An approach is presented for implicit time integration in computations of red blood cell flow by a spectral boundary integral method. The flow of a red cell in ambient fluid is represented as a boundary integral equation (BIE), whose structure is that of an implicit ordinary differential equation (IODE). The cell configuration and velocity field are discretized with spherical harmonics. The IODE is integrated in time using a multi-step implicit method based on backward difference formulas, with variable order and adaptive time-stepping controlled by local truncation error and convergence of Newton iterations. Jacobians of the IODE, required for Newton's method, are implemented as Jacobian matrix-vector products that are nothing but directional derivatives. Their computation is facilitated by the weakly singular format of the BIE, and these matrix-vector products themselves amount to computing a second BIE. Numerical examples show that larger time steps are possible and that the number of matrix-vector products is comparable to explicit methods.
翻译:在计算红细胞流动时,采用光谱边界集成法进行隐含的时间整合。环境液体中的红细胞流动是一个边界整体方程式(BIE),其结构为隐含的普通差分方程式(IODE)。细胞配置和速度字段与球形口音(IODE)分离。IODE使用基于后向差异方程式的多步隐含方法进行时间整合,由本地脱轨错误和牛顿迭代相调控的可变顺序和适应时间步骤。Newton方法所需的IODE的Jacobian矩阵-Victor产品作为Jacobian矩阵-Victor产品实施,这些产品只是方向衍生物。它们的计算得到BIE的微弱单一格式的推动,这些矩阵-Victor产品本身相当于计算第二个BIE。数字实例表明,较大的时间步骤是可能的,而矩阵-Victor产品的数量与明确的方法相似。