Interpret the given noise correlation as the three-dimensional dot-product correlation. Each Cartesian component then has $⟨{\xi }_i(t){\xi }_j(t^{\prime })⟩=2\gamma k_{B}T{\delta }_{ij}\delta (t-t^{\prime })$. For the usual Gaussian thermal-noise idealization, each coordinate is an Ornstein-Uhlenbeck process. With $\tau =\gamma /k$,For a particle initially at ${\mathbf{x}}_0=0$,Hence its long-time displacement about the trap/elastic equilibrium hasThis also follows from equipartition theorem: each of three quadratic coordinates contributes $k_{B}T/2$.

A different common experimental quantity is the stationary time-lag displacement. It obeyswith long-lag RMS $\sqrt{6k_{B}T/k}$. The factor of two distinguishes fluctuations about a mean position from differences between two decorrelated positions. The observation convention must be stated rather than silently interchanged.

For large positive dimensionless surface potential $u_0=e{\Phi }_0/(k_{B}T)\gtrsim 1$, use the nonlinear Boltzmann distribution rather than their linear expansion:The counterions become strongly enriched near the wall and co-ions strongly depleted. A planar mean-field solution isIt approaches the linear screening form far from the wall. Nonlinearity preserves positive densities and produces a much stronger near-wall asymmetry; an extrapolated linear co-ion profile could incorrectly become negative. The total local ion density is $2n_0\cosh u$, no longer constant.

The original figure compares weak- and strong-potential profiles. At very large local concentrations, finite ion size, specific adsorption and ion correlations limit this ideal point-ion mean-field model; it does not predict unlimited physically realizable counterion packing.

Take a positive surface potential ${\Phi }_0>0$, so positive ions are co-ions and negative ions counterions. With $u_0=e{\Phi }_0/(k_{B}T)\ll 1$,The counterion density is slightly enhanced at the surface, the co-ion density slightly depleted, and both approach $n_0$ over a Debye length. To first order their sum is $2n_0$, while their difference supplies the screening charge. Reverse the surface sign and the ionic roles interchange. These are number-density profiles, not trajectories of individual ions.

The dimensionally meaningful small-potential condition is $|e\Phi |\ll k_{B}T$, not a comparison of volts directly with energy. Expanding $\sinh u=u+O(u^3)$ gives the physical linearized equationFor a single plane with bulk boundary condition $\Phi (\infty )=0$, $\Phi (x)={\Phi }_0{e}^{-x/{\lambda }_D}$. At fixed temperature and permittivity, ${\lambda }_D\propto n_0^{-1/2}$: the curve decreases with increasing density, diverging in the ideal zero-salt limit.

Literal expansion of the printed minus-sign equation instead gives ${\Phi }^{\prime \prime }=-{\kappa }_D^2\Phi$, with sine/cosine solutions. A nonzero such solution cannot decay to zero at infinity. That literal equation does not describe a Debye length. The figure and following ion profiles use the physically derived plus-sign equation, with this correction explicit.

Let $\Phi (x)$ be the electrostatic potential in volts, relative to the bulk value, and $x$ the distance normal to the surface. The positive quantity $e$ is the elementary charge; the monovalent ions carry $\pm e$. The bulk number density $n_0$ refers to each ionic species in a symmetric electrolyte, so the total bulk ion density is $2n_0$. ${ϵ}_0$ is vacuum permittivity, ${ϵ}_r$ relative permittivity, $k_B$ the Boltzmann constant and $T$ absolute temperature. The hyperbolic sine acts on the dimensionless potential $u=e\Phi /(k_{B}T)$.

The printed sign is inconsistent with physical Poisson–Boltzmann screening under these usual definitions. Indeed,and Poisson's equation gives ${\Phi }^{\prime \prime }=-\rho /({ϵ}_0{ϵ}_r)=+2e{n}_0\sinh u/({ϵ}_0{ϵ}_r)$, with a plus sign. The literal printed equation and the physical screened solution must therefore be distinguished.

For a nonrelativistic electron,Using the supplied constants givesThis is comparable with atomic lattice spacings. A suitable crystalline surface or sufficiently thin crystal can therefore diffract the electron beam; the reciprocal-lattice geometry and scattering conditions determine the actual angles. A grating or slit can also diffract matter waves if its scale and coherence conditions are suitable. The kinetic energy is tiny compared with the electron rest energy, so relativistic corrections are negligible at the stated precision.

For the nonbiology fabrication objective, reduce unwanted dipolar coupling while preserving a useful single-particle dynamic response. Lithographically reduce magnetic volume or adjust aspect ratio to control $\mu \simeq M_{s}V$ and magnetic anisotropy. Reducing $V$ reduces the characteristic pair interaction approximately as $V^2/r^3$, but also changes $E_a$ and relaxation time.

A nonmagnetic spacer coating or stable surface layer can maintain minimum center-to-center separation after release and reduce aggregation. At a fixed magnetic volume fraction this geometric constraint has a real packing cost; separation cannot be increased without limit while claiming unchanged loading.

Tune particle volume, magnetic anisotropy and spacing together, then measure dynamic susceptibility/loop area at the specified temperature and frequency. In a simple single-relaxation model, useful phase lag occurs near $\omega \tau \sim 1$; making particles so small that reversal is essentially instantaneous can reduce dissipative response. Clinical treatment optimization remains user-deferred; these are materials/fabrication controls, not a treatment recommendation.