Take . Integrating the velocity solution givesThe initial/noise cross term vanishes under the independence assumption. Evaluating the remaining integral yields the general integrated Ornstein-Uhlenbeck displacementUse the thermal initial velocity and the fluctuation-dissipation relation for a Langevin particle. With diffusion coefficient , this simplifies toFor , expansion gives : displacement is initially , so the particle is ballistic. For , , hence the leading behavior is one-dimensional diffusion with .
The ballistic conclusion depends on the initial state. For a particle prepared exactly at rest, , the first expression gives at very short times. A thermal initial velocity, or a nonzero initial velocity variance, is required for the stated mean-square law. It should not be replaced silently by a zero-velocity initial condition.
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