Speaker
Description
The Method of Regularized Stokeslets (MRS) provides a robust, mesh-free framework for resolving the fluid-structure interactions of these filaments [1]. It has two critical bottlenecks: the spatial complexity of pairwise hydrodynamic calculations and the temporal stiffness arising from the material properties of the rod. To address these challenges, we first discuss a parallel-in-time approach based on the Parareal algorithm [2], in which we construct a novel coarse solver using a data-driven method based on Dynamic Mode Decomposition in place of a classic time marching scheme. Then we will present a heterogeneous CPU–GPU computing framework that synergistically addresses the challenges in space and time complexity to enable scalable, high-fidelity simulations of flagellar dynamics.
[1] R. Cortez. The method of regularized Stokeslets. SIAM Journal on Scientific Computing, 2001, 23(4): 1204-1225.
[2] J.-L. Lions, Y. Maday, G. Turinici. A parareal in time discretization of PDE’s. Comptes Rendus del’Academie des Sciences Paris Ser. I Math., 2001, 332(7): 661-668.