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Boltzmann-Matano analysis : ウィキペディア英語版
Boltzmann-Matano analysis
The Boltzmann-Matano method is used to convert the partial differential equation resulting from Fick's law of diffusion into a more easily solved ordinary differential equation, which can then be applied to calculate the diffusion coefficient as a function of concentration.
Ludwig Boltzmann worked on Fick's second law to convert it into an ordinary differential equation, whereas Chujiro Matano performed experiments with diffusion couples and calculated the diffusion coefficients as a function of concentration in metal alloys.〔Matano, Chujiro. On the Relation between the Diffusion-Coefficients and Concentrations of Solid Metals (The Nickel-Copper System). Japanese Journal of Physics. Jan. 16, 1933.〕 Specifically, Matano proved that the diffusion rate of A atoms into a B atom crystal lattice is a function of the amount of A atoms already in the B lattice.
The importance of the classic Boltzmann-Matano method consists in the ability to extract diffusivities from concentration-distance data. These methods, also known as ''inverse methods'', have both proven to be reliable, convenient and accurate with the assistance of modern computational techniques.
== Boltzmann’s Transformation ==
Boltzmann’s Transformation converts Fick's second law into an easily solvable ordinary differential equation.
Assuming a diffusion coefficient ''D'' that is in general a function of concentration ''c'', Fick's second law is:
:\frac = \frac\overbrace \right )}^\text
where ''t'' is time and ''x'' is distance.
Boltzmann's transformation consists in introducing a variable ''ξ'', defined as a combination of ''t'' and ''x'':
:\xi=\frac = -\frac
:\frac = \frac = \frac \frac = -\frac \frac
:\frac = \frac \frac = \frac
Inserting these expressions into Fick's law produces the following modified form:
:-\frac \frac = \frac \left(D(c) \frac \right )
Note how the time variable in the right-hand side could be taken outside of the partial derivative, since the latter regards only variable ''x''.
It is now possible to remove the last reference to ''x'' by using again the same chain rule used above to obtain ''∂ξ/∂x'':
:-\frac \frac = \frac \frac \left(D(c) \frac \right )
Because of the appropriate choice in the definition of ''ξ'', the time variable ''t'' can now also be eliminated, leaving ''ξ'' as the only variable in the equation, which is now an ordinary differential equation:
:-2\xi \frac = \frac \xi} \left(D(c) \frac \right )
This form is significantly easier to solve numerically, and one only needs to perform a back-substitution of ''t'' or ''x'' into the definition of ''ξ'' to find the value of the other variable.

抄文引用元・出典: フリー百科事典『 ウィキペディア(Wikipedia)
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