Mean free path

In

Scattering theory

Imagine a beam of particles being shot through a target, and consider an infinitesimally thin slab of the target (see the figure).^[1] The atoms (or particles) that might stop a beam particle are shown in red. The magnitude of the mean free path depends on the characteristics of the system. Assuming that all the target particles are at rest but only the beam particle is moving, that gives an expression for the mean free path:

${\displaystyle \ell =(\sigma n)^{-1},}$

where ℓ is the mean free path, n is the number of target particles per unit volume, and σ is the effective cross-sectional area for collision.

The area of the slab is L², and its volume is L² dx. The typical number of stopping atoms in the slab is the concentration n times the volume, i.e., n L² dx. The probability that a beam particle will be stopped in that slab is the net area of the stopping atoms divided by the total area of the slab:

${\displaystyle {\mathcal {P}}({\text{stopping within }}dx)={\frac {{\text{Area}}_{\text{atoms}}}{{\text{Area}}_{\text{slab}}}}={\frac {\sigma nL^{2}\,dx}{L^{2}}}=n\sigma \,dx,}$

where σ is the area (or, more formally, the "

The drop in beam intensity equals the incoming beam intensity multiplied by the probability of the particle being stopped within the slab:

${\displaystyle dI=-In\sigma \,dx.}$

This is an ordinary differential equation:

${\displaystyle {\frac {dI}{dx}}=-In\sigma {\overset {\text{def}}{=}}-{\frac {I}{\ell }},}$

whose solution is known as Beer–Lambert law and has the form ${\displaystyle I=I_{0}e^{-x/\ell }}$, where x is the distance traveled by the beam through the target, and I₀ is the beam intensity before it entered the target; ℓ is called the mean free path because it equals the mean distance traveled by a beam particle before being stopped. To see this, note that the probability that a particle is absorbed between x and x + dx is given by

${\displaystyle d{\mathcal {P}}(x)={\frac {I(x)-I(x+dx)}{I_{0}}}={\frac {1}{\ell }}e^{-x/\ell }dx.}$

Thus the

${\displaystyle \langle x\rangle {\overset {\text{def}}{=}}\int _{0}^{\infty }xd{\mathcal {P}}(x)=\int _{0}^{\infty }{\frac {x}{\ell }}e^{-x/\ell }\,dx=\ell .}$

The fraction of particles that are not stopped (attenuated) by the slab is called transmission ${\displaystyle T=I/I_{0}=e^{-x/\ell }}$, where x is equal to the thickness of the slab.

Kinetic theory of gases

In the kinetic theory of gases, the mean free path of a particle, such as a molecule, is the average distance the particle travels between collisions with other moving particles. The derivation above assumed the target particles to be at rest; therefore, in reality, the formula ${\displaystyle \ell =(n\sigma )^{-1}}$ holds for a beam particle with a high speed ${\displaystyle v}$ relative to the velocities of an ensemble of identical particles with random locations. In that case, the motions of target particles are comparatively negligible, hence the relative velocity ${\displaystyle v_{\rm {rel}}\approx v}$.

If, on the other hand, the beam particle is part of an established equilibrium with identical particles, then the square of relative velocity is:

${\displaystyle {\overline {\mathbf {v} _{\rm {relative}}^{2}}}={\overline {(\mathbf {v} _{1}-\mathbf {v} _{2})^{2}}}={\overline {\mathbf {v} _{1}^{2}+\mathbf {v} _{2}^{2}-2\mathbf {v} _{1}\cdot \mathbf {v} _{2}}}.}$

In equilibrium, ${\displaystyle \mathbf {v} _{1}}$ and ${\displaystyle \mathbf {v} _{2}}$ are random and uncorrelated, therefore ${\displaystyle {\overline {\mathbf {v} _{1}\cdot \mathbf {v} _{2}}}=0}$, and the relative speed is

${\displaystyle v_{\rm {rel}}={\sqrt {\overline {\mathbf {v} _{\rm {relative}}^{2}}}}={\sqrt {\overline {\mathbf {v} _{1}^{2}+\mathbf {v} _{2}^{2}}}}={\sqrt {2}}v.}$

