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A stochastic approach for simulating spatially inhomogeneous coagulation dynamics in the gelation regime
Authors:Flavius Guiaş
Institution:1. Inter-Departmental Program for Biotechnology, Technion-Israel Institute of Technology, Haifa 32000, Israel;2. Department of Chemical Engineering, Technion-Israel Institute of Technology, Haifa 32000, Israel;3. Department of Biomedical Engineering, Technion-Israel Institute of Technology, Haifa 32000, Israel;4. The Russell Berrie Nanotechnology Institute, Technion-Israel Institute of Technology, Haifa 32000, Israel;1. Nanostructure Materials Research Center (NMRC), Sahand University of Technology, Tabriz, Iran;2. Faculty of Materials Science and Engineering, K.N. Toosi University of Technology, Tehran, Iran;1. Department of Physics, North Dakota State University, Fargo, ND 58108-6050, United States;2. Department of Coatings and Polymeric Materials, North Dakota State University, Fargo, ND 58108-6050, United States
Abstract:We present a stochastic approach for the simulation of coagulation–diffusion dynamics in the gelation regime. The method couples the mass flow algorithm for coagulation processes with a stochastic variant of the diffusion-velocity method in a discretized framework. The simulation of the stochastic processes occurs according to an optimized implementation of the principle of grouping the possible events. A full simulation of a particle system driven by coagulation–diffusion dynamics is performed with a high degree of accuracy. This allows a qualitative and quantitative analysis of the behaviour of the system. The performance of the method becomes more evident especially in the gelation regime, where the computations become usually very time consuming.
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