Seitaridou Effrosyni, Inamdar Mandar M, Phillips Rob, Ghosh Kingshuk, Dill Ken
Division of Engineering and Applied Science and Kavli Nanoscience Institute, California Institute of Technology, Pasadena, California 91125, USA.
J Phys Chem B. 2007 Mar 8;111(9):2288-92. doi: 10.1021/jp067036j. Epub 2007 Feb 13.
For the classical diffusion of independent particles, Fick's law gives a well-known relationship between the average flux and the average concentration gradient. What has not yet been explored experimentally, however, is the dynamical distribution of diffusion rates in the limit of small particle numbers. Here, we measure the distribution of diffusional fluxes using a microfluidics device filled with a colloidal suspension of a small number of microspheres. Our experiments show that (1) the flux distribution is accurately described by a Gaussian function; (2) Fick's law, that the average flux is proportional to the particle gradient, holds even for particle gradients down to a single particle difference; (3) the variance in the flux is proportional to the sum of the particle numbers; and (4) there are backward flows, where particles flow up a concentration gradient, rather than down it. In addition, in recent years, two key theorems about nonequilibrium systems have been introduced: Evans' fluctuation theorem for the distribution of entropies and Jarzynski's work theorem. Here, we introduce a new fluctuation theorem, for the fluxes, and we find that it is confirmed quantitatively by our experiments.
对于独立粒子的经典扩散,菲克定律给出了平均通量与平均浓度梯度之间的著名关系。然而,尚未通过实验探索的是在小粒子数极限下扩散速率的动态分布。在这里,我们使用填充有少量微球胶体悬浮液的微流控装置测量扩散通量的分布。我们的实验表明:(1)通量分布可以用高斯函数准确描述;(2)即使对于低至单个粒子差异的粒子梯度,平均通量与粒子梯度成正比的菲克定律仍然成立;(3)通量的方差与粒子数之和成正比;(4)存在反向流动,即粒子沿浓度梯度向上流动,而不是向下流动。此外,近年来,已经引入了关于非平衡系统的两个关键定理:用于熵分布的埃文斯涨落定理和雅津斯基功定理。在这里,我们引入了一个关于通量的新涨落定理,并且发现它在我们的实验中得到了定量证实。