This equation is an early example of afluctuation-dissipation relation.[7]Note that the equation above describes the classical case and should be modified when quantum effects are relevant.
Two frequently used important special forms of the relation are:
Einstein–Smoluchowski equation, for diffusion ofcharged particles:[8]
Stokes–Einstein–Sutherland equation, for diffusion of spherical particles through a liquid with lowReynolds number:
For a particle withelectrical chargeq, itselectrical mobilityμq is related to its generalized mobilityμ by the equationμ =μq/q. The parameterμq is the ratio of the particle's terminaldrift velocity to an appliedelectric field. Hence, the equation in the case of a charged particle is given as
In the limit of lowReynolds number, the mobilityμ is the inverse of the drag coefficient. A damping constant is frequently used for the inverse momentum relaxation time (time needed for the inertia momentum to become negligible compared to the random momenta) of the diffusive object. For spherical particles of radiusr,Stokes' law giveswhere is theviscosity of the medium. Thus the Einstein–Smoluchowski relation results into the Stokes–Einstein–Sutherland relationThis has been applied for many years to estimating the self-diffusion coefficient in liquids, and a version consistent with isomorph theory has been confirmed by computer simulations of theLennard-Jones system.[10]
In the case ofrotational diffusion, the friction is, and the rotational diffusion constant isThis is sometimes referred to as the Stokes–Einstein–Debye relation.
By replacing the diffusivities in the expressions of electric ionic mobilities of the cations and anions from the expressions of theequivalent conductivity of an electrolyte the Nernst–Einstein equation is derived:wereR is thegas constant.
The proof of the Einstein relation can be found in many references, for example see the work ofRyogo Kubo.[13] The following derives it from the steady state of theconvection-diffusion equation with a velocity proportional to a conservative force.
Suppose some fixed, externalpotential energy generates aconservative force (for example, an electric force) on a particle located at a given position. We assume that the particle would respond by moving with velocity (seeDrag (physics)). Now assume that there are a large number of such particles, with local concentration as a function of the position. After some time, equilibrium will be established: particles will pile up around the areas with lowest potential energy, but still will be spread out to some extent because ofdiffusion. At equilibrium, there is no net flow of particles: the tendency of particles to get pulled towards lower, called thedrift current, perfectly balances the tendency of particles to spread out due to diffusion, called thediffusion current.
The net flux of particles due to the drift current isi.e., the number of particles flowing past a given position equals the particle concentration times the average velocity.
The flow of particles due to the diffusion current is, byFick's law,where the minus sign means that particles flow from higher to lower concentration.
Now consider the equilibrium condition. First, there is no net flow, i.e.. Second, for non-interacting point particles, the equilibrium density is solely a function of the local potential energy, i.e. if two locations have the same then they will also have the same (e.g. seeMaxwell-Boltzmann statistics as discussed below.) That means, applying thechain rule,
Therefore, at equilibrium:
As this expression holds at every position, it implies the general form of the Einstein relation: