Analytic solution of the fractional advection-diffusion equation for the time-of-flight experiment in a finite geometry
B. W. Philippa, R. D. White, and R. E. Robson. Physical Review E, doi:10.1103/PhysRevE.84.041138 (2011).
The main novelty of this paper is in the mathematical technique. The technique has to do with things called infinite series. Many interesting problems can only be solved in terms of an infinite series. An infinite series is something like:
The \(…\) there continues forever. This equation says that you need to add up an infinite number of terms in order to calculate the solution exactly.
Of course, it is not physically possible to add up an infinite number of things. In practice, what you do is add up 10 terms, or 100 terms, or 1000 terms, depending upon how accurate you need your solution to be. Sometimes you get lucky, and 10 terms is good enough for all practical purposes. Other times, you need thousands or even tens of thousands of terms. It all depends upon the nature of the problem that you were solving.
An infinite series that requires an huge number of terms is said to “converge slowly”. Conversely, a series where only a few terms are needed is one that “converges quickly”. Slowly converging series are annoying, in that they slow down your calculations, and can be tricky to work with.
It turns out that there’s a clever piece of mathematics called the Poisson summation theorem that can convert a slowly converging series into a quickly converging series. The end result is a completely different series that (hopefully) converges much more quickly.
My colleague Rob Robson showed in 1985 that the Poisson summation theorem is particularly effective for solutions of the advection-diffusion equation. This equation describes a wide range of physical system: charges in a semiconductor, heat in a metal bar, pollutants in groundwater, and many others.
A relative of the advection-diffusion equation is called the fractional advection-diffusion equation. The fractional modifier means that the equation describes different physical systems. In this case, it’s charges in a disordered semiconductor.
The solution of the fractional advection-diffusion equation is an infinite series. It’s a slowly converging series, and it is difficult to work with. It’s so difficult that it is genuinely challenging to write a computer program that can evaluate the terms to sufficient precision to get the series to add up correctly.
This paper shows how the Poisson summation theorem converts this infinite series into something much nicer. We show that the Poisson summation theorem and another mathematical trick called the Laplace transform can together convert this infinite series into a single, closed-form expression. That means that the end result isn’t a series at all! There’s just one term.
This mathematical technique is useful to people using these types of equations. It provides an alternative representation that is likely to be easier to work with in many cases.