轨道可观测的波动的一般上限
George Bakewell-Smith1, Federico Girotti1,2,3, Mădălin Guţă1,2
1School of Mathematical Sciences, University of Nottingham, Nottingham NG7 2RD, United Kingdom.
Physical review letters
|November 24, 2023
概括
本研究介绍了逆热力学不确定性关系 (TUR),为连续时间马尔科夫链的波动设定了一般的上限. 这些发现揭示了动态量估计精度的新极限,适用于任何时间.
科学领域:
- 统计物理 统计物理
- 非平衡的热力学 热力学
- 随机过程 随机过程
背景情况:
- 热力学不确定性关系 (TUR) 提供了动态可观量的波动的基本下界.
- TUR的一个关键后果是,的产生限制了当前估计的精度.
- 现有的TUR主要侧重于下限和长期限制.
研究的目的:
- 确定连续时间马尔科夫链中流量的线性组合波动的一般上限.
- 引入并导出适用于所有时间表的"反向 TUR".
- 探索这些新的波动界限对动态系统的影响.
主要方法:
- 利用度束的技术来得出理论框架.
- 将衍生关系应用于一个简单的连续时间马尔科夫链模型以示例.
- 专注于时间集成的电流和动态活动作为关键的可观测值.
主要成果:
- 证明了对任何线性流量组合的波动存在一般的上限.
- 证明这些"反向 TUR"适用于所有时间,而不仅仅是长时间限制.
- 这些发现通过从上方限制波动,为现有的 TUR 提供了一个补充的视角.
结论:
- 新得出的反向 TUR 提供了对随机系统中波动精度权衡的全面了解.
- 这些结果将热力学波动关系的适用性扩展到所有时间尺度.
- 这些发现对那些依赖于精确估计动态过程的领域有潜在的影响.
相关概念视频
Propagation of Uncertainty from Random Error
699
An experiment often consists of more than a single step. In this case, measurements at each step give rise to uncertainty. Because the measurements occur in successive steps, the uncertainty in one step necessarily contributes to that in the subsequent step. As we perform statistical analysis on these types of experiments, we must learn to account for the propagation of uncertainty from one step to the next. The propagation of uncertainty depends on the type of arithmetic operation performed on...
699
Propagation of Uncertainty from Systematic Error
529
The atomic mass of an element varies due to the relative ratio of its isotopes. A sample's relative proportion of oxygen isotopes influences its average atomic mass. For instance, if we were to measure the atomic mass of oxygen from a sample, the mass would be a weighted average of the isotopic masses of oxygen in that sample. Since a single sample is not likely to perfectly reflect the true atomic mass of oxygen for all the molecules of oxygen on Earth, the mass we obtain from this...
529
Random Error
894
Random or indeterminate errors originate from various uncontrollable variables, such as variations in environmental conditions, instrument imperfections, or the inherent variability of the phenomena being measured. Usually, these errors cannot be predicted, estimated, or characterized because their direction and magnitude often vary in magnitude and direction even during consecutive measurements. As a result, they are difficult to eliminate. However, the aggregate effect of these errors can be...
894
The Uncertainty Principle
23.4K
Werner Heisenberg considered the limits of how accurately one can measure properties of an electron or other microscopic particles. He determined that there is a fundamental limit to how accurately one can measure both a particle’s position and its momentum simultaneously. The more accurate the measurement of the momentum of a particle is known, the less accurate the position at that time is known and vice versa. This is what is now called the Heisenberg uncertainty principle. He...
23.4K
Oscillations about an Equilibrium Position
5.4K
Stability is an important concept in oscillation. If an equilibrium point is stable, a slight disturbance of an object that is initially at the stable equilibrium point will cause the object to oscillate around that point. For an unstable equilibrium point, if the object is disturbed slightly, it will not return to the equilibrium point. There are three conditions for equilibrium points—stable, unstable, and half-stable. A half-stable equilibrium point is also unstable, but is named so...
5.4K
First Law: Particles in Two-dimensional Equilibrium
5.1K
Recall that a particle in equilibrium is one for which the external forces are balanced. Static equilibrium involves objects at rest, and dynamic equilibrium involves objects in motion without acceleration; but it is important to remember that these conditions are relative. For instance, an object may be at rest when viewed from one frame of reference, but that same object would appear to be in motion when viewed by someone moving at a constant velocity.
Newton's first law tells us about...
Newton's first law tells us about...
5.1K


