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Modelling approaches for micro- and nanoscale diffusion phenomena

机译:微型和纳米级扩散现象的建模方法

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In this paper the current state-of-the-art approaches for modelling diffusion transport in micro and nanofluidic devices are reviewed. While convective transport plays a dominant role for most macroscale devices, the importance of diffusive transport phenomena increases as the characteristic dimensions of the system shrink to smaller scales. Identification of the suitable modelling approach depends on the characteristic time and length scales of the investigated problem as well as on number densities and molecular properties of the substance considered. Furthermore, most applications in nanotechnology are characterised by their inherent multiscale nature. In micro and nanofluidic devices, continuum models cannot fully capture the physics of the phenomena involved in particular areas. Consequently, the main modelling challenge for such devices is associated with multiple scales and transient regions exhibiting both continuum and molecular behaviour. Hybrid continuum-molecular and meta-modelling techniques are capable of describing this multiscale behaviour; however there are still open questions related to efficiency and applicability of the aforementioned techniques. In this paper an overview of the micro and nanoscale approaches for modelling diffusion transport is presented, including classical continuum level description, molecular dynamics, meta-scale models and hybrid multiscale techniques, with the focus on the transport of macromolecules.
机译:在本文中,回顾了用于在微型和纳米流体装置中建模扩散传输的现有技术方法。虽然对流运输对大多数宏观设备发挥着主导作用,但随着系统的特征尺寸缩小到更小的尺度,漫射传输现象的重要性增加。鉴定合适的建模方法取决于所研究的问题的特征时间和长度,以及所考虑的物质的数量和分子特性。此外,纳米技术中大多数应用的特征在于它们固有的多尺度性质。在微型和纳米流体装置中,连续型模型不能完全捕捉特定领域涉及的现象的物理学。因此,这种装置的主要建模挑战与呈现连续体和分子行为的多个刻度和瞬态区域相关联。杂交连续分子和元建模技术能够描述这种多尺度行为;然而,仍然存在与上述技术的效率和适用性相关的问题。在本文中,提出了一种用于建模扩散传输的微型和纳米级方法的概述,包括经典的连续水平描述,分子动力学,元尺度模型和混合多尺度技术,重点是大分子的运输。

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