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自由分子态下的气溶胶粒子扩散率

Aerosol Particle Diffusivity in the Free Molecule Regime.

作者信息

Karadima Katerina S, Tsalikis Dimitris G, Mavrantzas Vlasis G, Pratsinis Sotiris E

机构信息

Department of Chemical Engineering, University of Patras, Patras GR-26504, Greece.

Institute of Chemical Engineering Sciences (ICE-HT/FORTH), Patras GR-26504, Greece.

出版信息

J Phys Chem A. 2025 Jun 12;129(23):5127-5136. doi: 10.1021/acs.jpca.5c00407. Epub 2025 Jun 3.

Abstract

The aerosol nanoparticle (NP) diffusivity in the crossover regime from molecules to tiny (<5 nm) NPs is still in question despite the prime significance of this regime for nanotechnology as well as for aerosol fundamentals: nucleation rate, transport, coagulation, and condensation in the free molecular regime. Experiments in the past have attempted to address this regime by employing micron-sized particles and operating at low pressures to attain the large Knudsen numbers ( > 10), characteristic for this regime. However, such efforts miss the atomic level interactions between aerosol particles and surrounding gas molecules. Such interactions are dominant at the low end of the nanoscale. Here, diffusion coefficients of tiny (from 0.4 to about 7 nm in diameter) fullerene and silica particles in air are obtained by molecular dynamics (MD) simulations wherein both particles and gas molecules are considered in their full atomistic representation (force field and shape). Below 3 nm, these MD-derived diffusivities are in excellent agreement with an experimentally based equation for gas diffusivities but show systematic deviations from the classic Epstein and Stokes-Cunningham-Millikan (SCM) equations for particle diffusivity. These deviations become most pronounced as the NP size approaches that of gas molecules. Above 5 nm, the MD-derived diffusivities nicely converge to these equations. These diffusivities are compared also to other literature equations for particle diffusivity in this size regime at ambient conditions.

摘要

尽管从分子到微小(<5纳米)纳米颗粒的交叉区域中的气溶胶纳米颗粒(NP)扩散率对于纳米技术和气溶胶基础理论(如自由分子区域中的成核速率、传输、凝聚和凝结)具有至关重要的意义,但该区域的扩散率仍存在疑问。过去的实验试图通过使用微米级颗粒并在低压下操作以获得该区域特有的大克努森数(>10)来研究此区域。然而,这些努力忽略了气溶胶颗粒与周围气体分子之间的原子级相互作用。这种相互作用在纳米尺度的低端占主导地位。在此,通过分子动力学(MD)模拟获得了空气中微小(直径从0.4到约7纳米)的富勒烯和二氧化硅颗粒的扩散系数,其中颗粒和气体分子均以其完整的原子表示(力场和形状)来考虑。在3纳米以下,这些由MD得出的扩散率与基于实验的气体扩散率方程非常吻合,但与经典的颗粒扩散率爱泼斯坦方程和斯托克斯 - 坎宁安 - 密立根(SCM)方程存在系统偏差。随着NP尺寸接近气体分子尺寸,这些偏差变得最为明显。在5纳米以上,由MD得出的扩散率很好地收敛于这些方程。还将这些扩散率与该尺寸范围内其他关于颗粒扩散率的文献方程在环境条件下进行了比较。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/64c2/12169690/5f15ee771f6b/jp5c00407_0001.jpg

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