For orientation probability density on the unit sphere, deterministic drift and isotropic rotational diffusion coefficient give . The derivatives are tangential to the sphere, and normalization is . The spherical divergence of is .
For aligning rate , positive rotational diffusivity and , the zero-current steady Fokker-Planck equation gives . Normalization over the unit sphere gives the displayed density per unit solid angle. Its mean direction is , the Langevin function. As , it concentrates weakly into a point mass at the upward pole; the limit is not an ordinary bounded probability density.
For rigid fluid rotation with vorticity , , and of order one, the normalized steady density is . The result follows by acting with the rotation generator on and using . Reversing the imposed rotation reverses the mean horizontal swimming direction.
With and , the first angular harmonic of the steady cell conservation equation satisfies and . The regular solution is , . At large it gives the displayed layer with width . The exact Modified Bessel function of the first kind expression remains regular at the axis, unlike extrapolation of the boundary-layer formula there.
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