Variational formulation of particle algorithms for kinetic electromagnetic plasma simulations

A. Stamm, B. Shadwick, E. Evstatiev
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引用次数: 8

Abstract

Summary form given only. A rigorous variational methodology was used to derive a selfconsistent set of discrete macro-particle kinetic plasma equations from a discretized Lagrangian. Discretization of the Lagrangian was performed by reduction of the phase-space distribution function to a collection of finite-sized macroparticles of arbitrary shape, and subsequent discretization of the field onto a spatial grid. The equations of motion were then obtained by demanding the action be stationary upon variation of the particles and field quantities. This yields a finite-degree of freedom description of the particle-field system which is inherently self-consistent. This project extends the work of Evstatiev et al.1 from a simplified electrostatic formulation to the full electromagnetic case. The primary advantage of variational approaches relative to the more common Particle-In-Cell (PIC) formulation is that they preserve the symmetry of the Lagrangian, which in our case leads to energy conservation and avoids difficulties with grid heating. Additional benefits originate from the decoupling of particle size from grid spacing and a relaxation of the restrictions on particle shape, which leads to a decrease in numerical noise. The variational approach also guarantees a consistent level of approximation, and is amiable to higherorder approximations in both space and time. For many configurations of interest to laser-driven plasma accelerators, it is computationally efficient to use a coordinate system co-moving with the laser pulse. Since we are using a Lagrangian formulation, we can easily transform to moving window coordinates yielding a particle algorithm explicitly formulated in the moving window. Thus we, for the first time, demonstrate an energy conserving set of discrete equations in moving window coordinates rigorously derived from a discretized electromagnetic Lagrangian. Example simulations conducted with the new equations of motion demonstrate the desired energy conservation.
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动态电磁等离子体模拟粒子算法的变分公式
只提供摘要表格。采用一种严格的变分方法,从离散拉格朗日量导出了一组自洽的离散宏观粒子动力学等离子体方程。拉格朗日的离散化是通过将相空间分布函数简化为任意形状的有限大小的宏观粒子的集合,然后将场离散到空间网格上来实现的。然后,通过要求运动随粒子和场量的变化而稳定,得到了运动方程。这就产生了一个有限自由度的粒子场系统的描述,它本身是自洽的。该项目将Evstatiev等人的工作从简化的静电公式扩展到完整的电磁情况。相对于更常见的细胞内粒子(PIC)公式,变分方法的主要优点是它们保持了拉格朗日量的对称性,这在我们的例子中导致了能量节约并避免了网格加热的困难。额外的好处来自于颗粒大小与网格间距的解耦,以及对颗粒形状限制的放松,这导致数值噪声的减少。变分方法还保证了一致的近似水平,并且在空间和时间上都适合于高阶近似。对于许多激光驱动等离子体加速器感兴趣的配置,使用与激光脉冲同步运动的坐标系是计算效率高的。由于我们使用拉格朗日公式,我们可以很容易地转换到移动窗口坐标,从而产生在移动窗口中明确表述的粒子算法。因此,我们首次证明了从离散化的电磁拉格朗日方程严格推导出的一组在移动窗口坐标下的能量守恒的离散方程。用新的运动方程进行了实例仿真,证明了所期望的能量守恒。
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