns in basic predator-prey systems, exemplified by spreading activity fronts in the two-species Lotka-Volterra model as well as spiral structures in the May-Leonard variant of cyclically competing three-species systems akin to rock-paper-scissors games.
28 pages, 3 figures; book chapter, to appear in "Chemical kinetics beyond the textbook", eds. K. Lindenberg, R. Metzler, and G. Oshanin (World Scientific Publ.)
References in corpus (11)
- Mobility promotes and jeopardizes biodiversity in rock-paper-scissors games
- Entropic transport: Kinetics, scaling and control mechanisms
- Spatial Rock-Paper-Scissors Models with Inhomogeneous Reaction Rates
- Mortality, Redundancy, and Diversity in Stochastic Search
- Fluctuations and Correlations in Lattice Models for Predator-Prey Interaction
- Towards a full quantitative description of single-molecule reaction kinetics in biological cells
- Population oscillations in spatial stochastic Lotka-Volterra models: A field-theoretic perturbational analysis
- Partially Reflected Brownian Motion: A Stochastic Approach to Transport Phenomena
- Semi-analytical computation of Laplacian Green functions in three-dimensional domains with disconnected spherical boundaries
- Exact mean exit time for surface-mediated diffusion
- A stochastic analysis of the spatially extended May-Leonard model
Cited by in corpus (13)
- Diffusion toward non-overlapping partially reactive spherical traps: fresh insights onto classic problems
- Preface: New trends in first-passage methods and applications in the life sciences and engineering
- An encounter-based approach to the escape problem
- Diffusion-influenced reactions on non-spherical partially absorbing axisymmetric surfaces
- Reversible reactions controlled by surface diffusion on a sphere
- Long-term memory induced correction to Arrhenius law
- Coverage Fluctuations and Correlations in Nanoparticle-Catalyzed Diffusion-Influenced Bimolecular Reactions
- Diffusion towards a nanoforest of absorbing pillars
- Arrival time for the fastest among switching stochastic particles
- Escape-from-a-layer approach for simulating the boundary local time in Euclidean domains
- The Steklov problem for exterior domains: asymptotic behavior and applications
- Adsorption and permeation events in molecular diffusion
- Concentration of Empirical First-Passage Times