对于复杂领域的沉积过程的动态密度功能理论:建模,光谱元素和控制问题
Jonna C Roden1, Benjamin D Goddard1, John W Pearson1
1School of Mathematics and Maxwell Institute for Mathematical Sciences, The University of Edinburgh, Edinburgh EH9 3FD, United Kingdom.
The Journal of chemical physics
|October 17, 2023
概括
这项研究引入了一种新的模拟方法,用于复杂空间中的硬颗粒,这对于药物输送和废水处理至关重要. 精确建模粒子相互作用和体积排除可以提高工业过程的模拟精度.
科学领域:
- 计算物理学的计算物理.
- 化学工程是化学工程的组成部分.
- 应用数学 应用数学 应用数学
背景情况:
- 对复杂领域的硬粒子动态的准确建模对于药物输送和废水处理等过程至关重要.
- 捕捉体积排除效应对于模拟沉积和驱动流动至关重要.
研究的目的:
- 开发和展示一种用于模拟硬粒子系统的新型计算框架.
- 在动态模拟中纳入扩散,外力,粒子相互作用和体积排除.
- 扩大工业过程中控制问题的方法.
主要方法:
- 动态密度功能理论 (DDFT) 应用于粒子密度演变.
- 一个光谱元素框架,可以对复杂领域进行模拟.
- 实施各种边界条件,包括无流,非局部和非线性类型.
主要成果:
- 开发的方法首次允许对硬粒子进行动态模拟,包括对复杂几何形状的所有关键效应.
- 结合体积排除被发现对于模拟准确性至关重要.
- 边界条件的选择显著影响模拟的粒子动力学.
结论:
- 新型光谱元素 DDFT 方法为模拟复杂粒子系统提供了一种多功能工具.
- 准确地表示体积排除和边界条件对于工业应用中的可靠模拟至关重要.
- 该方法的扩展到控制问题提供了优化工业流程的潜力.
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