@Article{CiCP-22-789, author = {Xiaotao Xiao, Lei Ye, Yingfeng Xu and Shaojie Wang}, title = {Application of High Dimensional B-Spline Interpolation in Solving the Gyro-Kinetic Vlasov Equation Based on Semi-Lagrangian Method}, journal = {Communications in Computational Physics}, year = {2017}, volume = {22}, number = {3}, pages = {789--802}, abstract = {
The computation efficiency of high dimensional (3D and 4D) B-spline interpolation, constructed by classical tensor product method, is improved greatly by precomputing the B-spline function. This is due to the character of NLT code, i.e. only the linearised characteristics are needed so that the unperturbed orbit as well as values of the B-spline function at interpolation points can be precomputed at the beginning of the simulation. By integrating this fixed point interpolation algorithm into NLT code, the high dimensional gyro-kinetic Vlasov equation can be solved directly without operator splitting method which is applied in conventional semi-Lagrangian codes. In the Rosenbluth-Hinton test, NLT runs a few times faster for Vlasov solver part and converges at about one order larger time step than conventional splitting code.
}, issn = {1991-7120}, doi = {https://doi.org/10.4208/cicp.OA-2016-0092}, url = {http://global-sci.org/intro/article_detail/cicp/9981.html} }