Publication Date:
2012-08-01
Description:
This work investigates the applicability of the randomized quasi-Monte Carlo method for simulation of fast-ion thermalization processes in fusion plasmas, e.g. for simulation of neutral beam injection and radio frequency heating. In contrast to the standard Monte Carlo method, the quasi-Monte Carlo method uses deterministic numbers instead of pseudo-random numbers and has a statistical weak convergence close to ##IMG## [http://ej.iop.org/images/1749-4699/5/1/014010/csd421541ieqn1.gif] {$\mathcal {O}(N^{-1})$} , where N is the number of markers. We have compared different quasi-Monte Carlo methods for a neutral beam injection scenario, which is solved by many realizations of the associated stochastic differential equation, discretized with the Euler–Maruyama scheme. The statistical convergence of the methods is measured for time steps up to 2 14 .
Print ISSN:
1749-4699
Electronic ISSN:
1749-4680
Topics:
Computer Science
