Mean displacement 2026-10-18
The mean displacement is the expected value of a particle's displacement over a time interval. It describes systematic transport, while the mean squared displacement also measures fluctuations. For one component with finite second moment,For constant drift speed and ordinary diffusion of coefficient , the mean displacement is and its centered variance is , so the uncentered mean squared displacement is . With fixed initial velocity and free inertial Langevin dynamics, the mean displacement is , where is the velocity relaxation time. Its fluctuation variance is given by the integrated Ornstein-Uhlenbeck displacement.
Mechanical mobility 2026-10-18
Mechanical mobility relates a steady drift velocity to a weak applied mechanical force. For isotropic linear drag , terminal force balance gives with , in units . For a sphere obeying Stokes's law, it is . The corresponding translational hydrodynamic mobility matrix is . The Stokes–Einstein relation reads , and the velocity relaxation time is . In the bare-force spherical model, a particle with electric charge has electrophoretic mobility ; ionic-atmosphere effects can modify that simple model.
There is a source error to resolve first. For a drag coefficient defined by , the velocity relaxation time is . The mass and drag coefficient in the PDF's exponential are interchanged: is dimensionless, whereas is not. The consistent mean relaxation law is therefore .
A mean relaxation law alone does not determine a variance. Use the usual thermal Langevin equation, with a bath at temperature and the fluctuation-dissipation relation for a Langevin particle:Here the calculation is for one component in Cartesian coordinates. With fixed initial position and velocity, integration gives the mean displacementIntegrating the stochastic part of the velocity once more gives the centered displacementThe delta correlation reduces its variance to a single integral:This is the integrated Ornstein-Uhlenbeck displacement for a prescribed initial velocity. Its short-time variance is ; at long times it is . Thus the diffusion coefficient isIf the requested mean-squared fluctuation instead refers to the conventional equilibrium mean squared displacement, the initial velocity is also averaged over its thermal distribution, with and . Its contribution adds , givingThis has the ballistic limit and the same diffusive limit . For fixed nonzero , the uncentered mean square instead equals the first boxed variance plus . In three independent spatial dimensions, the centered variances add, and the long-time result is . Stating the initial-velocity convention is necessary to distinguish these finite-time formulas.