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Hermite integrator for high-order mesh-free schemes

机译:Hermite积分器,用于高阶无网格方案

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In most mesh-free methods, the calculation of interactions between sample points or “particles” is the most time-consuming. When we use mesh-free methods with high spatial orders, the order of the time integration should also be high. If we use usual Runge–Kutta schemes, we need to perform the interaction calculation multiple times per time step. One way to reduce the number of interaction calculations is to use Hermite schemes, which use the time derivatives of the right-hand side of differential equations, since Hermite schemes require a smaller number of interaction calculations than Runge–Kutta schemes do to achieve the same order. In this paper, we construct a Hermite scheme for a mesh-free method with high spatial orders. We performed several numerical tests with fourth-order Hermite schemes and Runge–Kutta schemes. We found that, for both Hermite and Runge–Kutta schemes, the overall error is determined by the error of spatial derivatives, for time steps smaller than the stability limit. The calculation cost at the time-step size of the stability limit is smaller for Hermite schemes. Therefore, we conclude that Hermite schemes are more efficient than Runge–Kutta schemes and thus useful for high-order mesh-free methods for Lagrangian hydrodynamics.
机译:在大多数无网格方法中,计算采样点或“粒子”之间的相互作用最耗时。当我们使用空间顺序较高的无网格方法时,时间积分的顺序也应该较高。如果我们使用常规的Runge–Kutta方案,则每个时间步需要多次执行交互计算。减少相互作用计算数量的一种方法是使用Hermite方案,该方案使用微分方程右侧的时间导数,因为与Runge-Kutta方案相比,Hermite方案需要较少的相互作用计算数量订购。在本文中,我们构造了一种具有高空间阶的无网格方法的Hermite方案。我们使用四阶Hermite方案和Runge-Kutta方案进行了一些数值测试。我们发现,对于Hermite方案和Runge-Kutta方案,对于小于稳定极限的时间步长,总误差均由空间导数误差确定。对于Hermite方案,在稳定性极限的时间步长处的计算成本较小。因此,我们得出结论,Hermite方案比Runge-Kutta方案更有效,因此对于拉格朗日流体力学的高阶无网格方法很有用。

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