Accelerating the solution of a physics model inside a tokamak using the (Inverse) Column Updating Method

Onderzoeksoutput: Bijdrage aan een tijdschriftArtikelpeer review

Samenvatting

Many physics problems can only be studied by coupling various numerical codes, each modeling a subaspect of the physics problem that is addressed. In most cases, the "brute force" technique of running the codes one after the other in a loop until convergence is reached requires excessive CPU time. The present paper illustrates that re-writing the coupling as a root-finding problem, to which a quasi-Newton method-here the (Inverse) Column Updating Method-can be applied, is useful to push down the computation time, at the expense of a very modest amount of supplementary programming. A simplified version of the set of codes commonly used to describe plasma heating by radio frequency waves in a tokamak plasma is adopted for illustrating the potential of the speed-up method. It consists of a wave equation as well as a Fokker-Planck velocity space diffusion and a radial energy diffusion model. It is shown that with this approach a substantial reduction in CPU time needed for convergence can be obtained.

Originele taal-2Engels
Pagina's (van-tot)133-144
Aantal pagina's12
TijdschriftJournal of Computational and Applied Mathematics
Volume279
DOI's
StatusGepubliceerd - 1 mei 2015

Vingerafdruk

Duik in de onderzoeksthema's van 'Accelerating the solution of a physics model inside a tokamak using the (Inverse) Column Updating Method'. Samen vormen ze een unieke vingerafdruk.

Citeer dit