Experimental Measurement of Relative Path Probabilities and Stochastic Actions

Jannes Gladrow, U. Keyser, R. Adhikari, Julian Kappler
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引用次数: 3

Abstract

For diffusive stochastic dynamics, the probability to observe any individual trajectory is vanishingly small, making it unclear how to experimentally validate theoretical results for ratios of path probabilities. We provide the missing link between theory and experiment, by establishing a protocol to extract ratios of path probabilities from measured time series without fitting a model. For experiments on a single colloidal particle in a microchannel, we extract both ratios of path probabilities, and the most probable path for a barrier crossing. While we find excellent agreement with independently calculated predictions based on the Onsager-Machlup stochastic action, our experimental results are inconsistent with the Freidlin-Wentzell stochastic action. The direct experimental measurement of relative path probabilities presented here paves the way for experimental investigation of any theoretical result related to individual stochastic trajectories.
相对路径概率和随机行为的实验测量
对于扩散随机动力学,观察到任何单个轨迹的概率都非常小,这使得如何通过实验验证路径概率比率的理论结果变得不清楚。我们提供了理论和实验之间缺失的联系,通过建立一个协议,从测量的时间序列中提取路径概率的比率,而不需要拟合模型。对于微通道中单个胶体粒子的实验,我们提取了路径概率的比率,以及最可能的障碍穿越路径。虽然我们发现与基于Onsager-Machlup随机作用的独立计算预测非常一致,但我们的实验结果与Freidlin-Wentzell随机作用不一致。本文提出的相对路径概率的直接实验测量为实验研究与单个随机轨迹相关的任何理论结果铺平了道路。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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