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Cellular Automata in Chemistry and Chemical Engineering.
Annual Review of Chemical and Biomolecular Engineering ( IF 8.4 ) Pub Date : 2020-06-08 , DOI: 10.1146/annurev-chembioeng-093019-075250
Natalia V Menshutina 1 , Andrey V Kolnoochenko 1 , Evgeniy A Lebedev 1
Affiliation  

We review the modern state of cellular automata (CA) applications for solving practical problems in chemistry and chemical technology. We consider the problems of material structure modeling and prediction of materials’ morphology-dependent properties. We review the use of the CA approach for modeling diffusion, crystallization, dissolution, erosion, corrosion, adsorption, and hydration processes. We also consider examples of hybrid CA-based models, which are combinations of various CA with other computational approaches and modeling methods. Finally, we discuss the use of high-performance parallel computing to increase the efficiency of CA.

中文翻译:


化学和化学工程中的元胞自动机。

我们回顾了细胞自动机(CA)应用的现代状态,以解决化学和化学技术中的实际问题。我们考虑材料结构建模和材料形态依赖特性预测的问题。我们回顾了使用CA方法对扩散,结晶,溶解,腐蚀,腐蚀,吸附和水合过程进行建模的方法。我们还考虑了基于混合CA的模型的示例,这些模型是各种CA与其他计算方法和建模方法的组合。最后,我们讨论了使用高性能并行计算来提高CA的效率。

更新日期:2020-06-08
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