AN ALGORITHM FOR FAST CALCULATION OF FLOW ENSEMBLES

被引:76
作者
Jiang, Nan [1 ]
Layton, William [1 ]
机构
[1] Univ Pittsburgh, Dept Math, Pittsburgh, PA 15260 USA
关键词
NSE; ensemble calculation; UQ; LARGE-EDDY SIMULATION; LINEAR-SYSTEMS; SENSITIVITY;
D O I
10.1615/Int.J.UncertaintyQuantification.2014007691
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
This report presents an algorithm for computing an ensemble of p solutions of the Navier-Stokes equations. The solutions are found, at each timestep, by solving a linear system with one shared coefficient matrix and p right hand sides, reducing both storage required and computational cost of the solution process. The price that must be paid is a timestep condition involving the timestep and the size of the fluctuations about the ensemble mean. Since the method is a one step method and the timestep condition involves only known quantities, it can be imposed to adapt the next timestep. The report gives a comprehensive stability analysis, an error estimate, and some first tests.
引用
收藏
页码:273 / 301
页数:29
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