This means that the number of collisions is ${\displaystyle {\sqrt {2}}}$ times the number with stationary targets. Therefore, the following relationship applies:^[2]

${\displaystyle \ell =({\sqrt {2}}\,n\sigma )^{-1},}$

and using ${\displaystyle n=N/V=p/(k_{\text{B}}T)}$ (ideal gas law) and ${\displaystyle \sigma =\pi d^{2}}$ (effective cross-sectional area for spherical particles with diameter ${\displaystyle d}$), it may be shown that the mean free path is^[3]

${\displaystyle \ell ={\frac {k_{\text{B}}T}{{\sqrt {2}}\pi d^{2}p}},}$

where k_B is the Boltzmann constant, ${\displaystyle p}$ is the pressure of the gas and ${\displaystyle T}$ is the absolute temperature.

In practice, the diameter of gas molecules is not well defined. In fact, the kinetic diameter of a molecule is defined in terms of the mean free path. Typically, gas molecules do not behave like hard spheres, but rather attract each other at larger distances and repel each other at shorter distances, as can be described with a Lennard-Jones potential. One way to deal with such "soft" molecules is to use the Lennard-Jones σ parameter as the diameter.

Another way is to assume a hard-sphere gas that has the same

In

Sometimes one measures the thickness of a material in the number of mean free paths. Material with the thickness of one mean free path will attenuate to 37% (1/e) of photons. This concept is closely related to half-value layer (HVL): a material with a thickness of one HVL will attenuate 50% of photons. A standard x-ray image is a transmission image, an image with negative logarithm of its intensities is sometimes called a number of mean free paths image.

Electronics

In macroscopic charge transport, the mean free path of a charge carrier in a metal ${\displaystyle \ell }$ is proportional to the electrical mobility ${\displaystyle \mu }$, a value directly related to

${\displaystyle \mu ={\frac {q\tau }{m}}={\frac {q\ell }{m^{*}v_{\rm {F}}}},}$

where q is the charge, ${\displaystyle \tau }$ is the

Electron mobility through a medium with dimensions smaller than the mean free path of electrons occurs through ballistic conduction or ballistic transport. In such scenarios electrons alter their motion only in collisions with conductor walls.

Optics

If one takes a suspension of non-light-absorbing particles of diameter d with a volume fraction Φ, the mean free path of the photons is:^[9]

${\displaystyle \ell ={\frac {2d}{3\Phi Q_{\text{s}}}},}$

where Q_s is the scattering efficiency factor. Q_s can be evaluated numerically for spherical particles using

Acoustics

In an otherwise empty cavity, the mean free path of a single particle bouncing off the walls is:

${\displaystyle \ell ={\frac {FV}{S}},}$

where V is the volume of the cavity, S is the total inside surface area of the cavity, and F is a constant related to the shape of the cavity. For most simple cavity shapes, F is approximately 4.^[10]

This relation is used in the derivation of the Sabine equation in acoustics, using a geometrical approximation of sound propagation.^[11]

Nuclear and particle physics

In particle physics the concept of the mean free path is not commonly used, being replaced by the similar concept of attenuation length. In particular, for high-energy photons, which mostly interact by electron–positron pair production, the radiation length is used much like the mean free path in radiography.

Independent-particle models in nuclear physics require the undisturbed orbiting of nucleons within the nucleus before they interact with other nucleons.^[12]

The effective mean free path of a nucleon in nuclear matter must be somewhat larger than the nuclear dimensions in order to allow the use of the independent particle model. This requirement seems to be in contradiction to the assumptions made in the theory ... We are facing here one of the fundamental problems of nuclear structure physics which has yet to be solved.

— John Markus Blatt and Victor Weisskopf, Theoretical nuclear physics (1952)^[13]

See also

• Scattering theory
• Ballistic conduction
• Vacuum
• Knudsen number
• Optics

References