Abstract
Proper representation of chemical kinetics is vital to understanding, modeling, and optimizing many important chemical processes. In liquid and surface phases, where diffusion is slow, the rate at which the reactants diffuse together limits the overall rate of many elementary reactions. Commonly, the textbook Smoluchowski theory is utilized to estimate effective rate coefficients in the liquid phase. On surfaces, modelers commonly resort to much more complex and expensive Kinetic Monte Carlo (KMC) simulations. Here we extend the Smoluchowski model to allow the diffusing species to undergo chemical reactions, and derive analytical formulae for the diffusion limited rate coefficients for 3D, 2D and 2D/3D interface cases. With these equations we are able to demonstrate that when species react faster than they diffuse they can react orders of magnitude faster than predicted by Smoluchowski theory, through what we term “the reactive transport effect.” We validate the derived steady state equations against particle Monte Carlo (PMC) simulations, KMC simulations and non-steady state solutions. Furthermore, using PMC and KMC simulations, we propose corrections that agree with all limits and the computed data for the 2D and 2D/3D interface steady state equations, accounting for unique limitations in the associated derived equations. Additionally, we derive equations to handle couplings between diffusion limited rate coefficients in reaction networks. We believe these equations should make it possible to run much more accurate mean-field simulations of liquids, surfaces, and liquid-surface interfaces accounting for diffusion limitations and the reactive transport effect.
Supplementary materials
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Supplementary Information
Description
Important derivations.
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Jupyter notebooks
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Jupyter notebooks for PMC, simple KMC, and other numerical methods applied in this work.
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