Algorithm for the Time-Propagation of the Radial Diffusion Equation Based on a Gaussian Quadrature

作者：Gillespie Dirk^*

来源：PLos One, 2015, 10(7): e0132273.

DOI：10.1371/journal.pone.0132273

The numerical integration of the time-dependent spherically-symmetric radial diffusion equation from a point source is considered. The flux through the source can vary in time, possibly stochastically based on the concentration produced by the source itself. Fick's one-dimensional diffusion equation is integrated over a time interval by considering a source term and a propagation term. The source term adds new particles during the time interval, while the propagation term diffuses the concentration profile of the previous time step. The integral in the propagation term is evaluated numerically using a combination of a new diffusion-specific Gaussian quadrature and interpolation on a diffusion-specific grid. This attempts to balance accuracy with the least number of points for both integration and interpolation. The theory can also be extended to include a simple reaction-diffusion equation in the limit of high buffer concentrations. The method is unconditionally stable. In fact, not only does it converge for any time step Delta t, the method offers one advantage over other methods because Delta t can be arbitrarily large; it is solely defined by the timescale on which the flux source turns on and off.

• 出版日期2015-7-24