TY - JOUR
T1 - Accelerating the solution of a physics model inside a tokamak using the (Inverse) Column Updating Method
AU - Haelterman, R.
AU - Van Eester, D.
AU - Verleyen, D.
N1 - Publisher Copyright:
© 2014 Elsevier B.V. All rights reserved.
PY - 2015/5/1
Y1 - 2015/5/1
N2 - 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.
AB - 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.
KW - Column Updating Method
KW - Integrated tokamak modeling
KW - Iterative method
KW - Quasi-Newton method
UR - http://www.scopus.com/inward/record.url?scp=84912551823&partnerID=8YFLogxK
U2 - 10.1016/j.cam.2014.11.005
DO - 10.1016/j.cam.2014.11.005
M3 - Article
AN - SCOPUS:84912551823
SN - 0377-0427
VL - 279
SP - 133
EP - 144
JO - Journal of Computational and Applied Mathematics
JF - Journal of Computational and Applied Mathematics
ER -