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Brillouin and Langevin functions

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Brillouin and Langevin functions

The Brillouin and Langevin functions are a pair of special functions that appear when studying an idealized paramagnetic material in statistical mechanics.

Contents

Brillouin function

The Brillouin function is a special function defined by the following equation:

The function is usually applied (see below) in the context where x is a real variable and J is a positive integer or half-integer. In this case, the function varies from -1 to 1, approaching +1 as x + and -1 as x .

The function is best known for arising in the calculation of the magnetization of an ideal paramagnet. In particular, it describes the dependency of the magnetization M on the applied magnetic field B and the total angular momentum quantum number J of the microscopic magnetic moments of the material. The magnetization is given by:

M = N g μ B J B J ( x )

where

  • N is the number of atoms per unit volume,
  • g the g-factor,
  • μ B the Bohr magneton,
  • x is the ratio of the Zeeman energy of the magnetic moment in the external field to the thermal energy k B T :
  • k B is the Boltzmann constant and T the temperature.
  • Note that in the SI system of units B given in Tesla stands for the magnetic field, B = μ 0 H , where H is the auxiliary magnetic field given in A/m and μ 0 is the permeability of vacuum.

    Langevin function

    In the classical limit, the moments can be continuously aligned in the field and J can assume all values ( J ). The Brillouin function is then simplified into the Langevin function, named after Paul Langevin:

    For small values of x, the Langevin function can be approximated by a truncation of its Taylor series:

    L ( x ) = 1 3 x 1 45 x 3 + 2 945 x 5 1 4725 x 7 +

    An alternative better behaved approximation can be derived from the Lambert's continued fraction expansion of tanh(x):

    L ( x ) = x 3 + x 2 5 + x 2 7 + x 2 9 +

    For small enough x, both approximations are numerically better than a direct evaluation of the actual analytical expression, since the latter suffers from Loss of significance.

    The inverse Langevin function L−1(x) is defined on the open interval (−1, 1). For small values of x, it can be approximated by a truncation of its Taylor series

    L 1 ( x ) = 3 x + 9 5 x 3 + 297 175 x 5 + 1539 875 x 7 +

    and by the Padé approximant

    L 1 ( x ) = 3 x 35 12 x 2 35 33 x 2 + O ( x 7 ) .

    Since this function has no closed form, it is useful to have approximations valid for arbitrary values of x. One popular approximation, valid on the whole range (−1, 1), has been published by A. Cohen:

    L 1 ( x ) x 3 x 2 1 x 2 .

    This has a maximum relative error of 4.9% at the vicinity of x = ±0.8. Greater accuracy can be achieved by using the formula given by R. Jedynak:

    L 1 ( x ) x 3.0 2.6 x + 0.7 x 2 ( 1 x ) ( 1 + 0.1 x ) ,

    valid for x ≥ 0. The maximal relative error for this approximation is 1.5% at the vicinity of x = 0.85. Even greater accuracy can be achieved by using the formula given by M. Kröger:

    L 1 ( x ) 3 x x ( 6 x 2 + x 4 2 x 6 ) / 5 1 x 2

    The maximal relative error for this approximation is less than 0.28%. More accurate approximation was reported by R. Petrosyan:

    L 1 ( x ) 3 x + x 2 5 sin ( 7 x 2 ) + x 3 1 x ,

    valid for x ≥ 0. The maximal relative error for the above formula is less than 0.18 %.

    High-temperature limit

    When x 1 i.e. when μ B B / k B T is small, the expression of the magnetization can be approximated by the Curie's law:

    M = C B T

    where C = N g 2 J ( J + 1 ) μ B 2 3 k B is a constant. One can note that g J ( J + 1 ) is the effective number of Bohr magnetons.

    High-field limit

    When x , the Brillouin function goes to 1. The magnetization saturates with the magnetic moments completely aligned with the applied field:

    M = N g μ B J

    References

    Brillouin and Langevin functions Wikipedia