A Hybrid Method for Micro-Mesoscopic Stochastic Simulation of Reaction-Diffusion Systems.

A Hybrid Method for Micro-Mesoscopic Stochastic Simulation of Reaction-Diffusion Systems.
Math Biosci. 2019 Apr 15;:
Authors: Sayyidmousavi A, Rohlf K, Ilie S
Abstract
The present paper introduces a new micro-meso hybrid algorithm based on the Ghost Cell Method (GCM) concept in which the microscopic subdomain is governed by the Reactive Multi-Particle Collision (RMPC) dynamics. The mesoscopic subdomain is modelled using the Reaction-Diffusion Master Equation (RDME). The RDME is solved by means of the Inhomogeneous Stochastic Simulation Algorithm (ISSA). No hybrid algorithm has hitherto used the RMPC dynamics for modeling reactions and the trajectories of each individual particle. The RMPC is faster than other molecular based methods and has the advantage of conserving mass, energy and momentum in the collision and free streaming steps. The new algorithm is tested on three reaction-diffusion systems. In all the systems studied, very good agreement with the deterministic solutions of the corresponding differential equations is obtained. In addition, it has been shown that proper discretization of the computational domain results in significant speed-ups in comparison with the full RMPC algorithm.
PMID: 30998936 [PubMed - as supplied by publisher]

Source: Mathematical Biosciences - April 14, 2019 Category: Statistics Authors: Sayyidmousavi A, Rohlf K, Ilie S Tags: Math Biosci Source Type: research