Dimitrios Angelis1, Chrysostomos Georgakopoulos1, Filippos Sofos1

  • 1Condensed Matter Physics Laboratory, Department of Physics, University of Thessaly, 35100 Lamia, Greece.

概括

机器学习现在使用简单的宏观性质预测分子流体中的自我扩散系数. 这绕过了复杂的原子模拟,为散装和封闭系统提供了通用方法.

相关概念视频

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Behavior of Gas Molecules: Molecular Diffusion, Mean Free Path, and Effusion

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Thermodynamics: Activity Coefficient01:24

Thermodynamics: Activity Coefficient

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Extraction: Partition and Distribution Coefficients01:14

Extraction: Partition and Distribution Coefficients

The distribution law or Nernst's distribution law is the law that governs the distribution of a solute between two immiscible solvents. This law, also known as the partition law, states that if a solute is added to the mixture of two immiscible solvents at a constant temperature, the solute is distributed between the two solvents in such a way that the ratio of solute concentrations in the solvents remains constant at equilibrium.
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Maxwell-Boltzmann Distribution: Problem Solving

Individual molecules in a gas move in random directions, but a gas containing numerous molecules has a predictable distribution of molecular speeds, which is known as the Maxwell-Boltzmann distribution, f(v).
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Factors Affecting Activity Coefficient

The extended Debye-Hückel equation indicates that the activity coefficient of an ion in an aqueous solution at 25°C depends on three partially interdependent properties: the ionic strength of the solution, the charge of the ion, and the ion size. 
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Diffusion01:12

Diffusion

Diffusion is the passive movement of substances down their concentration gradients—requiring no expenditure of cellular energy. Substances, such as molecules or ions, diffuse from an area of high concentration to an area of low concentration in the cytosol or across membranes. Eventually, the concentration will even out, with the substance moving randomly but causing no net change in concentration. Such a state is called dynamic equilibrium, which is essential for maintaining overall...
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